{"_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."},"key":"SEAL_PANEL","type":"fn","target":"sealPanel","auth":"","content":"# WHAT: The sealer. Deterministic arithmetic over a panel's findings that decides what happens to the ACTION and nothing else. No model runs at this position: a model here is a further opinion that can share the panel's blind spot while being the thing that decides. Five outcomes, all arithmetic: APPROVE (unanimous AFFIRM, identical clause citations, enough distinct training families, no malformed finding), NEGATE (unanimous DENY on the same terms - the action is refused, not deferred), NO_ACTION (unanimous CANNOT_CONCLUDE - a required record is missing, so nothing is authorised and nothing is refused), DISPUTE (the only failing test is a stated confidence below the supplied floor), ESCALATE (any verdict divergence, clause-citation divergence, malformed finding, too few channels, or too little training-family diversity). The recorded adversary saw the majority and is never counted as a channel. Independence is not assumed: channels from one training family count once for the diversity test, which is the common-cause discount IEC 61508 calls a beta factor.\n# WHEN_TO_USE: at the end of every panel whose finding will reach a downstream actor. Clause-citation divergence fires before verdict divergence and is the more sensitive detector, so run this rather than counting votes.\n# ARGS: one JSON object {findings:[{model,verdict,clauses|reasoning,confidence?,invocation_id,exposure,role}], min_families?, min_findings?, min_confidence?, escalate_to?}\n# EX: [SEAL_PANEL]{\"findings\":[{\"model\":\"@cf/moonshotai/kimi-k2.7-code\",\"verdict\":\"AFFIRM\",\"clauses\":[2,6],\"confidence\":0.99}],\"min_families\":3,\"min_confidence\":0.95}[/SEAL_PANEL]\n[\"$1+\"]","updated_at":"2026-07-30T03:30:54.206Z","category":"adjudication","allowed_categories":null,"seq":null,"enabled":1,"planner_visible":1,"planner_rank":100,"input_schema":"{\"type\": \"object\", \"required\": [\"findings\"], \"properties\": {\"findings\": {\"type\": \"array\"}, \"min_families\": {\"type\": \"number\"}, \"min_findings\": {\"type\": \"number\"}, \"min_confidence\": {\"type\": \"number\"}, \"escalate_to\": {\"type\": \"string\"}}}","examples":"[{\"body\": \"{\\\"findings\\\":[{\\\"model\\\":\\\"@cf/moonshotai/kimi-k2.7-code\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.99},{\\\"model\\\":\\\"@cf/zai-org/glm-5.2\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.97},{\\\"model\\\":\\\"@cf/meta/llama-3.3-70b-instruct-fp8-fast\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.96}],\\\"min_families\\\":3,\\\"min_confidence\\\":0.95}\"}]","sensitive":0,"runner":null,"includes":null,"created_at":"2026-07-30T03:06:12.585Z","price_usd":null,"meter_unit":null,"object_kind":"capability","descriptor_json":null,"descriptor_rev":1,"descriptor_hash":null,"invocation":"{\"method\":\"POST\",\"url\":\"https://miscsubjects.com/api/dispatch\",\"headers\":{\"Content-Type\":\"application/json\",\"x-terminal-key\":\"INJECTED_BY_WORKER\"},\"body\":{\"key\":\"SEAL_PANEL\",\"body\":\"{\\\"findings\\\":[{\\\"model\\\":\\\"@cf/moonshotai/kimi-k2.7-code\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.99},{\\\"model\\\":\\\"@cf/zai-org/glm-5.2\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.97},{\\\"model\\\":\\\"@cf/meta/llama-3.3-70b-instruct-fp8-fast\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.96}],\\\"min_families\\\":3,\\\"min_confidence\\\":0.95}\"}}","last_status":"{\"skipped\":true,\"reason\":\"outward side effect (sends, posts, pays, spawns or deletes) — run it yourself with =INVOKE when you mean to\",\"at\":\"2026-09-06T15:28:26.866Z\"}","last_response":null,"test_state":"🟡 untested","tested_at":"2026-09-06T15:28:26.866Z","invocation_curl":"curl -sS -X POST 'https://miscsubjects.com/api/dispatch' -H 'Content-Type: application/json' -H \"x-terminal-key: $TERMINAL_KEY\" --data '{\"key\":\"SEAL_PANEL\",\"body\":\"{\\\"findings\\\":[{\\\"model\\\":\\\"@cf/moonshotai/kimi-k2.7-code\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.99},{\\\"model\\\":\\\"@cf/zai-org/glm-5.2\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.97},{\\\"model\\\":\\\"@cf/meta/llama-3.3-70b-instruct-fp8-fast\\\",\\\"verdict\\\":\\\"AFFIRM\\\",\\\"clauses\\\":[2,6],\\\"confidence\\\":0.96}],\\\"min_families\\\":3,\\\"min_confidence\\\":0.95}\"}'","execution":null,"connection_id":null,"aliases":null,"effects":"[\"write\"]","visibility":null,"origin":null,"returns":null,"context":null,"row_num":1187,"_rest":{"read":"GET /api/directory/SEAL_PANEL","update":"PUT /api/directory/SEAL_PANEL","patch":"PATCH /api/directory/SEAL_PANEL","delete":"DELETE /api/directory/SEAL_PANEL","invoke":"POST /api/dispatch {\"key\":\"SEAL_PANEL\",\"body\":\"<args>\"}","model_call":"POST /api/invoke {\"key\":\"SEAL_PANEL\",\"input\":\"<message>\"}  ·  batch: {\"key\":\"SEAL_PANEL\",\"inputs\":[\"a\",\"b\",\"c\"]}","lab":"/admin/prompts/SEAL_PANEL"},"_schema":{"key":"string · primary key · the invocation name","type":"fn | http | agent | flow","target":"fn: FN_MAP name · http: \"METHOD url\" (e.g. \"GET https://…/$1\") · agent: model id · flow: \"\" (content holds the DSL)","auth":"http only: \"bearer:ENV_VAR\" | \"headers:{...