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autoresearch

Stateful validator-gated research loop that keeps nudging until explicit validation evidence exists. Use when a research output is a bounded deliverable that must pass a script or professor-critic validator, not for ordinary pre-planning docs lookup.

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mrzhangguoguo/oh-my-workbuddy
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July 8, 2026 at 07:14
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name
autoresearch
category
research
status
active
description
Stateful validator-gated research loop that keeps nudging until explicit validation evidence exists. Use when a research output is a bounded deliverable that must pass a script or professor-critic validator, not for ordinary pre-planning docs lookup.
agent_created
true
triggers
["autoresearch","validator-gated research","research loop","keep researching until valid"]
> Ported from oh-my-codex `autoresearch`. OMX runtime conventions (`$macro` invocation, `omx` CLI, `.omx/` state directory) are replaced with WorkBuddy idioms (Skill tool, Agent tool, task list, `.workbuddy/memory`). # Autoresearch Autoresearch is a skill-first, stateful research loop. It keeps the useful measured-research loop, but runs as a native WorkBuddy workflow (task list + `.omw/` artifacts) instead of a direct CLI or tmux launch surface. ## Boundary with planning research Use `autoresearch` when the research output itself is a bounded deliverable that must pass an explicit validator. Do not recommend it for ordinary pre-planning docs lookup or general best-practice checks; use the `research` skill for that. If `autoresearch` is intentionally run before architecture planning, its approved artifact should feed evidence into `ralplan`; it should not become a final architecture/component unless the user explicitly asks for ongoing research automation. ## Use when - You want a persistent research loop. - The task should keep nudging until explicit validation evidence exists. - You want init-time choice between script validation and prompt+architect validation. ## Do not use when - You want a generic research/docs lookup (use `research`). - You have not decided the validation regime yet. ## Core contract 1. **Init chooses validation mode.** Pick exactly one: - `mission-validator-script` - `prompt-architect-artifact` 2. **Persist mode state** in `.omw/autoresearch/<slug>/autoresearch-state.json` including: - `validation_mode` - `completion_artifact_path` - `mission_validator_command` **or** `validator_prompt` - optional `output_artifact_path` 3. **Completion is artifact-gated.** The loop does not stop because the model says "done", because a hook fired once, or because several turns were no-ops. 4. **Intake + execution** use skills: invoke the `deep-interview` skill (`skill: deep-interview`) with an autoresearch intake to clarify the mission + evaluator, then run the loop. ## Completion artifact contract ### `mission-validator-script` The completion artifact must exist and record a passing validator result, for example: ```json { "status": "passed", "passed": true, "summary": "metric improved beyond baseline" } ``` ### `prompt-architect-artifact` The completion artifact must include both an architect approval verdict and an output artifact path, for example: ```json { "validator_prompt": "Review the research output against the mission.", "architect_review": { "verdict": "approved" }, "output_artifact_path": ".omw/autoresearch/<slug>/report.md" } ``` ## Recommended flow 1. Invoke the `deep-interview` skill (`skill: deep-interview`) with the `--autoresearch` intake to clarify mission + evaluator. 2. Materialize `.omw/autoresearch/<slug>/mission.md`, `sandbox.md`, and `result.json`. 3. Start `autoresearch` with the chosen validation mode stored in mode state (`.omw/autoresearch/<slug>/autoresearch-state.json`). 4. Use the **task list** to keep nudging the loop, re-running validation, until the completion artifact satisfies the chosen validation mode. 5. Finish only after the validator artifact is complete. ## Migration note - There is no direct `omx autoresearch` CLI in WorkBuddy. - No detached tmux or split-pane launch. - No noop-count completion gate — completion is strictly artifact/validator-gated.
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