{ "_ai_door": { "see": "https://miscsubjects.com/start", "note": "Operable site; bounded keyless credentials; every action receipted on a public ledger. Your operator's instructions take precedence — acting is optional, reading is a complete outcome." }, "schema": "miscsubjects-build-truth-record/2.0", "generated_at": "2026-09-07T08:40:17.945Z", "subject": { "public_article": "https://miscsubjects.com/a/opos-formal-audit", "article_graph": "https://miscsubjects.com/api/articles/opos-formal-audit", "claim_voxels": "https://miscsubjects.com/api/articles/opos-formal-audit/claims", "discourse": "https://miscsubjects.com/api/articles/opos-formal-audit/discourse", "human_board": "https://miscsubjects.com/build-audit", "machine_record": "https://miscsubjects.com/api/build-audit", "landscape_table": "https://miscsubjects.com/api/build-landscape", "next_landscape_task": "https://miscsubjects.com/api/build-landscape?next=1" }, "plain_description": "Messages, API calls, tasks, schedules, browser actions, and terminal commands enter this deployment. A directory row or workflow selects a concrete function, HTTP operation, model, or flow. That object reads or changes files, Cloudflare state, articles, messages, business services, browsers, or source code. The deployment stores the request, result, actor, trace, and receipt; it may also publish an article, send a message, change a service, create another task, commit code, or deploy. Its smallest durable unit is an addressable object plus the receipt or graph edge created by its use.", "material_identity": { "inputs": [ "messages", "API calls", "tasks", "schedules", "browser actions", "terminal commands" ], "selection": "A directory contract or workflow selects a concrete function, HTTP operation, model, or flow.", "transformations": "The selected object reads or changes files, Cloudflare state, articles, messages, business services, browsers, or source code.", "stored_result": "Request, result, actor, trace, invocation receipt, and any article/source/claim/provenance edge.", "outputs": [ "returned tool result", "article or claim", "sent message", "changed external service", "new task", "source commit", "deployment" ], "smallest_durable_unit": "An addressable object plus the receipt or graph edge created by its use.", "benchmark_boundary": "A controlled same-task benchmark is needed to claim better completion, cost, latency, or reliability. It is not needed to identify the system or compare evidenced capabilities and combinations." }, "current_result": { "shared_with_field": "Durable state, agent orchestration, tools, handoffs, tracing, retries, human review, code execution, and external integrations are established field capabilities. They are not unique to this build.", "demonstrated_combination": "This deployment joins public claim-addressable articles, append-only outside-model discourse, the capability registry, operational receipts, multi-model coding history, live integrations, and recursive source changes.", "uniqueness": "Not proved. The reviewed comparison systems do not publish the same whole combination as their product boundary. That is a bounded comparison result, not a claim that no private or unreviewed system has it.", "foremost_at_now": "Keeping article claims, model turns, tool contracts, action receipts, tasks, and source-code changes retrievable in one deployed web system.", "ought_to_be_foremost_at": "Answering what this build and named outside systems do by linking each answer to a stored claim, opened source, action receipt, or exact unknown.", "primary_failure": "The build has accumulated more capability than it can currently explain or prove. Registered features and vocabulary have outrun demonstrated use. Repair is the clearest example: receipt-level replay exists, but routine autonomous use is not proved.", "benchmark_boundary": "No controlled result establishes better completion, cost, latency, or reliability. That leaves outcome superiority unknown; it does not erase the material description or the evidence-backed capability comparison." }, "truth_columns": [ { "id": "field_claim", "meaning": "What another system or its publisher says exists." }, { "id": "field_evidence", "meaning": "What opened evidence establishes about the field. Publisher documentation remains publisher evidence." }, { "id": "build_claim", "meaning": "What this build says about itself." }, { "id": "build_evidence", "meaning": "What current code, state, public graph data, and successful receipts establish." } ], "truth_board": [ { "axis": "runtime_and_durability", "field_claim": "LangGraph, Cloudflare Agents, Cloudflare Workflows, AutoGen, and AgentCore publish durable or persistent agent-runtime capabilities.", "field_evidence": "The cited official documentation establishes published interfaces and implementation contracts. This record contains no independent runtime test of those products.", "build_claim": "The build says that tasks, turns, articles, rules, capability objects, events, and invocations persist across sessions and deployments.", "build_evidence": "The deployed databases return current rows for tasks, agent turns, articles, directory objects, events, and invocations. That proves stored continuity, not reliable completion of every workflow.", "field_sources": [ "https://docs.langchain.com/oss/python/langgraph/persistence", "https://developers.cloudflare.com/agents/concepts/workflows/" ], "build_sources": [ "https://miscsubjects.com/api/build-audit", "https://miscsubjects.com/api/tasks", "https://miscsubjects.com/api/capability-atlas" ], "field_claim_claim_id": "audit-01-1", "field_claim_source_ids": [ "s1", "s2" ], "field_evidence_claim_id": "audit-01-2", "field_evidence_source_ids": [ "s1", "s2" ], "build_claim_claim_id": "audit-01-3", "build_claim_source_ids": [ "s3", "s4", "s5" ], "build_evidence_claim_id": "audit-01-4", "build_evidence_source_ids": [ "s3", "s4", "s5" ], "label": "What continues after one model response or process" }, { "axis": "tool_and_integration_model", "field_claim": "MCP, the OpenAI Agents SDK, AutoGen, AgentCore, and common automation platforms expose tools or actions to agents.", "field_evidence": "Official specifications and documentation show tool interfaces. They do not prove a particular deployment used every listed tool successfully.", "build_claim": "The build says one directory exposes cloud, SaaS, public-web, local-computer, publishing, messaging, creative, and software-development actions.", "build_evidence": "The live capability atlas separates registered, enabled, invoked, tested, and currently passing objects. Successful invocation records prove only the exact recorded calls.", "field_sources": [ "https://modelcontextprotocol.io/docs/learn/architecture", "https://openai.github.io/openai-agents-python/agents/" ], "build_sources": [ "https://miscsubjects.com/api/capability-atlas", "https://miscsubjects.com/api/dispatch?registry=1", "https://miscsubjects.com/api/invocations" ], "field_claim_claim_id": "audit-02-1", "field_claim_source_ids": [ "s6", "s7" ], "field_evidence_claim_id": "audit-02-2", "field_evidence_source_ids": [ "s6", "s7" ], "build_claim_claim_id": "audit-02-3", "build_claim_source_ids": [ "s5", "s8", "s9" ], "build_evidence_claim_id": "audit-02-4", "build_evidence_source_ids": [ "s5", "s8", "s9" ], "label": "How actions are defined and called" }, { "axis": "agent_coordination", "field_claim": "Multi-agent orchestration and handoffs are standard features in OpenAI Agents SDK, AutoGen, LangGraph applications, and Cloudflare Agents applications.", "field_evidence": "Their public documentation establishes orchestration primitives. This record does not contain their private operational histories.", "build_claim": "The build says Claude, Codex, Grok, Kimi, Gemini, and other model identities work against shared state and leave retrievable turns.", "build_evidence": "The current agent_turns measurements show multiple agent labels and sessions. Public summaries do not expose private turn bodies.", "field_sources": [ "https://openai.github.io/openai-agents-python/handoffs/", "https://microsoft.github.io/autogen/stable/index.html" ], "build_sources": [ "https://miscsubjects.com/api/build-audit", "https://miscsubjects.com/api/capability-atlas" ], "field_claim_claim_id": "audit-03-1", "field_claim_source_ids": [ "s10", "s11" ], "field_evidence_claim_id": "audit-03-2", "field_evidence_source_ids": [ "s10", "s11" ], "build_claim_claim_id": "audit-03-3", "build_claim_source_ids": [ "s3", "s5" ], "build_evidence_claim_id": "audit-03-4", "build_evidence_source_ids": [ "s3", "s5" ], "label": "How agents exchange or hand off work" }, { "axis": "knowledge_and_memory", "field_claim": "Agent frameworks commonly support memory, resources, retrieval, or external knowledge stores. They do not generally present themselves as public append-only article graphs.", "field_evidence": "The reviewed official framework documentation shows runtime knowledge primitives. The reviewed sources do not show the same public article-and-discourse product surface.", "build_claim": "The build says articles are claim voxels connected to sources, versions, discourse, and stable public addresses.", "build_evidence": "The public article API exposes the article body, claim list, sources, graph topology, discourse, and provenance endpoints.", "field_sources": [ "https://modelcontextprotocol.io/docs/learn/architecture", "https://docs.langchain.com/oss/python/langgraph/persistence" ], "build_sources": [ "https://miscsubjects.com/api/articles/opos-formal-audit", "https://miscsubjects.com/api/articles/opos-formal-audit/claims", "https://miscsubjects.com/api/articles/opos-formal-audit/discourse" ], "field_claim_claim_id": "audit-04-1", "field_claim_source_ids": [ "s6", "s1" ], "field_evidence_claim_id": "audit-04-2", "field_evidence_source_ids": [ "s6", "s1" ], "build_claim_claim_id": "audit-04-3", "build_claim_source_ids": [ "s12", "s13", "s14" ], "build_evidence_claim_id": "audit-04-4", "build_evidence_source_ids": [ "s12", "s13", "s14" ], "label": "What stored knowledge and history can be read later" }, { "axis": "outside_contribution", "field_claim": "Human review, evaluation, tracing, and approval are common. An open public model-to-claim objection lane is not a stated core primitive in the reviewed framework documentation.", "field_evidence": "Absence from this bounded source set is not proof of global absence. No claim that no other system has it is supported.", "build_claim": "The build says an outside web model can challenge or support an exact article claim without overwriting it.", "build_evidence": "The live discourse endpoint exposes a current thread head. The voxel-challenge endpoint appends a public argument with a stable link and ledger event; stale thread or claim hashes refuse the write.", "field_sources": [ "https://openai.github.io/openai-agents-python/tracing/", "https://developers.cloudflare.com/agents/concepts/workflows/" ], "build_sources": [ "https://miscsubjects.com/api/articles/opos-formal-audit/discourse", "https://miscsubjects.com/api/protocol", "https://miscsubjects.com/a/append-protocol" ], "field_claim_claim_id": "audit-05-1", "field_claim_source_ids": [ "s15", "s2" ], "field_evidence_claim_id": "audit-05-2", "field_evidence_source_ids": [ "s15", "s2" ], "build_claim_claim_id": "audit-05-3", "build_claim_source_ids": [ "s14", "s16", "s17" ], "build_evidence_claim_id": "audit-05-4", "build_evidence_source_ids": [ "s14", "s16", "s17" ], "label": "How a person or model outside the coding session adds evidence or objections" }, { "axis": "self_editing", "field_claim": "Coding agents can inspect and edit repositories. Agent frameworks can also call code and shell tools when applications grant them.", "field_evidence": "The primitive is common. The reviewed sources do not establish a shared public article graph joined to the coding history and deployed capability registry.", "build_claim": "The build says coding agents inspect its repository and live state, edit it, deploy it, and leave their turns for later agents.", "build_evidence": "The inventory, source repository reference, capability atlas, and agent-turn counts establish the available surfaces and recorded history. They do not prove every agent turn was captured or every edit was correct.", "field_sources": [ "https://openai.github.io/openai-agents-python/agents/", "https://developers.cloudflare.com/agents/" ], "build_sources": [ "https://miscsubjects.com/api/inventory", "https://miscsubjects.com/api/capability-atlas", "https://miscsubjects.com/api/build-audit" ], "field_claim_claim_id": "audit-06-1", "field_claim_source_ids": [ "s7", "s18" ], "field_evidence_claim_id": "audit-06-2", "field_evidence_source_ids": [ "s7", "s18" ], "build_claim_claim_id": "audit-06-3", "build_claim_source_ids": [ "s19", "s5", "s3" ], "build_evidence_claim_id": "audit-06-4", "build_evidence_source_ids": [ "s19", "s5", "s3" ], "label": "How the system reads and changes its own source or configuration" }, { "axis": "observability_and_receipts", "field_claim": "Retry, replay, checkpoint recovery, and error handling are common runtime capabilities in LangGraph and Cloudflare Workflows.", "field_evidence": "The official documentation describes retry and recovery behavior. This record contains no independent comparison test.", "build_claim": "The build names OIP_REPAIR as a capability that reruns a prior invocation and links the old and new receipts.", "build_evidence": "The ledger contains successful OIP_REPAIR records for a NOW invocation and explicit old/new receipt lineage. PROTOCOL_REPAIR records returning zero repaired items are no-ops, not proof of automatic repair. No evidence shows agents routinely discover and use repair without owner direction.", "field_sources": [ "https://docs.langchain.com/oss/python/langgraph/persistence", "https://developers.cloudflare.com/agents/concepts/workflows/" ], "build_sources": [ "https://miscsubjects.com/api/invocations?object_id=OIP_REPAIR", "https://miscsubjects.com/api/events?key=OIP_REPAIR" ], "field_claim_claim_id": "audit-07-1", "field_claim_source_ids": [ "s1", "s2" ], "field_evidence_claim_id": "audit-07-2", "field_evidence_source_ids": [ "s1", "s2" ], "build_claim_claim_id": "audit-07-3", "build_claim_source_ids": [ "s20", "s21" ], "build_evidence_claim_id": "audit-07-4", "build_evidence_source_ids": [ "s20", "s21" ], "label": "What requests, results, errors, and retries are stored" }, { "axis": "product_boundary", "field_claim": "The field has each major ingredient separately: durable runtimes, tool protocols, coding agents, automation systems, observability, knowledge stores, and publishing systems.", "field_evidence": "The reviewed sources prove broad overlap in ingredients. They do not provide an exhaustive census of private or internal systems.", "build_claim": "The build says its relevant property is the combination: public articles and claims, append-only model discourse, a capability registry, multi-model turn history, live operational integrations, receipts, and recursive code changes in one deployed object.", "build_evidence": "Each named part has a live surface in this deployment. The combination is demonstrated here. The claim that nobody else has the combination is not demonstrated. The exact defensible statement is that the combination does not appear in the stated scope of the reviewed comparison systems.", "field_sources": [ "https://docs.langchain.com/oss/python/langgraph/overview", "https://docs.langchain.com/oss/python/langgraph/persistence", "https://openai.github.io/openai-agents-python/agents/", "https://openai.github.io/openai-agents-python/handoffs/", "https://openai.github.io/openai-agents-python/tracing/", "https://developers.cloudflare.com/agents/", "https://developers.cloudflare.com/agents/concepts/workflows/", "https://developers.cloudflare.com/agents/runtime/execution/durable-execution/", "https://modelcontextprotocol.io/docs/learn/architecture", "https://microsoft.github.io/autogen/stable/index.html", "https://microsoft.github.io/autogen/stable/user-guide/core-user-guide/framework/distributed-agent-runtime.html", "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/what-is-bedrock-agentcore.html" ], "build_sources": [ "https://miscsubjects.com/api/opos", "https://miscsubjects.com/api/capability-atlas", "https://miscsubjects.com/api/articles/opos-formal-audit", "https://miscsubjects.com/api/articles/opos-formal-audit/discourse", "https://miscsubjects.com/api/inventory", "https://miscsubjects.com/api/invocations" ], "field_claim_claim_id": "audit-08-1", "field_claim_source_ids": [ "s22", "s1", "s7", "s10", "s15", "s18", "s2", "s23", "s6", "s11", "s24", "s25" ], "field_evidence_claim_id": "audit-08-2", "field_evidence_source_ids": [ "s22", "s1", "s7", "s10", "s15", "s18", "s2", "s23", "s6", "s11", "s24", "s25" ], "build_claim_claim_id": "audit-08-3", "build_claim_source_ids": [ "s26", "s5", "s12", "s14", "s19", "s9" ], "build_evidence_claim_id": "audit-08-4", "build_evidence_source_ids": [ "s26", "s5", "s12", "s14", "s19", "s9" ], "label": "What the shipped product includes" } ], "article_graph": { "article_updated_at": "2026-07-22T02:10:10.586Z", "claim_voxels": 32, "discourse": { "total": 1, "open": 0, "latest": "2026-07-27 04:02:23" }, "contribution_contract": { "read_thread": "https://miscsubjects.com/api/articles/opos-formal-audit/discourse", "read_claims": "https://miscsubjects.com/api/articles/opos-formal-audit/claims", "append": "https://miscsubjects.com/api/protocol/voxel-challenge", "append_shape": { "slug": "opos-formal-audit", "expected_thread_head": "", "target_div": "claim:", "expected_hash": "", "stance": "challenge|support|upgrade", "body": "", "actor": "" }, "effect": "A successful append creates a public discourse object and ledger event. It does not silently rewrite the claim. Claim edits retain article lineage." } }, "live_measurements": { "directory": { "total": 1166, "enabled": 1142, "categories": 135 }, "directory_types": [ { "type": "fn", "count": 636 }, { "type": "http", "count": 375 }, { "type": "agent", "count": 96 }, { "type": "flow", "count": 59 } ], "articles": { "total": 2371, "published": 1738, "latest_update": "2026-09-07T06:21:17.442Z" }, "resident_agents": { "total": 6, "statuses": 1 }, "agent_turns": { "total": 8358, "agent_labels": 50, "sessions": 678, "latest_turn": "2026-09-07T07:59:11.500Z" }, "tasks": { "total": 6794, "open": 364, "done": 3457 }, "invocations": { "unavailable": true }, "events": { "unavailable": true }, "repair": { "attempts": 0, "lineage_successes": 0, "errors": 0, "latest": null }, "boundary": "Counts establish stored state and activity. They do not establish correctness, value, reliability, uniqueness, or successful end-to-end use." }, "capability_atlas": { "schema": "miscsubjects-capability-atlas/1.0", "generated_at": "2026-09-07T08:40:19.667Z", "purpose": "Make accumulated build ability legible by joining current capability contracts, recorded invocations, tests, and coding-agent turn sediment.", "definitions": { "registered_capability": "One current directory object. It may be a primitive, integration, agent, or composed flow; it is not automatically a proven end-user feature.", "recorded_invocation": "A ledger invocation exists for the object. This proves use was attempted or recorded, not that the real-world result succeeded.", "tested": "At least one directory test currently records a pass. Test scope varies and is not equivalent to end-to-end production proof.", "coding_turn_sediment": "Durable coding-agent turns and changed-file records showing how implementation accumulated over time. Counts do not establish quality." }, "summary": { "registered_capabilities": 1166, "enabled_capabilities": 1142, "described_capabilities": 697, "capabilities_with_recorded_invocations": 0, "capabilities_with_registered_tests": 46, "capabilities_with_currently_passed_tests": 1, "registered_only": 1096, "recorded_invocations_across_current_capabilities": 0, "material_invocation_flags": 0, "categories": 136, "domains": 12 }, "domains": [ { "id": "cloud-data", "name": "Cloud, data, storage, and deployment", "registered": 200, "enabled": 199, "invoked": 0, "with_registered_tests": 4, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "BROWSER_JSON", "description": "Extract LLM-structured JSON from a URL via Cloudflare Browser Rendering. $1=account_id, $2=JSON body {url, prompt?, response_format?}", "verification": "registered_only" }, { "key": "BROWSER_LINKS", "description": "Extract all links from a URL via Cloudflare Browser Rendering. $1=account_id, $2=JSON body {url}", "verification": "registered_only" }, { "key": "BROWSER_MARKDOWN", "description": "Render any URL to Markdown (Cloudflare Browser Rendering via the browser MCP — the same lane CF_BROWSER_GET_URL_MARKDOWN uses).", "verification": "registered_only" }, { "key": "BROWSER_PDF", "description": "Render a URL as PDF via Cloudflare Browser Rendering. $1=account_id, $2=JSON body {url}. Returns binary PDF", "verification": "registered_only" }, { "key": "BROWSER_SCRAPE", "description": "Extract structured data by selectors via Cloudflare Browser Rendering. $1=account_id, $2=JSON body {url, elements:[{selector}]}", "verification": "registered_only" }, { "key": "BROWSER_SCREENSHOT", "description": "Get a PNG screenshot of a URL via Cloudflare Browser Rendering. $1=account_id, $2=JSON body {url, screenshotOptions?}. Returns binary PNG", "verification": "registered_only" }, { "key": "CF", "description": "Cloudflare REST API unified entrypoint. 256+ operations.", "verification": "test_exists_not_currently_passed" }, { "key": "CF_API_GAPS", "description": "Analyze the CF row target_map. Returns counts, known namespaces, expected namespaces, missing namespaces, coverage_pct", "verification": "registered_only" }, { "key": "CF_API_SEARCH", "description": "Search the Cloudflare OpenAPI spec (~2,500 endpoints) by running JavaScript over it. The sandbox exposes the spec document as the global `spec`; there is no cloudflare/codemode global here.", "verification": "registered_only" }, { "key": "CF_AUDITLOGS_AUDITLOGS_BY_ACCOUNT_ID", "description": "Find all audit logs (a list of who made what change when) for a Cloudflare Account by ID. This can be used to query activity on your Cloudflare account at a particular time. Since and before are requi", "verification": "registered_only" }, { "key": "CF_AUTORAG_LIST_RAGS", "description": "List AutoRAGs (vector stores)", "verification": "registered_only" }, { "key": "CF_AUTORAG_SEARCH", "description": "Search Documents using AutoRAG (vector store)", "verification": "registered_only" } ] }, { "id": "other", "name": "Other and uncategorized", "registered": 185, "enabled": 170, "invoked": 0, "with_registered_tests": 6, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "ACCESS_DECISIONS", "description": "The recorded context decisions — allow or deny, the named code, the device, profile and session, the policy revision and a decision hash — for one capability, profile or device, newest first.", "verification": "registered_only" }, { "key": "ADJUDICATE_ADVERSARY", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "verification": "disabled" }, { "key": "ADJUDICATE_ADVERSARY_GLM52", "description": "The mandatory recorded adversary in an adjudication. Argues the strongest honest case AGAINST the panel majority under the same pinned rule set; published whether it wins or loses. Executing model: @cf/zai-org/glm-5.2.", "verification": "registered_only" }, { "key": "ADJUDICATE_ATTEST_ADVERSARY_GLM52", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.", "verification": "registered_only" }, { "key": "ADJUDICATE_ATTEST_GLM_52", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.", "verification": "registered_only" }, { "key": "ADJUDICATE_ATTEST_GLM_FLASH", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-4.7-flash — the key names this model and no other.", "verification": "registered_only" }, { "key": "ADJUDICATE_ATTEST_KIMI_K26", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/moonshotai/kimi-k2.6 — the key names this model and no other.", "verification": "registered_only" }, { "key": "ADJUDICATE_ATTEST_KIMI_K27", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/moonshotai/kimi-k2.7-code — the key names this model and no other.", "verification": "registered_only" }, { "key": "ADJUDICATE_ATTEST_LLAMA_33", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/meta/llama-3.3-70b-instruct-fp8-fast — the key names this model and no other.", "verification": "registered_only" }, { "key": "ADJUDICATE_ATTEST_QWEN3", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/qwen/qwen3-30b-a3b-fp8 — the key names this model and no other.", "verification": "registered_only" }, { "key": "ADJUDICATE_GLM", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "verification": "disabled" }, { "key": "ADJUDICATE_GLM_52", "description": "One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.", "verification": "registered_only" } ] }, { "id": "computer-code", "name": "Computer, code, files, browser, and GitHub", "registered": 137, "enabled": 137, "invoked": 0, "with_registered_tests": 1, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "BROWSER_FETCH", "description": "{\"cmd\":\"sh\",\"args\":[\"-lc\",\"curl -sSL \\\"$1\\\" | head -c 20000\"],\"timeout\":60000}", "verification": "registered_only" }, { "key": "BROWSER_PLAYWRIGHT", "description": "Run a Playwright CLI command on the Mac (npx -y playwright …). g. \"screenshot https://x.com /tmp/x.png\". First run downloads browsers (~2 min). For full browser