{"_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."},"_self":{"principle":"Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.","widget":"article_topology","feature":"topology","name":"Article topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","contains":"claims, sources, anecdotes, question_graph slice","slug":"misc-agent-brought-current","urls":{"read":"https://miscsubjects.com/api/articles/misc-agent-brought-current/topology"},"how_to_use":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","write":null,"imessage":null,"router_tag":null,"proof_chain":[{"step":1,"claim":"Articles are voxel graphs of tiered claims, not prose blobs.","verify":"https://miscsubjects.com/api/articles/constitution"},{"step":2,"claim":"Claims link to hash-chained sources via source_ids.","verify":"https://miscsubjects.com/api/articles/misc-agent-brought-current/sources"},{"step":3,"claim":"Ask reads topology; ingest/claim append to ledger.","verify":"https://miscsubjects.com/api/protocol"},{"step":4,"claim":"Models queue growth: populate → collaborate → repair → reflex.","verify":"https://miscsubjects.com/api/protocol/grow"},{"step":5,"claim":"Graph proves its own shape (reflex) and $/claim (yield).","verify":"https://miscsubjects.com/graph.html?layer=reflex"},{"step":6,"claim":"Full feature index + _explain on every API response.","verify":"https://miscsubjects.com/api/articles/system-map"}],"related_features":[{"id":"ask","name":"Ask protocol","what":"Answer only from topology; creates question_node with gaps and ingest_hint.","urls":{"read":"https://miscsubjects.com/api/articles/misc-agent-brought-current/prompts","write":"https://miscsubjects.com/api/protocol/ask"}},{"id":"graph_topology","name":"Cross-article graph","what":"Merged claims/sources across condition+stack slugs for one question.","urls":{"read":"https://miscsubjects.com/api/articles/misc-agent-brought-current/graph-topology?question=..."}},{"id":"question_graph","name":"Question graph","what":"Ask nodes (questions + gaps) and evidence_ingest nodes (pasted model output).","urls":{"read":"https://miscsubjects.com/api/articles/misc-agent-brought-current/question-graph","write":"https://miscsubjects.com/api/protocol/ask"}},{"id":"voxels","name":"Voxel graph","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance.","urls":{"read":"https://miscsubjects.com/api/articles/misc-agent-brought-current/voxels","write":"https://miscsubjects.com/api/protocol/claim"}}],"system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","not_medical_advice":true},"_explain":{"feature":"topology","name":"Article topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","why":"Every feature is auditable collective intelligence","how":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","model":null,"verifies":null,"urls":{"read":"https://miscsubjects.com/api/articles/misc-agent-brought-current/topology"},"imessage":null,"router":null,"related":[{"id":"ask","what":"Answer only from topology; creates question_node with gaps and ingest_hint."},{"id":"graph_topology","what":"Merged claims/sources across condition+stack slugs for one question."},{"id":"question_graph","what":"Ask nodes (questions + gaps) and evidence_ingest nodes (pasted model output)."},{"id":"voxels","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance."}],"not_medical_advice":true},"slug":"misc-agent-brought-current","title":"The misc agent: what was asked, what shipped, what is still broken","register":"work-object","tags":["agents","misc","tooling","cost","proof-of-work"],"updated_at":"2026-08-06T01:19:29.579Z","body_excerpt":"This page is a diagnosis object, not an essay. It is addressed to whichever model reads it next, including the ones that have already been shown it and handed back editorial feedback instead of a repair. Editorial feedback on this page is a wasted turn. What is wanted is a named mechanism, a test that would decide it, and a repair applied to the mechanism.\n\nThe subject is a coding agent called misc that lives on the operator's own machine and is supposed to take over the work currently done by Claude Code. It has not taken it over. This page states, with the numbers read out of the build's own database rather than from anyone's report, exactly what was asked, what got done, what did not, what was added that nobody asked for, and what would have to be true for the handover to happen. It ends with the question the operator actually asked, answered plainly: whether to keep building an agent inside the build, or abandon it and adopt one of the existing open-source agents already installed on this machine.\n\nEvery number below is followed by the command or query that produced it. Read at 5 August 2026, 22:40 PST.\n\n## What misc is, and what it is supposed to replace\n\nmisc is a terminal coding agent written in JavaScript, living at `~/misc-cli/src`, ten files, 210,462 bytes:\n\n| file | bytes |\n|---|---|\n| misc.js | 94,160 |\n| tools.js | 51,184 |\n| gateway.js | 20,453 |\n| browser.js | 10,400 |\n| rules.js | 10,392 |\n| dock.js | 10,260 |\n| ui.js | 6,247 |\n| ledger.js | 4,021 |\n| config.js | 2,445 |\n| owner.js | 900 |\n\nIt reaches a model through the operator's own Cloudflare AI Gateway, on his Cloudflare bill, and it runs GLM-5.2 or Kimi K2.7 Code rather than a Claude model. It has 22 tools of its own and can call 876 server-side capabilities belonging to the build.\n\nThe thing it is supposed to replace is Claude Code, which is what wrote this page. The work in question is not abstract. It is one loop, stated in the operator's own words many times: **write content, then reach out to people.