autoresearch

name	autoresearch
description	Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior
argument-hint	[--mission-dir <path>] [--max-runtime <duration>] [--cron <spec>] [--resume <run-id>]
level	4

Autoresearch is a stateful skill for bounded, evaluator-driven iterative improvement. It owns one mission at a time, keeps iterating through non-passing results, records each evaluation and decision as durable artifacts, and stops only when an explicit max-runtime ceiling or another explicit terminal condition is reached.

<Use_When>

• You already have a mission and evaluator from /deep-interview --autoresearch
• You want persistent single-mission improvement with strict evaluation
• You need durable experiment logs under .omq/autoresearch/
• You want a supported path for periodic reruns via Qoder CLI native cron </Use_When>

<Do_Not_Use_When>

• You need evaluator generation at runtime — use /deep-interview --autoresearch first
• You need multiple missions orchestrated together — v1 forbids that
• You want the deprecated omq autoresearch CLI flow — it is no longer authoritative </Do_Not_Use_When>

- Single-mission only in v1 - Mission setup/evaluator generation stays in `deep-interview --autoresearch` - Evaluator output must be structured JSON with required boolean `pass` and optional numeric `score` - Non-passing iterations do **not** stop the run - Stop conditions are explicit and bounded, with max-runtime as the primary strict stop hook

<Required_Artifacts> Canonical persistent storage lives under .omq/autoresearch/<mission-slug>/ and/or .omq/logs/autoresearch/<run-id>/.

Minimum required artifacts:

• mission spec
• evaluator script or command reference
• per-iteration evaluation JSON
• markdown decision logs

Recommended canonical shape:

.omq/autoresearch/<mission-slug>/
  mission.md
  evaluator.json
  runs/<run-id>/
    evaluations/
      iteration-0001.json
      iteration-0002.json
    decision-log.md

Reuse existing runtime artifacts when available rather than duplicating them unnecessarily. </Required_Artifacts>

1. Confirm a single mission exists and evaluator setup is already available. 2. Ensure mode/state is active for `autoresearch` and records: - mission slug/dir - evaluator reference - iteration count - started/updated timestamps - explicit max-runtime or deadline 3. On every iteration: - run exactly one experiment/change cycle - run the evaluator - persist machine-readable evaluation JSON - append a human-readable markdown decision log entry - continue even when evaluation does not pass 4. Stop when: - max-runtime ceiling is reached - user explicitly cancels - another explicit terminal condition is recorded by the runtime

<Cron_Integration> Qoder CLI native cron is a supported integration point for periodic mission enhancement. In v1, prefer documenting/configuring cron inputs over building a large scheduler UI.

If cron is used:

• keep one mission per scheduled job
• preserve the same mission/evaluator contract
• append new run artifacts rather than overwriting prior experiments </Cron_Integration>

<Execution_Policy>

• Do not hand execution back to omq autoresearch
• Do not create multi-mission orchestration
• Prefer reusing src/autoresearch/* runtime/schema helpers where they already match the stricter contract
• Keep logs useful to humans, not only machines </Execution_Policy>