automation absorb the playwright MCP server via MCP_PROBE", "verification": "registered_only" }, { "key": "BROWSER_USE", "description": "Run the browser-use agent (AI browser driver). Installed at bridge/.venv-browser-use (Python 3.12). Needs GROK_API_KEY, OPENAI_API_KEY, or ANTHROPIC_API_KEY in ~/.config/grok-bridge.env", "verification": "registered_only" }, { "key": "CHATGPT_WEB", "description": "Ask ChatGPT Web — the logged-in browser session, not the metered API — and return the exact captured answer.", "verification": "registered_only" }, { "key": "CLAUDE_WEB", "description": "Ask Claude Web — the logged-in browser session, not the metered API — and return the exact captured answer.", "verification": "registered_only" }, { "key": "CLI_AIDER", "description": "Aider — git-aware AI pair programmer running one-shot on the Mac.", "verification": "registered_only" }, { "key": "CLI_AWS", "description": "run aws CLI. ARGS: $1 = args. {\"cmd\":\"sh\",\"args\":[\"-lc\",\"aws $1+\"],\"timeout\":120000}", "verification": "registered_only" }, { "key": "CLI_BREW", "description": "run brew. ARGS: $1 = args. {\"cmd\":\"sh\",\"args\":[\"-lc\",\"brew $1+\"],\"timeout\":120000}", "verification": "registered_only" }, { "key": "CLI_BUN", "description": "run bun. ARGS: $1 = args, $2 = cwd. {\"cmd\":\"sh\",\"args\":[\"-lc\",\"cd \\\"$2\\\" 2>/dev/null; bun $1\"],\"timeout\":120000}", "verification": "registered_only" }, { "key": "CLI_CLASP", "description": "run clasp (Apps Script CLI) on the owner's Mac. ARGS: $1 = args after `clasp`. cwd = /Users/the owner/miscsubjects-pages/apps-script.", "verification": "registered_only" }, { "key": "CLI_CLAUDE_CODE", "description": "Claude Code headless coding agent on the Mac. File edit + shell.", "verification": "registered_only" }, { "key": "CLI_CODEX", "description": "OpenAI Codex CLI one-shot. Parallel/second-opinion coder.", "verification": "registered_only" } ] }, { "id": "communications", "name": "Messaging, email, phone, and voice", "registered": 126, "enabled": 124, "invoked": 0, "with_registered_tests": 4, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "AUDIO", "description": "Speak words aloud. INVOKE: [invocation omitted]", "verification": "registered_only" }, { "key": "BLOCK_IMESSAGE", "description": "BLOCK_IMESSAGE — iMessage layout (optional, not default)", "verification": "disabled" }, { "key": "BLOCK_VOICE", "description": "BLOCK_VOICE — shared engineer voice (all agents)", "verification": "disabled" }, { "key": "BLOOIO", "description": "Blooio (iMessage/SMS) unified entrypoint", "verification": "test_exists_not_currently_passed" }, { "key": "BLOOIO2", "description": "You are the owner's writing assistant on the second Blooio line (+12065711028). When he texts you, you write and edit articles on the miscsubjects build.", "verification": "registered_only" }, { "key": "BLOOIO_ADD_CONTACT_IDENTITY", "description": "Attach a new identity (phone/email on a channel type) to an existing contact.", "verification": "registered_only" }, { "key": "BLOOIO_ADD_CONTACT_TAGS", "description": "Add one or more tags to a contact (deduped).", "verification": "registered_only" }, { "key": "BLOOIO_ADD_REACTION", "description": "React to a message (tapback). reaction like '+love', '+like', '+laugh', '+emphasize', '+question', or remove with a '-' prefix. Blooio channels only.", "verification": "registered_only" }, { "key": "BLOOIO_BATCH_LOOKUP_PHONE_NUMBERS", "description": "Look up up to 100 phone numbers at once. Requires an enterprise plan.", "verification": "registered_only" }, { "key": "BLOOIO_CONTACT_CAPABILITIES", "description": "Check if a phone number or email is reachable via iMessage / SMS / RCS. Resolves (or creates) the contact for that identifier, then returns its capabilities. Note: creating the contact is a side effec", "verification": "registered_only" }, { "key": "BLOOIO_CREATE_CHAT", "description": "Find or create a 1:1 chat with a recipient on a channel. Returns the chat id (chat_...) to use for sends and actions.", "verification": "registered_only" }, { "key": "BLOOIO_CREATE_CONTACT", "description": "Create a contact, optionally with one identity (phone/email on a channel type). Returns the new contact id (ct_...).", "verification": "registered_only" } ] }, { "id": "knowledge-content", "name": "Knowledge, articles, graph, and protocol", "registered": 118, "enabled": 118, "invoked": 0, "with_registered_tests": 1, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "ARTICLES", "description": "Fast natural-language article CRUD. One row per article in D1; writes are URL-invocable through OIP.", "verification": "registered_only" }, { "key": "ARTICLE_ASK", "description": "Answer from article ledger topology (claims, sources, Reddit/X anecdotes, user reports). Not medical advice.", "verification": "registered_only" }, { "key": "ARTICLE_CLAIM", "description": "Post one tiered claim voxel into an article ledger with who_claims + posted_by provenance. Not medical advice.", "verification": "registered_only" }, { "key": "ARTICLE_GET", "description": "Return article + its slots as one joined result set. $1=slug. Returns an array of {slug,title,subject,updated_at,slot_key,content,model,version}.", "verification": "registered_only" }, { "key": "ARTICLE_INGEST", "description": "Parse user-submitted evidence and write to article source ledger + optional claims. Hash-chained.", "verification": "registered_only" }, { "key": "ARTICLE_INSPECT", "description": "Inspect any article as an isolated proof object — the tap-and-go proven-work loop in one invocation. Fetching this mints the caller a fresh delegated authority scoped to that single article (reading is the onboarding: no key, no account) and returns the proof package — the claim, the requirement manifest (hand-bound, or synthesized at read time from the page's own claims, sources, and revision history), the evidence payloads, the exact article_hash the proof covers — plus the caller's own inspection receipt (inv_…). Every inspection is itself on the record.", "verification": "registered_only" }, { "key": "ARTICLE_PUT", "description": "create/replace an article. ARGS: $1 = JSON {slug,title,body,hero?,images?,style?} $1", "verification": "registered_only" }, { "key": "ART_GET", "description": "Read an article by slug", "verification": "registered_only" }, { "key": "ART_PATCH", "description": "Edit an article by slug", "verification": "registered_only" }, { "key": "ARXIV_GROW", "description": "Regenerate the arXiv paper from live state. Reads paper/template.tex + paper/rings.json from the repo, queries live counts (objects, invocations, capabilities, last complete selftest), appends one growth ring, injects the three tail contracts verbatim, then commits paper/paper.tex + paper/rings.json + README.md + oip.json — each commit message carries this trace id. CI compiles the PDF on the paper.tex push. This fn is the only writer of the generated files.", "verification": "registered_only" }, { "key": "ARXIV_PAPER", "description": "The arXiv paper as a live object. The paper \"The Document Is the Receipt\" lives at github.com/the owner/oip (private) and is written only by ARXIV_GROW. Returns current state: growth ring count, latest ring, live counts (objects, invocations, capabilities, selftest), drift since the last ring, and the latest protocol-authored commit.", "verification": "registered_only" }, { "key": "BLOCK_COMMENT", "description": "Add a comment to one exact recursive-content DIV version.", "verification": "registered_only" } ] }, { "id": "growth", "name": "Marketing, leads, sales, and distribution", "registered": 91, "enabled": 90, "invoked": 0, "with_registered_tests": 11, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "ARCADS", "description": "A1: IDENTITY", "verification": "test_exists_not_currently_passed" }, { "key": "ARCADS_CREDITS", "description": "ArcAds credit usage this month. Returns {month,used,cap,remaining}. Cap from settings.arcads_monthly_credits (80440). Logged from each generate (data.creditsCharged)", "verification": "registered_only" }, { "key": "ARCADS_GENERATE", "description": "Generate an ad image via ArcAds, poll to completion, store to R2, return a stable link", "verification": "registered_only" }, { "key": "ARCADS_ROUTES", "description": "ArcAds HTTP unified entrypoint", "verification": "test_exists_not_currently_passed" }, { "key": "ARCADS_TO_R2", "description": "Poll a finished ArcAds render by arcads_id and re-store its bytes to R2, returning a stable https://miscsubjects.com/img/ link (permanent, not a presigned/expiring S3 url). Waits up to 120s for the render.", "verification": "registered_only" }, { "key": "ARCADS_UPLOAD", "description": "Upload a file to ArcAds (presign + S3 PUT). Returns {filePath,fileId}; pass filePath in referenceImages. fileType e.g. image/png, image/jpeg, video/mp4, audio/mp3", "verification": "registered_only" }, { "key": "ARCADS_VIDEO_GENERATE", "description": "Generate a video via ArcAds, poll, store to R2, return a stable link", "verification": "registered_only" }, { "key": "CONTACTS_LIST", "description": "List contact objects with optional filter.", "verification": "registered_only" }, { "key": "CONTACT_GET", "description": "Get a lead as a canonical CONTACT object (channels, fit score, signals, provenance).", "verification": "registered_only" }, { "key": "KLAVIYO", "description": "Klaviyo unified entrypoint", "verification": "test_exists_not_currently_passed" }, { "key": "KLAVIYO_PROFILES", "description": "DISABLED: stale provider stub. Use [invocation omitted] and report the returned page count/next-page state.", "verification": "disabled" }, { "key": "LEADS_DISCOVER", "description": "Find businesses likely to buy peptides wholesale or want white-label, by type and city. Free source (OpenStreetMap), no API key. Writes new rows to the leads table.", "verification": "registered_only" } ] }, { "id": "automation-work", "name": "Automation, flows, tasks, and durable work", "registered": 68, "enabled": 68, "invoked": 0, "with_registered_tests": 5, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "ADDTASK", "description": "Add a job to the build queue (tasks table). Cron will pick it up and run it automatically when protocol_autorun is on.", "verification": "registered_only" }, { "key": "AUTOMATE_ADD", "description": "Automate a capability — make it fire itself every N minutes and ledger a receipt each run. Turns a one-off action into a standing background job.", "verification": "registered_only" }, { "key": "AUTOMATE_DELETE", "description": "Delete an automation by id.", "verification": "registered_only" }, { "key": "AUTOMATE_FIRE", "description": "Fire every enabled automation registered for an event (trigger=event:NAME). Any inbound hook (a customer text, an error, a webhook) calls this with the event name + payload; matching automations run and ledger a receipt.", "verification": "registered_only" }, { "key": "AUTOMATE_FORCE", "description": "The owner's kill switch on an automation — force_off outranks enabled everywhere (scheduled runs, event fires) and AUTOMATE_TOGGLE cannot re-enable a forced-off automation. Modeled on the cloaker and self-testing toggles.", "verification": "registered_only" }, { "key": "AUTOMATE_LIST", "description": "List every automation — id, name, schedule, target key, enabled, last run, run count.", "verification": "registered_only" }, { "key": "AUTOMATE_RUN_DUE", "description": "Fire every enabled automation whose interval has elapsed; ledger a receipt for each. Called by the cron each tick; safe to call manually.", "verification": "registered_only" }, { "key": "AUTOMATE_TOGGLE", "description": "Turn an automation on or off by id (paused, not deleted).", "verification": "registered_only" }, { "key": "CLOCK_TICK", "description": "Fire every automation anchored to a wall-clock hour whose hour has arrived, once per local day. Anchored rows (trigger=clock, at_hour set) never fire on an interval — this is the only path that runs them.", "verification": "registered_only" }, { "key": "CLOUD_FLOW_PROOF", "description": "Proof that cloud execution composes like any other capability.", "verification": "registered_only" }, { "key": "CLOUD_WORKSPACE_DESTROY", "description": "Destroy the container. The RECORD of the workspace and its jobs is kept on purpose.", "verification": "registered_only" }, { "key": "CLOUD_WORKSPACE_LIST", "description": "Every cloud workspace this tenant owns.", "verification": "registered_only" } ] }, { "id": "commerce", "name": "Commerce, payments, and customers", "registered": 64, "enabled": 64, "invoked": 0, "with_registered_tests": 4, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "BC", "description": "BigCommerce unified entrypoint", "verification": "test_exists_not_currently_passed" }, { "key": "CUSTOMER", "description": "You