ai-slop-cleaner
Free[OMX] Run an anti-slop cleanup/refactor/deslop workflow
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[OMX] Bounded best-practice research wrapper using official/upstream evidence first
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Use this skill when a task depends on current external best practices, version-aware guidance, standards, official recommendations, or upstream behavior. This is a workflow wrapper: it routes evidence gathering and synthesis; it is not a new research authority and it does not replace researcher.
Produce a cited, reusable best-practice answer or handoff that separates current external evidence from repo-local facts and dependency-selection decisions. For pre-planning investigation, this is the ordinary first research wrapper: gather official/upstream evidence, then hand it to $ralplan or the caller as planning input. Do not present $best-practice-research as a final architecture component or as a validator-gated research loop.
This skill is terminal and read-only by default. It gathers evidence and produces a cited recommendation with a handoff, then stops. Do not write or edit files, create or amend commits, run mutating commands, or otherwise modify repository state under this skill — even when the question has clear implementation implications. When implementation is warranted, stop and hand off rather than continuing: name $ralplan for planning and $ultragoal, $team, or executor for execution, and resume only after the user explicitly switches to that workflow.
$ralplan, $deep-interview, $team, or another workflow needs current external evidence before planning or execution can be correct.explore for codebase facts.dependency-expert.executor, $ralph, or $team as appropriate.explore first for brownfield facts: current code usage, local constraints, versions, config, and integration points.researcher for official/upstream docs, release notes, standards, migration guides, source-backed examples, and current best-practice evidence for an already chosen technology.dependency-expert only for adoption/upgrade/replacement/comparison decisions.explore when local usage or constraints affect the answer.researcher when current or version-aware practice affects correctness.## Best-Practice Research: <question>
### Direct Recommendation
<actionable guidance or decision support>
### Evidence Used
- Official/upstream: <source URL> — <what it establishes>
- Supplemental, if any: <source URL> — <why it is secondary>
### Version / Date Context
<versions, dates, release channels, or unknowns>
### Repo-Local Context
<facts from explore, or "not needed">
### Boundaries / Non-goals
<what this research does not decide>
### Handoff
<planning/execution/test implications; name the next workflow — `$ralplan` for planning, `$ultragoal`/`$team`/`executor` for execution — and note that this skill stops here unless the user explicitly switches workflows>
Task: {{ARGUMENTS}}
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[OMX] Run an anti-slop cleanup/refactor/deslop workflow
The English summary is being prepared. Showing the original description.
[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] Stateful validator-gated research loop with native-hook persistence
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[OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch
The English summary is being prepared. Showing the original description.