ai-slop-cleaner
Free[OMX] Run an anti-slop cleanup/refactor/deslop workflow
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[OMX] Stateful validator-gated research loop with native-hook persistence
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Autoresearch is the skill-first replacement for the deprecated omx autoresearch command.
It keeps the useful measured-research loop, but it now runs as a native-hook stateful workflow instead of a direct CLI or tmux launch surface.
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 $best-practice-research for that. If $autoresearch is intentionally run before architecture planning, its approved artifact should feed evidence into $ralplan; it should not become a final architecture/component unless the user explicitly asks for ongoing research automation.
omx autoresearch command surface (hard-deprecated)mission-validator-scriptprompt-architect-artifact.omx/state/.../autoresearch-state.json including:
validation_modecompletion_artifact_pathmission_validator_command or validator_promptoutput_artifact_path$deep-interview --autoresearch for intake and $autoresearch for execution.mission-validator-scriptThe completion artifact must exist and record a passing validator result, for example:
{
"status": "passed",
"passed": true,
"summary": "metric improved beyond baseline"
}
prompt-architect-artifactThe completion artifact must include both an architect approval verdict and an output artifact path, for example:
{
"validator_prompt": "Review the research output against the mission.",
"architect_review": { "verdict": "approved" },
"output_artifact_path": ".omx/specs/autoresearch-demo/report.md"
}
$deep-interview --autoresearch to clarify mission + evaluator..omx/specs/autoresearch-{slug}/mission.md, sandbox.md, and result.json.$autoresearch with the chosen validation mode stored in mode state.omx autoresearch is hard-deprecated.No reviews yet. Tell others what you thought.
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[OMX] Run an anti-slop cleanup/refactor/deslop workflow
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[OMX] Run read-only deep repository analysis and return a ranked synthesis with explicit confidence, concrete file references, and clear evidence-vs-inference boundaries. Use when a user says 'analyze', 'investigate', 'why does', 'what's causing', or needs grounded cross-file explanation before any changes are proposed.
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[OMX] Ask a local external advisor CLI (Claude or Gemini) and capture a reusable artifact
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[OMX] Strict autonomous loop: $deep-interview -> $ralplan -> $ultragoal (+ $team if needed) -> $code-review -> $ultraqa
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[OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch
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[OMX] Bounded best-practice research wrapper using official/upstream evidence first
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