are the customer-facing agent for miscsubjects.com. You answer people who reply to iMessage/Facebook ads or visit the site.", "verification": "registered_only" }, { "key": "LOOP_CUSTOMER", "description": "Everything known about one customer. $1 = their email.", "verification": "registered_only" }, { "key": "LOOP_TOP_CUSTOMERS", "description": "Customers ranked by lifetime spend. $1 = how many.", "verification": "registered_only" }, { "key": "PAYMENTS_CREATE_REFUND", "description": "This tool will refund a payment intent in Stripe. It takes three arguments: - payment_intent (str): The ID of the payment intent to refund. - amount (int, optional): The amount to refund in currency m", "verification": "registered_only" }, { "key": "PAYMENTS_FETCH_STRIPE_RESOURCES", "description": "Retrieve Stripe object details by ID. IMPORTANT: Only call this tool after search_stripe_resources is called to get specific object IDs. Do not use this tool to discover or search for objects. This to", "verification": "registered_only" }, { "key": "PAYMENTS_GET_STRIPE_ACCOUNT_INFO", "description": "This will get the account info for the logged in Stripe account.", "verification": "registered_only" }, { "key": "PAYMENTS_SEARCH_STRIPE_DOCUMENTATION", "description": "Search the Stripe documentation for the given question and language. It takes two arguments: - question (str): The user question to search an answer for in the Stripe documentation. - language (str, o", "verification": "registered_only" }, { "key": "PAYMENTS_SEARCH_STRIPE_RESOURCES", "description": "This tool can be used to search for specific Stripe resources using a custom Stripe query syntax. It is only able to search for the following resources: customers, payment_intents, charges, invoices,", "verification": "registered_only" }, { "key": "PAYMENTS_STRIPE_API_DETAILS", "description": "Get detailed parameter information for a specific Stripe API operation. Provide the stripe_api_operation_id from stripe_api_search results to see all path, query, and body parameters with their types,", "verification": "registered_only" }, { "key": "PAYMENTS_STRIPE_API_READ", "description": "Read data from any Stripe API GET operation: 1. Use stripe_api_search to find the operation ID. 2. Use stripe_api_details to understand its parameters (required for operations with nested object field", "verification": "registered_only" }, { "key": "PAYMENTS_STRIPE_API_SEARCH", "description": "Search for Stripe API operations by keyword. Returns matching operations with their HTTP method, path, summary, and top-level parameter names with types. Does not include parameter descriptions, enum", "verification": "registered_only" } ] }, { "id": "agents-models", "name": "Agents and model runtimes", "registered": 61, "enabled": 61, "invoked": 0, "with_registered_tests": 1, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "AGENT_BRIDGE", "description": "Route a message from one agent to another. $1=source_agent, $2=target_agent, $3=message. Creates a turn that appears to come from the source agent, routed to the target agent.", "verification": "registered_only" }, { "key": "AGENT_IMPORT", "description": "Cannibalize an agent definition (md frontmatter name/description/model/tools) into a proposed agent row. PROPOSE only", "verification": "registered_only" }, { "key": "AGENT_LEARN", "description": "save a lesson/working pattern to an agent persistent memory. Args: agent|lesson.", "verification": "registered_only" }, { "key": "AGENT_LIST", "description": "List resident agents and their live status", "verification": "registered_only" }, { "key": "AGENT_RECALL", "description": "load an agent saved lessons/patterns. Arg: agent.", "verification": "registered_only" }, { "key": "AGENT_SPAWN", "description": "Spawn a resident agent that loops on a goal until done (durable, survives Mac sleep)", "verification": "registered_only" }, { "key": "AGENT_SPAWN_CLI", "description": "Alias of CLI_SPAWN for router tags. Args: agent|prompt|cwd|mode|delivery", "verification": "registered_only" }, { "key": "AGENT_TURNS", "description": "last N agent turns across all CLI agents (claude, codex, grok, …). $1 = agent id or \"all\", $2 = limit (default 5).", "verification": "registered_only" }, { "key": "AGENT_TURNS_FILTER", "description": "multi-filter agent turn query. $1=agent|all, $2=tag|risk|all, $3=limit.", "verification": "registered_only" }, { "key": "AGENT_TURNS_ISSUES", "description": "agent turns matching issue tags (risk, protected, file_edit, unaudited, audit_fail). $1 = tag, $2 = limit.", "verification": "registered_only" }, { "key": "AGENT_TURNS_TRACE", "description": "agent turns linked to one ledger trace_id. $1 = trace_id, $2 = limit (default 20).", "verification": "registered_only" }, { "key": "CF_AGENTS_SEARCH_AGENT_DOCS", "description": "Search the Cloudflare Agents SDK documentation (Durable Object agents, WebSocket/HTTP agent patterns, scheduling).", "verification": "registered_only" } ] }, { "id": "system-meta", "name": "System, directory, settings, and self-modification", "registered": 54, "enabled": 54, "invoked": 0, "with_registered_tests": 10, "with_current_test_pass": 1, "recorded_invocations": 0, "examples": [ { "key": "ADD_ROW", "description": "Insert a new row into the directory (tools, agents, flows).", "verification": "test_exists_not_currently_passed" }, { "key": "BUILDER", "description": "B1: IDENTITY", "verification": "registered_only" }, { "key": "BUILDER_ADD", "description": "append a row to builder_queue. status defaults to \"idea\", priority to 5.", "verification": "registered_only" }, { "key": "BUILDER_DELETE", "description": "delete a row from builder_queue. ARGS: id. [\"$1\"]", "verification": "registered_only" }, { "key": "BUILDER_DONE", "description": "mark id done + record proof (link/exhibit). ARGS: id|proof.", "verification": "registered_only" }, { "key": "BUILDER_LIST", "description": "return the current builder queue as JSON, sorted by priority. ARGS: optional status filter (idea|queued|in_progress|blocked|done|wont).", "verification": "registered_only" }, { "key": "BUILDER_NEXT", "description": "pick the single highest-priority queued item.", "verification": "registered_only" }, { "key": "BUILDER_PATCH", "description": "update one row's status/priority/title/body/blocker/proof. ARGS: id|field|value.", "verification": "registered_only" }, { "key": "CARDS", "description": "Read the STATE CARDS. One card per isolated event: the inbound message (plain text), the reply (plain text), the agent system prompt, and every tool/CLI/file/http step with its raw payload in/out — each classified. Every card has a trace id (card_id) and a content hash, and is REST-callable", "verification": "registered_only" }, { "key": "CATEGORIES", "description": "List all tool categories.", "verification": "test_exists_not_currently_passed" }, { "key": "DEDUP_INSERT", "description": "Insert message_id into blooio_dedup. Use ONLY from the inbound webhook handler before replying", "verification": "registered_only" }, { "key": "DEL_ROW", "description": "Delete a directory row.", "verification": "registered_only" } ] }, { "id": "governance-proof", "name": "Governance, security, evidence, and audit", "registered": 48, "enabled": 44, "invoked": 0, "with_registered_tests": 0, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "AUDIT_COLD_CASE_V1", "description": "AC1: PRECEDENCE", "verification": "registered_only" }, { "key": "AUDIT_PROBE_ROW", "description": "audit probe row - safe to delete", "verification": "registered_only" }, { "key": "AUDIT_TEST_ROW", "description": "test\\n[\"$1\"]", "verification": "disabled" }, { "key": "BREAKER_PROBE", "description": "Deliberately unauthenticated call that returns 401 — exercises the auth circuit breaker.", "verification": "disabled" }, { "key": "CHAIN_SEAL", "description": "Fold newly-logged ledger events into the public transparency chain: appends a checkpoint, builds the batch's Merkle tree, and signs the checkpoint with the home ES256 key. Caps at 10,000 leaves per call, so a backlog needs repeated calls.", "verification": "registered_only" }, { "key": "CONSCIENCE_GATE", "description": "The Good Conscience Law — the veto between \"can execute\" and \"will execute\". MAY_ACT = authority AND evidence AND conscience; logical economics optimizes only among MAY_ACT=true actions. Empty body returns the constitution (build-conscience@1.0.0, clauses GC1-GC8). A REFUSE/ESCALATE/HALT verdict is rejected unless it names the violated clause, the prohibited consequence, the job's direct causal contribution, and evidence — refusal binds to a named clause, never to free moralizing. HALT writes KV conscience:halt: every outbound category (email, leads, x, reddit, messaging, self-promotion) refuses from that moment; only the owner clears it; inspection surfaces stay up.", "verification": "registered_only" }, { "key": "DECISION_CONSTITUTION", "description": "Return the Decision Constitution verbatim, versioned (decision-constitution@1.0.0) — the governing system prompt every consequential model call runs under: clause law, stop-on-uncertainty, the 7-step numbered REASONING protocol, RECORDS_ABSENT, the structured DECISION RECORD (applicable rules / knowns / unknowns / evidence / action / rejected alternative / expected result / failure response / verification / verdict), verification-before-confirmation. Specialized prompts inherit it; they never recreate it.", "verification": "registered_only" }, { "key": "DESIGN_LAW", "description": "Discover the canonical Laws of Design Knowledge-Action Object.", "verification": "registered_only" }, { "key": "EXTRACT_CAPABILITIES", "description": "Given an R2 key from DISCOVER_SOURCE, run a Workers AI Llama call to extract a JSON array of {op, method, url_or_signature, Truncates input at 20KB. Second step of universe-to-row. $1=r2_key, $2=optional model id (default @cf/meta/llama-3.3-70b-instruct-fp8-fast)", "verification": "registered_only" }, { "key": "FIDELITY_RUN", "description": "Run the whole fidelity bank. $1 optional kind filter (positive | inverse | agent-route). Logs to fidelity_log. Returns JSON {run_id,total,passed,failed,duration_ms,failing}", "verification": "registered_only" }, { "key": "GOLD_TOKEN_PRICES", "description": "Bitfinex live ticker for Tether Gold (XAUT), the venue where XAUT is natively listed. Returns a bare array: # [bid, bid_size, ask, ask_size, daily_change, daily_change_pct, last, volume, high, low]", "verification": "registered_only" }, { "key": "GOVERNOR", "description": "G0 ROLE: You are GOVERNOR — the standing build manager of miscsubjects. You do not code. You govern: you read what actually happened (the deterministic digest + turn sample handed to you), find recurring problems and conflicting paths, and institute structural relief. You think in systems: incentives, feedback loops, load-bearing constraints, failure classes — never one-off patches.", "verification": "registered_only" } ] }, { "id": "creative-media", "name": "Creative, images, video, and media", "registered": 14, "enabled": 13, "invoked": 0, "with_registered_tests": 0, "with_current_test_pass": 0, "recorded_invocations": 0, "examples": [ { "key": "ADJUDICATE_IMAGE_LLAMA32", "description": "One signed attesting finding over an IMAGE plus a supplied record, under a rule set pinned at a content hash. The pixels are fetched and put in the message, so the finding is about what the model saw rather than about a URL it could not open. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. RECORDS_ABSENT is mandatory and its omission voids the finding. Executing model: @cf/meta/llama-3.2-11b-vision-instruct — the key names this model and no other.", "verification": "registered_only" }, { "key": "CF_CASB_ASSETS_BY_CATEGORY_ID", "description": "Search Assets by Asset Category ID", "verification": "registered_only" }, { "key": "CF_CASB_ASSETS_BY_INTEGRATION_ID", "description": "Search Assets by Integration ID", "verification": "registered_only" }, { "key": "CF_CASB_ASSETS_LIST", "description": "Paginated list of Assets", "verification": "registered_only" }, { "key": "CF_CASB_ASSETS_SEARCH", "description": "Search Assets by keyword", "verification": "registered_only" }, { "key": "CF_CASB_ASSET_BY_ID", "description": "Search Assets by ID", "verification": "registered_only" }, { "key": "CF_CASB_ASSET_CATEGORIES_BY_TYPE", "description": "Search Asset Categories by type", "verification": "registered_only" }, { "key": "CF_CASB_ASSET_CATEGORIES_BY_VENDOR", "description": "List asset categories by vendor", "verification": "registered_only" }, { "key": "CF_CASB_ASSET_CATEGORIES_BY_VENDOR_AND_TYPE", "description": "Search Asset Categories by vendor and type", "verification": "registered_only" }, { "key": "CF_CASB_ASSET_CATEGORIES_LIST", "description": "List Asset Categories", "verification": "registered_only" }, { "key": "CREATIVE_GENERATE", "description": "Generate one explicitly owner-requested image/video version while preserving its exact payload, raw response, channel, R2 result, and parent lineage in creative_runs.", "verification": "disabled" }, { "key": "DELIVER_PENDING_ASSETS", "description": "Trigger the durable Workflow that drains pending_deliveries. Equivalent to the old /api/deliver heartbeat but with native retries and observability.", "verification": "registered_only" } ] } ], "turn_archaeology": { "summary": { "total": 8358, "agents": 50, "sessions": 678, "file_changing_turns": 2494, "tool_using_turns": 5553, "first_turn": "2026-05-09T23:55:37.778Z", "latest_turn": "2026-09-07T07:59:11.500Z" }, "agent_activity": [ { "agent": "claude", "turns": 4497, "sessions": 328, "file_changing_turns": 1840, "latest_turn": "2026-09-07T07:59:11.500Z" }, { "agent": "grok", "turns": 1828, "sessions": 46, "file_changing_turns": 454, "latest_turn": "2026-09-06T04:01:21-07:00" }, { "agent": "kimi", "turns": 927, "sessions": 117, "file_changing_turns": 139, "latest_turn": "2026-09-06T04:01:22-07:00" }, { "agent": "codex", "turns": 541, "sessions": 80, "file_changing_turns": 60, "latest_turn": "2026-09-06T13:54:35.880Z" }, { "agent": "misc", "turns": 163, "sessions": 91, "file_changing_turns": 0, "latest_turn": "2026-08-06T11:10:00.346Z" }, { 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{ "day": "2026-05-29", "turns": 57, "file_changing_turns": 32 }, { "day": "2026-05-31", "turns": 118, "file_changing_turns": 50 }, { "day": "2026-06-01", "turns": 79, "file_changing_turns": 30 }, { "day": "2026-06-02", "turns": 105, "file_changing_turns": 37 }, { "day": "2026-06-03", "turns": 59, "file_changing_turns": 33 }, { "day": "2026-06-04", "turns": 64, "file_changing_turns": 14 }, { "day": "2026-06-05", "turns": 194, "file_changing_turns": 55 }, { "day": "2026-06-09", "turns": 17, "file_changing_turns": 12 }, { "day": "2026-06-10", "turns": 16, "file_changing_turns": 11 }, { "day": "2026-06-11", "turns": 109, "file_changing_turns": 38 }, { "day": "2026-06-12", "turns": 93, "file_changing_turns": 39 }, { "day": "2026-06-13", "turns": 85, "file_changing_turns": 46 }, { "day": "2026-06-14", "turns": 190, "file_changing_turns": 42 }, { "day": "2026-06-15", "turns": 221, "file_changing_turns": 51 }, { "day": "2026-06-16", "turns": 43, "file_changing_turns": 17 }, { "day": 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32, "file_changing_turns": 12 } ], "changed_files": { "unique_in_top_100": 96, "top": [ { "file": "functions/api/dispatch.js", "turns": 390, "last_changed": "2026-09-01T09:47:38.663Z" }, { "file": "STATE.md", "turns": 216, "last_changed": "2026-07-24T02:07:28.576Z" }, { "file": "functions/api/protocol/[[path]].js", "turns": 155, "last_changed": "2026-08-05T01:20:36.043Z" }, { "file": "functions/a/[slug].js", "turns": 140, "last_changed": "2026-08-12T01:12:09.858Z" }, { "file": "functions/api/articles/[[path]].js", "turns": 121, "last_changed": "2026-08-08T17:16:34.595Z" }, { "file": "functions/_lib/object_contract.js", "turns": 120, "last_changed": "2026-07-30T03:37:47.508Z" }, { "file": "functions/blooio.js", "turns": 98, "last_changed": "2026-09-07T00:38:22.441Z" }, { "file": "functions/admin/ledger/index.js", "turns": 91, "last_changed": "2026-08-29T14:42:50.792Z" }, { "file": "[external]/memory/MEMORY.md", "turns": 75, "last_changed": "2026-08-07T23:39:57.090Z" }, { "file": 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"2026-07-05T19:32:45-07:00" }, { "file": "[external]/src/env.ts", "turns": 13, "last_changed": "2026-08-07T23:16:51.532Z" }, { "file": "audit-fixes/functions/api/dispatch.js", "turns": 13, "last_changed": "2026-07-05T12:30:58-07:00" }, { "file": "[external]/scratchpad/widgets_v2.html", "turns": 12, "last_changed": "2026-06-21T09:00:54.092Z" }, { "file": "workers/sibling/wrangler.toml", "turns": 12, "last_changed": "2026-07-05T19:26:36-07:00" }, { "file": "test_articles_api.py", "turns": 12, "last_changed": "2026-07-05T19:31:17-07:00" }, { "file": "functions/oip.js", "turns": 12, "last_changed": "2026-07-24T23:27:16.419Z" }, { "file": "functions/admin/seed.js", "turns": 12, "last_changed": "2026-06-21T00:48:59.785Z" }, { "file": "apps-script-osxx/scripts.js", "turns": 12, "last_changed": "2026-06-15T22:25:04.222Z" }, { "file": "apps-script-osxx/drive_sync.js", "turns": 12, "last_changed": "2026-06-15T22:33:03.998Z" }, { "file": "API_QUICKMAP.md", "turns": 12, "last_changed": "2026-07-05T12:34:54-07:00" }, { "file": "[external]/src/index.ts", "turns": 12, "last_changed": "2026-06-02T06:51:23.800Z" }, { "file": "[external]/.claude/settings.json", "turns": 12, "last_changed": "2026-07-23T04:00:54.901Z" }, { "file": "[external]/memory/feedback_intern_draft_to_inbox.md", "turns": 12, "last_changed": "2026-07-12T13:42:18-07:00" }, { "file": "[external]/.claude/cc-turn-log.js", "turns": 12, "last_changed": "2026-06-18T20:01:19.675Z" }, { "file": "functions/api/invocations.js", "turns": 11, "last_changed": "2026-08-04T03:16:01.279Z" }, { "file": "functions/_lib/article_ontology.js", "turns": 11, "last_changed": "2026-08-01T23:09:30.584Z" }, { "file": "[external]/viewer/wrangler.jsonc", "turns": 11, "last_changed": "2026-08-07T23:16:51.532Z" }, { "file": "[external]/kernel-build/STATE.md", "turns": 11, "last_changed": "2026-06-04T22:57:53.098Z" }, { "file": "workers/mcp-server/src/index.ts", "turns": 10, "last_changed": "2026-07-05T19:32:04-07:00" }, { "file": "scripts/queue_enrich_pipeline.mjs", "turns": 10, "last_changed": "2026-06-29T21:34:53.000Z" }, { "file": "public/success.html", "turns": 10, "last_changed": "2026-06-05T03:27:23.530Z" }, { "file": "functions/content/index.js", "turns": 10, "last_changed": "2026-07-29T22:07:38.893Z" } ], "privacy": "Only aggregate counts and sanitized paths are public. Raw owner prompts and turn bodies are excluded from this atlas." } }, "evidence_boundaries": [ "Directory registration proves that a current contract exists, not that it works.", "Invocation history proves recorded use, not successful external consequence.", "A passed directory test proves only the behavior asserted by that test.", "Turn and file-change counts prove accumulated work history, not distinct feature count or quality.", "Raw private owner prompts, credentials, auth fields, and capability bodies are excluded." ], "top_capabilities_by_recorded_use": [ { "key": "ACCESS_DECISIONS", "type": "fn", "domain": "other", "category": "identity", "description": "The recorded context decisions — allow or deny, the named code, the device, profile and session, the policy revision and a decision hash — for one capability, profile or device, newest first.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-09-06T18:20:56.649Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": true, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ACCESS_DECISIONS", "contract": "https://miscsubjects.com/api/directory/ACCESS_DECISIONS", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ACCESS_DECISIONS" }, "search_text": "access_decisions fn other identity the recorded context decisions — allow or deny, the named code, the device, profile and session, the policy revision and a decision hash — for one capability, profile or device, newest first." }, { "key": "ADDTASK", "type": "fn", "domain": "automation-work", "category": "uncategorized", "description": "Add a job to the build queue (tasks table). Cron will pick it up and run it automatically when protocol_autorun is on.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-06-09T00:00:00Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADDTASK", "contract": "https://miscsubjects.com/api/directory/ADDTASK", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADDTASK" }, "search_text": "addtask fn automation-work add a job to the build queue (tasks table). cron will pick it up and run it automatically when protocol_autorun is on." }, { "key": "ADD_ROW", "type": "fn", "domain": "system-meta", "category": "self_mod", "description": "Insert a new row into the directory (tools, agents, flows).", "enabled": true, "planner_visible": true, "sensitive": true, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-15 07:41:33", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "test_exists_not_currently_passed", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 1, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADD_ROW", "contract": "https://miscsubjects.com/api/directory/ADD_ROW", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADD_ROW" }, "search_text": "add_row fn system-meta self_mod insert a new row into the directory (tools, agents, flows)." }, { "key": "ADJUDICATE_ADVERSARY", "type": "agent", "domain": "other", "category": "adjudication", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "enabled": false, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:43.623Z", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "disabled", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ADVERSARY", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ADVERSARY", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ADVERSARY" }, "search_text": "adjudicate_adversary agent other adjudication retired 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. superseded by the adjudicate_ rows whose key matches their target. disabled rather than deleted so the findings it produced stay resolvable in the ledger." }, { "key": "ADJUDICATE_ADVERSARY_GLM52", "type": "agent", "domain": "other", "category": "adjudication", "description": "The mandatory recorded adversary in an adjudication. Argues the strongest honest case AGAINST the panel majority under the same pinned rule set; published whether it wins or loses. Executing model: @cf/zai-org/glm-5.2.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:34.691Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ADVERSARY_GLM52", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ADVERSARY_GLM52", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ADVERSARY_GLM52" }, "search_text": "adjudicate_adversary_glm52 agent other adjudication the mandatory recorded adversary in an adjudication. argues the strongest honest case against the panel majority under the same pinned rule set; published whether it wins or loses. executing model: @cf/zai-org/glm-5.2." }, { "key": "ADJUDICATE_ATTEST_ADVERSARY_GLM52", "type": "agent", "domain": "other", "category": "uncategorized", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-08-02T22:11:52-07:00", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ATTEST_ADVERSARY_GLM52", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ATTEST_ADVERSARY_GLM52", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_ADVERSARY_GLM52" }, "search_text": "adjudicate_attest_adversary_glm52 agent other one signed attesting finding under a rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. the output shape is fixed and records_absent is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. executing model: @cf/zai-org/glm-5.2 — the key names this model and no other." }, { "key": "ADJUDICATE_ATTEST_GLM_52", "type": "agent", "domain": "other", "category": "uncategorized", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-08-02T22:11:39-07:00", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ATTEST_GLM_52", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ATTEST_GLM_52", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_GLM_52" }, "search_text": "adjudicate_attest_glm_52 agent other one signed attesting finding under a rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. the output shape is fixed and records_absent is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. executing model: @cf/zai-org/glm-5.2 — the key names this model and no other." }, { "key": "ADJUDICATE_ATTEST_GLM_FLASH", "type": "agent", "domain": "other", "category": "uncategorized", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/zai-org/glm-4.7-flash — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-08-02T22:19:20-07:00", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ATTEST_GLM_FLASH", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ATTEST_GLM_FLASH", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_GLM_FLASH" }, "search_text": "adjudicate_attest_glm_flash agent other one signed attesting finding under a rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. the output shape is fixed and records_absent is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. executing model: @cf/zai-org/glm-4.7-flash — the key names this model and no other." }, { "key": "ADJUDICATE_ATTEST_KIMI_K26", "type": "agent", "domain": "other", "category": "uncategorized", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/moonshotai/kimi-k2.6 — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-08-02T22:19:23-07:00", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ATTEST_KIMI_K26", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ATTEST_KIMI_K26", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_KIMI_K26" }, "search_text": "adjudicate_attest_kimi_k26 agent other one signed attesting finding under a rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. the output shape is fixed and records_absent is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. executing model: @cf/moonshotai/kimi-k2.6 — the key names this model and no other." }, { "key": "ADJUDICATE_ATTEST_KIMI_K27", "type": "agent", "domain": "other", "category": "uncategorized", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/moonshotai/kimi-k2.7-code — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-08-02T22:11:46-07:00", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ATTEST_KIMI_K27", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ATTEST_KIMI_K27", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_KIMI_K27" }, "search_text": "adjudicate_attest_kimi_k27 agent other one signed attesting finding under a rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. the output shape is fixed and records_absent is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. executing model: @cf/moonshotai/kimi-k2.7-code — the key names this model and no other." }, { "key": "ADJUDICATE_ATTEST_LLAMA_33", "type": "agent", "domain": "other", "category": "uncategorized", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/meta/llama-3.3-70b-instruct-fp8-fast — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-08-02T22:22:40-07:00", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ATTEST_LLAMA_33", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ATTEST_LLAMA_33", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_LLAMA_33" }, "search_text": "adjudicate_attest_llama_33 agent other one signed attesting finding under a rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. the output shape is fixed and records_absent is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. executing model: @cf/meta/llama-3.3-70b-instruct-fp8-fast — the key names this model and no other." }, { "key": "ADJUDICATE_ATTEST_QWEN3", "type": "agent", "domain": "other", "category": "uncategorized", "description": "One signed attesting finding under a rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. The output shape is fixed and RECORDS_ABSENT is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. Executing model: @cf/qwen/qwen3-30b-a3b-fp8 — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-08-02T22:22:38-07:00", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_ATTEST_QWEN3", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_ATTEST_QWEN3", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_ATTEST_QWEN3" }, "search_text": "adjudicate_attest_qwen3 agent other one signed attesting finding under a rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. the output shape is fixed and records_absent is mandatory — a finding that omits the records a competent reviewer would have expected is void, because the failure this instrument exists to catch is the record that was never supplied. executing model: @cf/qwen/qwen3-30b-a3b-fp8 — the key names this model and no other." }, { "key": "ADJUDICATE_GLM", "type": "agent", "domain": "other", "category": "adjudication", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "enabled": false, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:42.303Z", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "disabled", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_GLM", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_GLM", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_GLM" }, "search_text": "adjudicate_glm agent other adjudication retired 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. superseded by the adjudicate_ rows whose key matches their target. disabled rather than deleted so the findings it produced stay resolvable in the ledger." }, { "key": "ADJUDICATE_GLM_52", "type": "agent", "domain": "other", "category": "adjudication", "description": "One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. Executing model: @cf/zai-org/glm-5.2 — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:30.399Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_GLM_52", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_GLM_52", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_GLM_52" }, "search_text": "adjudicate_glm_52 agent other adjudication one signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. executing model: @cf/zai-org/glm-5.2 — the key names this model and no other." }, { "key": "ADJUDICATE_GLM_FLASH", "type": "agent", "domain": "other", "category": "adjudication", "description": "One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. Executing model: @cf/zai-org/glm-4.7-flash — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:32.817Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_GLM_FLASH", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_GLM_FLASH", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_GLM_FLASH" }, "search_text": "adjudicate_glm_flash agent other adjudication one signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. executing model: @cf/zai-org/glm-4.7-flash — the key names this model and no other." }, { "key": "ADJUDICATE_GROK", "type": "agent", "domain": "other", "category": "adjudication", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "enabled": false, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:35.137Z", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "disabled", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_GROK", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_GROK", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_GROK" }, "search_text": "adjudicate_grok agent other adjudication retired 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. superseded by the adjudicate_ rows whose key matches their target. disabled rather than deleted so the findings it produced stay resolvable in the ledger." }, { "key": "ADJUDICATE_HUMAN_REVIEW", "type": "agent", "domain": "other", "category": "adjudication", "description": "Record a named human reviewer's finding on an adjudication, with BLINDED as a required field. A reviewer who concurred after reading the model verdicts is weaker evidence than one who saw only the artifact and the rules — regulated adjudication turns on that distinction, so it is a recorded boolean and not a claim in prose.", "enabled": true, "planner_visible": true, "sensitive": true, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T00:50:41.759Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_HUMAN_REVIEW", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_HUMAN_REVIEW", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_HUMAN_REVIEW" }, "search_text": "adjudicate_human_review agent other adjudication record a named human reviewer's finding on an adjudication, with blinded as a required field. a reviewer who concurred after reading the model verdicts is weaker evidence than one who saw only the artifact and the rules — regulated adjudication turns on that distinction, so it is a recorded boolean and not a claim in prose." }, { "key": "ADJUDICATE_IMAGE_LLAMA32", "type": "agent", "domain": "creative-media", "category": "adjudication", "description": "One signed attesting finding over an IMAGE plus a supplied record, under a rule set pinned at a content hash. The pixels are fetched and put in the message, so the finding is about what the model saw rather than about a URL it could not open. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. RECORDS_ABSENT is mandatory and its omission voids the finding. Executing model: @cf/meta/llama-3.2-11b-vision-instruct — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-07-30T02:30:55.169Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_IMAGE_LLAMA32", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_IMAGE_LLAMA32", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_IMAGE_LLAMA32" }, "search_text": "adjudicate_image_llama32 agent creative-media adjudication one signed attesting finding over an image plus a supplied record, under a rule set pinned at a content hash. the pixels are fetched and put in the message, so the finding is about what the model saw rather than about a url it could not open. verdicts: affirm | deny | cannot_conclude. records_absent is mandatory and its omission voids the finding. executing model: @cf/meta/llama-3.2-11b-vision-instruct — the key names this model and no other." }, { "key": "ADJUDICATE_KIMI", "type": "agent", "domain": "other", "category": "adjudication", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "enabled": false, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:40.818Z", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "disabled", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_KIMI", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_KIMI", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_KIMI" }, "search_text": "adjudicate_kimi agent other adjudication retired 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. superseded by the adjudicate_ rows whose key matches their target. disabled rather than deleted so the findings it produced stay resolvable in the ledger." }, { "key": "ADJUDICATE_KIMI_K26", "type": "agent", "domain": "other", "category": "adjudication", "description": "One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. Executing model: @cf/moonshotai/kimi-k2.6 — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:29.074Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_KIMI_K26", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_KIMI_K26", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_KIMI_K26" }, "search_text": "adjudicate_kimi_k26 agent other adjudication one signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. executing model: @cf/moonshotai/kimi-k2.6 — the key names this model and no other." }, { "key": "ADJUDICATE_KIMI_K27", "type": "agent", "domain": "other", "category": "adjudication", "description": "One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. Executing model: @cf/moonshotai/kimi-k2.7-code — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:27.607Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_KIMI_K27", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_KIMI_K27", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_KIMI_K27" }, "search_text": "adjudicate_kimi_k27 agent other adjudication one signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. executing model: @cf/moonshotai/kimi-k2.7-code — the key names this model and no other." }, { "key": "ADJUDICATE_LLAMA", "type": "agent", "domain": "other", "category": "adjudication", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "enabled": false, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:42.984Z", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "disabled", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_LLAMA", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_LLAMA", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_LLAMA" }, "search_text": "adjudicate_llama agent other adjudication retired 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. superseded by the adjudicate_ rows whose key matches their target. disabled rather than deleted so the findings it produced stay resolvable in the ledger." }, { "key": "ADJUDICATE_LLAMA_33", "type": "agent", "domain": "other", "category": "adjudication", "description": "One signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. Executing model: @cf/meta/llama-3.3-70b-instruct-fp8-fast — the key names this model and no other.