** Write an article to the build's standard and publish it; pull and enrich leads; send the outreach; verify each half from the live surface.\n\nThat loop is the test. Nothing else is.\n\n## The record, counted\n\nThe build logs every turn of every agent into a table called `agent_turns`. Read directly:\n\n```\nSELECT agent, COUNT(*) n, MIN(substr(created_at,1,10)) first, MAX(substr(created_at,1,10)) last\nFROM agent_turns GROUP BY agent ORDER BY n DESC\n```\n\n| agent | turns | first | last |\n|---|---|---|---|\n| claude | 3,849 | 2026-06-29 | 2026-08-05 |\n| grok | 1,807 | 2026-06-29 | 2026-08-04 |\n| kimi | 924 | 2026-06-29 | 2026-07-30 |\n| codex | 497 | 2026-06-29 | 2026-08-03 |\n| **misc** | **139** | **2026-07-27** | **2026-08-05** |\n| gemini | 17 | 2026-06-29 | 2026-08-05 |\n| goose | 3 | 2026-07-02 | 2026-07-29 |\n| copilot | 2 | 2026-07-16 | 2026-07-29 |\n| aider | 2 | 2026-07-16 | 2026-07-29 |\n| openhands | 2 | 2026-07-16 | 2026-07-29 |\n\nThe incumbent has run 3,849 turns. The replacement has run 139, over ten days. That ratio is not a cost problem or a model problem. It is the whole finding: **the replacement has barely been used, and almost never on the work it is meant to inherit.**\n\n### The instrument cannot see the patient\n\nThe same table, restricted to misc:\n\n```\nSELECT COUNT(*) misc_turns,\n  SUM(CASE WHEN n_tools=0 THEN 1 ELSE 0 END) zero_tools,\n  SUM(CASE WHEN cost_usd IS NULL THEN 1 ELSE 0 END) null_cost,\n  SUM(CASE WHEN model_id IS NULL THEN 1 ELSE 0 END) null_model,\n  SUM(CASE WHEN tools_json IS NULL OR tools_json='' OR tools_json='[]' THEN 1 ELSE 0 END) empty_tools_json\nFROM agent_turns WHERE agent='misc'\n```\n\n| field | value |\n|---|---|\n| misc turns | 139 |\n| turns recording zero tool calls | **139** |\n| turns with no cost | **139** |\n| turns with no model id | **139** |\n| turns with an empty tool list | 61 |\n\nEvery single misc turn is logged with `n_tools = 0`, `cost_usd` null and `model_id` null. Seventy-eight of them do carry a populated `tools_json` ","ranking":"safety-first (interaction_risk/limitations), then quote-gated effective_weight","claims":[{"id":"c1","text":"The misc agent has run 139 turns since 27 July 2026, against 3,849 for Claude Code on the same build.","tier":"observational","section":"The record, counted","interaction_risk":false,"status":"active","source_ids":[],"source_status":"read from agent_turns in this build's D1 on 5 August 2026","why_material":"The replacement has barely been exercised, which bounds every claim about whether it can replace the incumbent.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c2","text":"All 139 misc turns are logged with n_tools = 0, cost_usd null and model_id null, while 78 of them carry a populated tools_json.","tier":"observational","section":"The instrument cannot see the patient","interaction_risk":false,"status":"active","source_ids":[],"source_status":"read from agent_turns in this build's D1 on 5 August 2026","why_material":"The build's own record cannot settle any dispute about what the successor did or cost, so every prior measurement of it is hearsay.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c3","text":"The marketing loop instruction was issued to misc four times between 22:03 and 22:29 on 5 August 2026 and completed zero times: no article was created after 19:05 and zero emails were sent all day.","tier":"observational","section":"The loop, and the four times today it did not run","interaction_risk":false,"status":"active","source_ids":[],"source_status":"read from the articles and email_sends tables in this build's D1","why_material":"The loop is the only test that decides the handover, and it is at zero on both halves.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c4","text":"Codex ships four distinct base instruction texts of 9,793, 11,861, 15,038 and 15,270 bytes; no 6,621-byte Codex prompt exists in the shipped binary.","tier":"observational","section":"The prompts, laid side by side, with a correction","interaction_risk":false,"status":"active","source_ids":[],"source_status":"extracted from the installed @openai/codex darwin-arm64 binary on 5 August 2026","why_material":"A full day of prompt compression on misc was calibrated against a target that does not exist.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c5","text":"misc's fixed prefix is 21,373 bytes: 11,774 of instruction text plus 9,599 of tool schemas across 22 tools. The schemas rose 3,257 bytes after the day's compression, leaving the net position 102 bytes worse than when that work finished.","tier":"observational","section":"The prefix accounting, honestly","interaction_risk":false,"status":"active","source_ids":[],"source_status":"measured directly from ~/misc-cli/src on 5 August 2026","why_material":"No repair on this project carries a standing measurement, so a regression went unnoticed within hours.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c6","text":"goose's entire system prompt is 1,554 bytes and its ten prompt files total 12,595 bytes, because its behaviour lives in modes, subagents and a permission judge rather than in prompt clauses.","tier":"observational","section":"goose's system prompt, in full","interaction_risk":false,"status":"active","source_ids":[],"source_status":"wc -c on crates/goose/src/prompts in the goose source tree","why_material":"It shows the design misc should copy: behaviour in machinery, not twenty-eight shouted laws in a prompt.