}\" | \"query:k=$ENV\" | \"\"","content":"fn/http: \"# docs\\n<arg template>\" · agent: the system prompt body · flow: the DSL","includes":"agent only: comma-separated prompt_block keys (e.g. BLOCK_VOICE,BLOCK_ROUTING) composed before content at runtime","category":"string tag","allowed_categories":"csv of categories, or \"*\"","seq":"int (sort)","enabled":"1|0","planner_visible":"1|0","planner_rank":"int","input_schema":"optional JSON string","examples":"optional JSON string","object_kind":"optional canonical object kind (page, route, prompt, model, sheet, source, law, skill, store, external, capability)","descriptor_json":"canonical miscsubjects/environment-object/1 JSON: identity, exact operations, relationships, governance, comparables, representations","descriptor_rev":"monotonic descriptor revision; incremented whenever descriptor_json changes","descriptor_hash":"sha256 of canonical descriptor JSON","invocation":"the raw REST JSON that invokes this row: {method,url,headers,body} with the credential left as INJECTED_BY_WORKER; written by POST /api/directory/<key>/test","invocation_curl":"the same request as a curl that runs when pasted into the owner's terminal: credential written as the vault variable for its host ($XAI_API_KEY, $TERMINAL_KEY)","last_status":"transport record of the last test: {http, ok, ms, trace_id, ledger, error, at} — or {skipped, reason}","last_response":"the full payload the last test returned (up to 60k chars)","test_state":"🟢 works | 🔴 broken | 🟡 untested — decided only by POST /api/directory/<key>/test, never by hand","tested_at":"when test_state was decided","row_num":"int · computed · 1-based position in the canonical directory list (stable for a given ordering)"},"_object":{"identity":"directory:SEAL_PANEL","object_type":"directory-object","representations":{"article":"/a/directory/SEAL_PANEL","json":"/api/directory/SEAL_PANEL","skill":"/api/directory/SEAL_PANEL?format=skill","oip_contract":"/api/dispatch?key=SEAL_PANEL"},"ontology":{"parent":"category:adjudication","siblings":[{"id":"directory:ADJUDICATE_GLM_52","key":"ADJUDICATE_GLM_52","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_GLM_52","skill":"/api/directory/ADJUDICATE_GLM_52?format=skill"},{"id":"directory:ADJUDICATE_GLM_FLASH","key":"ADJUDICATE_GLM_FLASH","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_GLM_FLASH","skill":"/api/directory/ADJUDICATE_GLM_FLASH?format=skill"},{"id":"directory:ADJUDICATE_KIMI_K26","key":"ADJUDICATE_KIMI_K26","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_KIMI_K26","skill":"/api/directory/ADJUDICATE_KIMI_K26?format=skill"},{"id":"directory:ADJUDICATE_KIMI_K27","key":"ADJUDICATE_KIMI_K27","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_KIMI_K27","skill":"/api/directory/ADJUDICATE_KIMI_K27?format=skill"},{"id":"directory:ADJUDICATE_LLAMA_33","key":"ADJUDICATE_LLAMA_33","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_LLAMA_33","skill":"/api/directory/ADJUDICATE_LLAMA_33?format=skill"},{"id":"directory:ADJUDICATE_ADVERSARY_GLM52","key":"ADJUDICATE_ADVERSARY_GLM52","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_ADVERSARY_GLM52","skill":"/api/directory/ADJUDICATE_ADVERSARY_GLM52?format=skill"},{"id":"directory:ADJUDICATE_HUMAN_REVIEW","key":"ADJUDICATE_HUMAN_REVIEW","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_HUMAN_REVIEW","skill":"/api/directory/ADJUDICATE_HUMAN_REVIEW?format=skill"},{"id":"directory:ADJUDICATE_IMAGE_LLAMA32","key":"ADJUDICATE_IMAGE_LLAMA32","relation":"shares_capability_family","article":"/a/directory/ADJUDICATE_IMAGE_LLAMA32","skill":"/api/directory/ADJUDICATE_IMAGE_LLAMA32?format=skill"},{"id":"directory:ALLOCATE_REASONING","key":"ALLOCATE_REASONING","relation":"shares_capability_family","article":"/a/directory/ALLOCATE_REASONING","skill":"/api/directory/ALLOCATE_REASONING?format=skill"},{"id":"directory:WITNESS_MINT","key":"WITNESS_MINT","relation":"shares_capability_family","article":"/a/directory/WITNESS_MINT","skill":"/api/directory/WITNESS_MINT?format=skill"}]},"law":"This directory definition is also a human article, model Skill, and invocable OIP object under one identity."},"_environment":{"ref":"directory://seal_panel","descriptor_rev":1,"descriptor_hash":null,"describe":"/api/environment/objects?ref=directory%3A%2F%2Fseal_panel","governance":"/api/environment/governance?ref=directory%3A%2F%2Fseal_panel","comparables":"/api/environment/comparables?ref=directory%3A%2F%2Fseal_panel","manual":"/api/environment?format=markdown","edit_descriptor":"PATCH /api/directory/SEAL_PANEL {\"descriptor_json\":{...},\"expected_descriptor_rev\":1}"}}