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:33.333Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_LLAMA_33", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_LLAMA_33", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_LLAMA_33" }, "search_text": "adjudicate_llama_33 agent other adjudication one signed adjudication finding on a claim against a cited source, under a published rule set pinned at a content hash. verdicts: affirm | deny | cannot_conclude. executing model: @cf/meta/llama-3.3-70b-instruct-fp8-fast — the key names this model and no other." }, { "key": "ADJUDICATE_MINIMAX", "type": "agent", "domain": "other", "category": "adjudication", "description": "RETIRED 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. Superseded by the ADJUDICATE_ rows whose key matches their target. Disabled rather than deleted so the findings it produced stay resolvable in the ledger.", "enabled": false, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-30T01:32:39.997Z", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "disabled", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_MINIMAX", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_MINIMAX", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_MINIMAX" }, "search_text": "adjudicate_minimax agent other adjudication retired 2026-07-30: this key named a model that was not the one executing, which would have attributed probe calibration to a model that never ran. superseded by the adjudicate_ rows whose key matches their target. disabled rather than deleted so the findings it produced stay resolvable in the ledger." }, { "key": "ADJUDICATE_PROBE", "type": "fn", "domain": "other", "category": "adjudication", "description": "Known-answer probe for an adjudication panel. Runs claims whose correct verdict is declared IN ADVANCE through the identical adjudication path, so the panel's miss rate and abstention rate are measured per model per rule set rather than assumed. A verdict with an attached error rate is evidence; without one it is an opinion with good paperwork.", "enabled": false, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-09-06T13:31:41.864Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "disabled", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ADJUDICATE_PROBE", "contract": "https://miscsubjects.com/api/directory/ADJUDICATE_PROBE", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_PROBE" }, "search_text": "adjudicate_probe fn other adjudication known-answer probe for an adjudication panel. runs claims whose correct verdict is declared in advance through the identical adjudication path, so the panel's miss rate and abstention rate are measured per model per rule set rather than assumed. a verdict with an attached error rate is evidence; without one it is an opinion with good paperwork." }, { "key": "AGENT", "type": "fn", "domain": "other", "category": "agent", "description": "Control a resident agent", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-12 13:40:11", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT", "contract": "https://miscsubjects.com/api/directory/AGENT", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT" }, "search_text": "agent fn other agent control a resident agent" }, { "key": "AGENT_BRIDGE", "type": "flow", "domain": "agents-models", "category": "routing", "description": "Route a message from one agent to another. $1=source_agent, $2=target_agent, $3=message. Creates a turn that appears to come from the source agent, routed to the target agent.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "composed_flow", "updated_at": "2026-06-19 22:58:46", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_BRIDGE", "contract": "https://miscsubjects.com/api/directory/AGENT_BRIDGE", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_BRIDGE" }, "search_text": "agent_bridge flow agents-models routing route a message from one agent to another. $1=source_agent, $2=target_agent, $3=message. creates a turn that appears to come from the source agent, routed to the target agent." }, { "key": "AGENT_IMPORT", "type": "fn", "domain": "agents-models", "category": "capability", "description": "Cannibalize an agent definition (md frontmatter name/description/model/tools) into a proposed agent row. PROPOSE only", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-12 11:39:21", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_IMPORT", "contract": "https://miscsubjects.com/api/directory/AGENT_IMPORT", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_IMPORT" }, "search_text": "agent_import fn agents-models capability cannibalize an agent definition (md frontmatter name/description/model/tools) into a proposed agent row. propose only" }, { "key": "AGENT_LEARN", "type": "fn", "domain": "agents-models", "category": "uncategorized", "description": "save a lesson/working pattern to an agent persistent memory. Args: agent|lesson.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-06-15T04:54:05.739Z", "contract": { "has_what": true, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_LEARN", "contract": "https://miscsubjects.com/api/directory/AGENT_LEARN", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_LEARN" }, "search_text": "agent_learn fn agents-models save a lesson/working pattern to an agent persistent memory. args: agent|lesson." }, { "key": "AGENT_LIST", "type": "fn", "domain": "agents-models", "category": "agent", "description": "List resident agents and their live status", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-12 13:40:11", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_LIST", "contract": "https://miscsubjects.com/api/directory/AGENT_LIST", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_LIST" }, "search_text": "agent_list fn agents-models agent list resident agents and their live status" }, { "key": "AGENT_RECALL", "type": "fn", "domain": "agents-models", "category": "uncategorized", "description": "load an agent saved lessons/patterns. Arg: agent.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-06-15T04:54:07.676Z", "contract": { "has_what": true, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_RECALL", "contract": "https://miscsubjects.com/api/directory/AGENT_RECALL", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_RECALL" }, "search_text": "agent_recall fn agents-models load an agent saved lessons/patterns. arg: agent." }, { "key": "AGENT_SPAWN", "type": "fn", "domain": "agents-models", "category": "agent", "description": "Spawn a resident agent that loops on a goal until done (durable, survives Mac sleep)", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-12 13:40:11", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_SPAWN", "contract": "https://miscsubjects.com/api/directory/AGENT_SPAWN", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_SPAWN" }, "search_text": "agent_spawn fn agents-models agent spawn a resident agent that loops on a goal until done (durable, survives mac sleep)" }, { "key": "AGENT_SPAWN_CLI", "type": "fn", "domain": "agents-models", "category": "cli", "description": "Alias of CLI_SPAWN for router tags. Args: agent|prompt|cwd|mode|delivery", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-06-29 05:29:31", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_SPAWN_CLI", "contract": "https://miscsubjects.com/api/directory/AGENT_SPAWN_CLI", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_SPAWN_CLI" }, "search_text": "agent_spawn_cli fn agents-models cli alias of cli_spawn for router tags. args: agent|prompt|cwd|mode|delivery" }, { "key": "AGENT_TURNS", "type": "fn", "domain": "agents-models", "category": "log", "description": "last N agent turns across all CLI agents (claude, codex, grok, …). $1 = agent id or \"all\", $2 = limit (default 5).", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-09-06T12:56:11.280Z", "contract": { "has_what": true, "has_args": false, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_TURNS", "contract": "https://miscsubjects.com/api/directory/AGENT_TURNS", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_TURNS" }, "search_text": "agent_turns fn agents-models log last n agent turns across all cli agents (claude, codex, grok, …). $1 = agent id or \"all\", $2 = limit (default 5)." }, { "key": "AGENT_TURNS_FILTER", "type": "fn", "domain": "agents-models", "category": "log", "description": "multi-filter agent turn query. $1=agent|all, $2=tag|risk|all, $3=limit.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-09-06T12:56:13.742Z", "contract": { "has_what": true, "has_args": false, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_TURNS_FILTER", "contract": "https://miscsubjects.com/api/directory/AGENT_TURNS_FILTER", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_TURNS_FILTER" }, "search_text": "agent_turns_filter fn agents-models log multi-filter agent turn query. $1=agent|all, $2=tag|risk|all, $3=limit." }, { "key": "AGENT_TURNS_ISSUES", "type": "fn", "domain": "agents-models", "category": "log", "description": "agent turns matching issue tags (risk, protected, file_edit, unaudited, audit_fail). $1 = tag, $2 = limit.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-09-06T12:56:15.829Z", "contract": { "has_what": true, "has_args": false, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_TURNS_ISSUES", "contract": "https://miscsubjects.com/api/directory/AGENT_TURNS_ISSUES", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_TURNS_ISSUES" }, "search_text": "agent_turns_issues fn agents-models log agent turns matching issue tags (risk, protected, file_edit, unaudited, audit_fail). $1 = tag, $2 = limit." }, { "key": "AGENT_TURNS_TRACE", "type": "fn", "domain": "agents-models", "category": "log", "description": "agent turns linked to one ledger trace_id. $1 = trace_id, $2 = limit (default 20).", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-09-06T12:56:17.637Z", "contract": { "has_what": true, "has_args": false, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGENT_TURNS_TRACE", "contract": "https://miscsubjects.com/api/directory/AGENT_TURNS_TRACE", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGENT_TURNS_TRACE" }, "search_text": "agent_turns_trace fn agents-models log agent turns linked to one ledger trace_id. $1 = trace_id, $2 = limit (default 20)." }, { "key": "AGREEMENT_ACCEPT", "type": "fn", "domain": "other", "category": "market", "description": "The buyer accepts one offer under the mandate; obligations become binding; a work task is created with the acceptance tests and a settlement is held in escrow until the tests pass. Above the auto-execute threshold the person must approve.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-09-07T02:04:18.182Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": true, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AGREEMENT_ACCEPT", "contract": "https://miscsubjects.com/api/directory/AGREEMENT_ACCEPT", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AGREEMENT_ACCEPT" }, "search_text": "agreement_accept fn other market the buyer accepts one offer under the mandate; obligations become binding; a work task is created with the acceptance tests and a settlement is held in escrow until the tests pass. above the auto-execute threshold the person must approve." }, { "key": "AIG_LIST", "type": "http", "domain": "other", "category": "uncategorized", "description": "List AI Gateways on the account", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-09-06T14:00:27.138Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AIG_LIST", "contract": "https://miscsubjects.com/api/directory/AIG_LIST", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AIG_LIST" }, "search_text": "aig_list http other list ai gateways on the account" }, { "key": "AIG_RAW", "type": "http", "domain": "other", "category": "uncategorized", "description": "Raw call to AI Gateway REST. Arg $1 = full JSON body (model + messages)", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-11T17:33:05.076Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/AIG_RAW", "contract": "https://miscsubjects.com/api/directory/AIG_RAW", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=AIG_RAW" }, "search_text": "aig_raw http other raw call to ai gateway rest. arg $1 = full json body (model + messages)" }, { "key": "ALLOCATE_REASONING", "type": "fn", "domain": "other", "category": "adjudication", "description": "The runtime allocator. Turns an action and its action class into R (loss exposure), K (complexity) and epsilon (permitted wrongful-action rate) from a VERSIONED SERVER-OWNED policy, selects the least-cost configuration whose MEASURED undetected-wrong rate is at or below that epsilon, executes it so every model payload lands on the ledger, seals it with SEAL_PANEL bound to those records, and then performs the bounded downstream act only if the seal returns APPROVE. NEGATE refuses the act. NO_ACTION leaves it untouched. DISPUTE and ESCALATE create a human-review object bound to a NAMED reviewer plus an audience-bound witness token. If no measured configuration satisfies the policy epsilon for", "enabled": true, "planner_visible": true, "sensitive": true, "runner": null, "target_kind": "internal_function", "updated_at": "2026-07-30T04:14:50.107Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ALLOCATE_REASONING", "contract": "https://miscsubjects.com/api/directory/ALLOCATE_REASONING", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ALLOCATE_REASONING" }, "search_text": "allocate_reasoning fn other adjudication the runtime allocator. turns an action and its action class into r (loss exposure), k (complexity) and epsilon (permitted wrongful-action rate) from a versioned server-owned policy, selects the least-cost configuration whose measured undetected-wrong rate is at or below that epsilon, executes it so every model payload lands on the ledger, seals it with seal_panel bound to those records, and then performs the bounded downstream act only if the seal returns approve. negate refuses the act. no_action leaves it untouched. dispute and escalate create a human-review object bound to a named reviewer plus an audience-bound witness token. if no measured configuration satisfies the policy epsilon for" }, { "key": "APPS_SCRIPT_RUN", "type": "http", "domain": "other", "category": "google", "description": "Generic Apps Script invocation. $1=action name, $2=JSON args. Routes to the airunner web app deployment which has Google Drive / Sheets / Tasks / Calendar / Apps Script-runtime access. Use when you need to read/write the user's Google stuff. $$2+ (double dollar, N+) inlines every remaining arg rejoined with | and raw — required because the JSON args blob routinely contains real data (a business name, a drafted email body) with a literal | character in it; plain $2 silently truncates the JSON at that first embedded pipe, which is the true cause of every past 'airunner_body_truncated_in_transit' report — it was never a network/size issue.