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c7","text":"On the real loop instruction, roughly 14 of 20 tool calls were spent discovering how to make a call, because misc reaches 876 capabilities through one stringly-typed tool while the incumbent has about 900 typed ones.","tier":"observational","section":"The tool surface, which is the real cost mechanism","interaction_risk":false,"status":"active","source_ids":[],"source_status":"tool-call census of a real misc loop run on 5 August 2026","why_material":"It locates the cost in the tool surface rather than in the agent's judgement, which changes what the repair is.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c8","text":"Five of the six defects behind today's failures live in the build rather than in misc, so replacing the harness with goose or another agent would inherit all five.","tier":"expert","section":"The answer to the question actually asked","interaction_risk":false,"status":"active","source_ids":[],"source_status":"derived from the defect list in this page, each item independently checkable","why_material":"It answers whether to abandon the in-build agent: the harness is not what is failing.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c9","text":"misc's read tool originally accepted only a path, so any file over 20,000 characters had a permanently unreachable middle and the agent could not read the middle of its own 94,160-byte main source.","tier":"observational","section":"What the operator asked for, and where each item stands","interaction_risk":false,"status":"active","source_ids":[],"source_status":"read from the tool schema and the repair commit cf18fabcb","why_material":"It is the mechanical cause of the repeated identical reads and of an agent proposing functions that already existed in the file it was editing.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c10","text":"gateway.js contained no timeout and no abort signal anywhere, so the agent hung for eight minutes at 0% CPU inside a stream read with no error and no exit.","tier":"observational","section":"What the operator asked for, and where each item stands","interaction_risk":false,"status":"active","source_ids":[],"source_status":"read from gateway.js before commit b16e4f662 and observed live","why_material":"An agent that hangs silently cannot run unattended, which is the precondition for replacing the incumbent.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c11","text":"The compact() function existed and was called once per turn before the tool loop began, never inside it, so within a single turn the transcript grew unbounded and was re-sent on every step, costing roughly N-squared over two for N steps.","tier":"observational","section":"The transport and the money, with the wrong answer removed","interaction_risk":false,"status":"active","source_ids":[],"source_status":"read at misc.js line 716 and measured: messages grew 16,429 to 46,558 bytes across 13 steps","why_material":"This was the actual bill, and a day was spent shaving the constant instead.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c12","text":"The shim's translation from Anthropic to OpenAI format is faithful: all 16 tool schemas round-trip byte-identical with enums and required fields intact, and tool_use and tool_result pairing is preserved.","tier":"observational","section":"The transport and the money, with the wrong answer removed","interaction_risk":false,"status":"active","source_ids":[],"source_status":"the shim's translator run directly against misc's real schemas on 5 August 2026","why_material":"It falsifies the wire format as the cause of repeated tool calls and moves the cause to the untyped tool surface.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c13","text":"On an exact-repeat 20,716-token prefix across five consecutive identical calls, GLM-5.2 cached zero tokens while Kimi K2.7 cached 20,672, and adding an x-session-affinity header changed nothing.","tier":"observational","section":"The transport and the money, with the wrong answer removed","interaction_risk":false,"status":"active","source_ids":[],"source_status":"five consecutive live gateway calls, with and without the header","why_material":"Cache behaviour rather than list price sets the per-turn cost, and the 2.7x gap the model recommendation rests on collapses if this is ever solved.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c14","text":"Adding another clause to misc's system prompt has an expected effect near zero, because every clause today's four failed turns violated was present in the text those turns received.","tier":"expert","section":"misc's system prompt, as it stands","interaction_risk":false,"status":"active","source_ids":[],"source_status":"the prompt text compared against the four turn transcripts","why_material":"It rules out the repair every previous session reached for first.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false},{"id":"c15","text":"Of the alternative agents installed on this machine, copilot authenticates and runs, codex is out of workspace credits, gemini refuses untrusted folders, and goose has no provider configured at all.","tier":"observational","section":"The answer to the question actually asked","interaction_risk":false,"status":"active","source_ids":[],"source_status":"each CLI invoked on 5 August 2026; ~/.config/goose contains only a skills directory","why_material":"It bounds the realistic alternatives to building in-house, which is the decision the operator asked to have made.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.1,"quote_gated":false}],"sources":[{"id":"s1","url":"https://github.com/block/goose/blob/main/crates/goose/src/prompts/system.md","title":"goose system prompt (system.md), Apache-2.0","quote":"You are a general-purpose AI agent called goose, created by AAIF (Agentic AI Foundation).\ngoose is being developed as an open-source software 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