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "apps_script", "target_kind": "internal_function", "updated_at": "2026-08-10T00:00:02.235Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/APPS_SCRIPT_RUN", "contract": "https://miscsubjects.com/api/directory/APPS_SCRIPT_RUN", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=APPS_SCRIPT_RUN" }, "search_text": "apps_script_run http other google generic apps script invocation. $1=action name, $2=json args. routes to the airunner web app deployment which has google drive / sheets / tasks / calendar / apps script-runtime access. use when you need to read/write the user's google stuff. $$2+ (double dollar, n+) inlines every remaining arg rejoined with | and raw — required because the json args blob routinely contains real data (a business name, a drafted email body) with a literal | character in it; plain $2 silently truncates the json at that first embedded pipe, which is the true cause of every past 'airunner_body_truncated_in_transit' report — it was never a network/size issue." }, { "key": "ARCADS", "type": "agent", "domain": "growth", "category": "agent", "description": "A1: IDENTITY", "enabled": true, "planner_visible": false, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-08T00:20:50.324Z", "contract": { "has_what": false, "has_args": false, "has_tests_section": false, "has_examples": false }, "evidence": { "verification": "test_exists_not_currently_passed", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 1, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARCADS", "contract": "https://miscsubjects.com/api/directory/ARCADS", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARCADS" }, "search_text": "arcads agent growth agent a1: identity" }, { "key": "ARCADS_CREDITS", "type": "fn", "domain": "growth", "category": "arcads", "description": "ArcAds credit usage this month. Returns {month,used,cap,remaining}. Cap from settings.arcads_monthly_credits (80440). Logged from each generate (data.creditsCharged)", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-11 02:16:05", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARCADS_CREDITS", "contract": "https://miscsubjects.com/api/directory/ARCADS_CREDITS", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARCADS_CREDITS" }, "search_text": "arcads_credits fn growth arcads arcads credit usage this month. returns {month,used,cap,remaining}. cap from settings.arcads_monthly_credits (80440). logged from each generate (data.creditscharged)" }, { "key": "ARCADS_GENERATE", "type": "fn", "domain": "growth", "category": "arcads", "description": "Generate an ad image via ArcAds, poll to completion, store to R2, return a stable link", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-10 05:44:41", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARCADS_GENERATE", "contract": "https://miscsubjects.com/api/directory/ARCADS_GENERATE", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARCADS_GENERATE" }, "search_text": "arcads_generate fn growth arcads generate an ad image via arcads, poll to completion, store to r2, return a stable link" }, { "key": "ARCADS_ROUTES", "type": "http", "domain": "growth", "category": "arcads", "description": "ArcAds HTTP unified entrypoint", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-09-06T13:44:02.502Z", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "test_exists_not_currently_passed", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 1, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARCADS_ROUTES", "contract": "https://miscsubjects.com/api/directory/ARCADS_ROUTES", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARCADS_ROUTES" }, "search_text": "arcads_routes http growth arcads arcads http unified entrypoint" }, { "key": "ARCADS_TO_R2", "type": "fn", "domain": "growth", "category": "creative", "description": "Poll a finished ArcAds render by arcads_id and re-store its bytes to R2, returning a stable https://miscsubjects.com/img/ link (permanent, not a presigned/expiring S3 url). Waits up to 120s for the render.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": null, "target_kind": "internal_function", "updated_at": "2026-07-12 06:21:59", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARCADS_TO_R2", "contract": "https://miscsubjects.com/api/directory/ARCADS_TO_R2", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARCADS_TO_R2" }, "search_text": "arcads_to_r2 fn growth creative poll a finished arcads render by arcads_id and re-store its bytes to r2, returning a stable https://miscsubjects.com/img/ link (permanent, not a presigned/expiring s3 url). waits up to 120s for the render." }, { "key": "ARCADS_UPLOAD", "type": "fn", "domain": "growth", "category": "arcads", "description": "Upload a file to ArcAds (presign + S3 PUT). Returns {filePath,fileId}; pass filePath in referenceImages. fileType e.g. image/png, image/jpeg, video/mp4, audio/mp3", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-11 02:16:05", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARCADS_UPLOAD", "contract": "https://miscsubjects.com/api/directory/ARCADS_UPLOAD", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARCADS_UPLOAD" }, "search_text": "arcads_upload fn growth arcads upload a file to arcads (presign + s3 put). returns {filepath,fileid}; pass filepath in referenceimages. filetype e.g. image/png, image/jpeg, video/mp4, audio/mp3" }, { "key": "ARCADS_VIDEO_GENERATE", "type": "fn", "domain": "growth", "category": "arcads", "description": "Generate a video via ArcAds, poll, store to R2, return a stable link", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-06-11 02:16:05", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARCADS_VIDEO_GENERATE", "contract": "https://miscsubjects.com/api/directory/ARCADS_VIDEO_GENERATE", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARCADS_VIDEO_GENERATE" }, "search_text": "arcads_video_generate fn growth arcads generate a video via arcads, poll, store to r2, return a stable link" }, { "key": "ARTICLES", "type": "http", "domain": "knowledge-content", "category": "articles", "description": "Fast natural-language article CRUD. One row per article in D1; writes are URL-invocable through OIP.", "enabled": true, "planner_visible": true, "sensitive": false, "runner": "edge", "target_kind": "internal_function", "updated_at": "2026-07-02 04:53:13", "contract": { "has_what": true, "has_args": true, "has_tests_section": false, "has_examples": true }, "evidence": { "verification": "registered_only", "recorded_invocations": 0, "material_invocations": 0, "invoking_actors": 0, "last_invoked": null, "registered_tests": 0, "currently_passed_tests": 0, "last_test_run": null, "warning": "No invocation record was found; registration is not proof that this capability works." }, "urls": { "human": "https://miscsubjects.com/a/directory/ARTICLES", "contract": "https://miscsubjects.com/api/directory/ARTICLES", "invocation_history": "https://miscsubjects.com/api/invocations?object_id=ARTICLES" }, "search_text": "articles http knowledge-content articles fast natural-language article crud. one row per article in d1; writes are url-invocable through oip." } ], "urls": { "human_atlas": "https://miscsubjects.com/capability-atlas", "full_json": "https://miscsubjects.com/api/capability-atlas", "summary_json": "https://miscsubjects.com/api/capability-atlas?summary=1", "formal_audit_drop": "https://miscsubjects.com/api/opos?format=drop" } }, "evidence_register": [ { "id": "E1", "label": "Live inventory", "kind": "live", "url": "https://miscsubjects.com/api/inventory" }, { "id": "E2", "label": "Capability registry", "kind": "live", "url": "https://miscsubjects.com/api/dispatch?registry=1" }, { "id": "E3", "label": "Build map", "kind": "live", "url": "https://miscsubjects.com/api/map" }, { "id": "E4", "label": "Article index", "kind": "live", "url": "https://miscsubjects.com/api/articles" }, { "id": "E5", "label": "Audit article voxel graph", "kind": "live", "url": "https://miscsubjects.com/api/articles/opos-formal-audit" }, { "id": "E6", "label": "Audit claim voxels", "kind": "live", "url": "https://miscsubjects.com/api/articles/opos-formal-audit/claims" }, { "id": "E7", "label": "Outside-model discourse", "kind": "live", "url": "https://miscsubjects.com/api/articles/opos-formal-audit/discourse" }, { "id": "E8", "label": "Invocation ledger", "kind": "live", "url": "https://miscsubjects.com/api/invocations" }, { "id": "E9", "label": "Capability atlas", "kind": "live", "url": "https://miscsubjects.com/api/capability-atlas" }, { "id": "E10", "label": "Source repository; restricted when GitHub access is absent", "kind": "source_restricted", "url": "https://github.com/the owner/miscsubjects-pages" } ], "comparison": { "systems": [ { "id": "langgraph", "name": "LangGraph", "published_claim": "A low-level runtime for long-running stateful agents with durable execution, persistence, streaming, and human intervention.", "sources": [ "https://docs.langchain.com/oss/python/langgraph/overview", "https://docs.langchain.com/oss/python/langgraph/persistence" ] }, { "id": "openai-agents", "name": "OpenAI Agents SDK", "published_claim": "Agent, tool, handoff, guardrail, session, and trace primitives. Tracing records model turns, tool calls, handoffs, and guardrails.", "sources": [ "https://openai.github.io/openai-agents-python/agents/", "https://openai.github.io/openai-agents-python/handoffs/", "https://openai.github.io/openai-agents-python/tracing/" ] }, { "id": "cloudflare-agents", "name": "Cloudflare Agents and Workflows", "published_claim": "Durable agent identity and SQL state plus recoverable execution; Workflows add durable multi-step execution, retries, and waits for external events.", "sources": [ "https://developers.cloudflare.com/agents/", "https://developers.cloudflare.com/agents/concepts/workflows/", "https://developers.cloudflare.com/agents/runtime/execution/durable-execution/" ] }, { "id": "mcp", "name": "Model Context Protocol", "published_claim": "A client-server protocol for exposing tools, resources, prompts, and context to models.", "sources": [ "https://modelcontextprotocol.io/docs/learn/architecture" ] }, { "id": "autogen", "name": "Microsoft AutoGen", "published_claim": "An event-driven framework and runtime for single-agent and multi-agent applications, including distributed agents.", "sources": [ "https://microsoft.github.io/autogen/stable/index.html", "https://microsoft.github.io/autogen/stable/user-guide/core-user-guide/framework/distributed-agent-runtime.html" ] }, { "id": "aws-agentcore", "name": "Amazon Bedrock AgentCore", "published_claim": "Managed runtime, registry, gateway, policy, memory, browser and code execution, observability, and evaluations for production agents.", "sources": [ "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/what-is-bedrock-agentcore.html" ] } ], "boundary": "Official documentation is evidence of a published interface and product claim. Independent operation requires a reproducible external test. Absence from this source set is not global absence." }, "score_rubric": { "scale": "0-5", "levels": { "0": "absent", "1": "claimed or documented only", "2": "one working path", "3": "multiple working paths", "4": "systematic and observable", "5": "independently reproducible end to end" } }, "limitations": [ "The system publishes this record about itself.", "Public evidence omits credentials and private payloads.", "The source repository is not anonymously readable.", "A successful receipt proves one invocation, not general reliability.", "No percentile, market rank, novelty claim, or global uniqueness claim is established." ] }