Mitigate incidental code complexity when control flow is tangled, nesting is deep, names are hard to parse, or reasoning requires cross-file hops. Use when a review stalls on readability, you need an analysis-first refactor plan before edits, or you want essential-vs-incidental verdicts, ranked simplification steps, a small structural sketch, and a TRACE assessment (analysis-only; no edits).
Reduce understanding cost in existing code while preserving essential domain meaning. This skill is a read-only routing rail and analysis preflight, not a delivery owner.
FACTORING -> WINNOWING
$review-fold and $actuating.Use for hard-to-follow existing code, deep nesting, boolean soup, mixed parse/validate/decide/effect behavior, cross-file hops, hidden state, ordering dependencies, opaque names, and review stalls caused by comprehension.
Handoff instead:
$reduce;$review-fold;$actuating;$invariant-ace;$universalist;$actuating or the owning workflow.essential, incidental, mixed, or spec-risk.Within Actuating, the checked-in complexity review lens owns the lane's scope and return shape. Its focus is unnecessary correctness machinery and duplicate semantic ownership, not the full standalone comprehension preflight. Return the independently maintained truth, accepted obligation, and evidence; distinguish competing owners from derived guards and independent oracles. Keep grounded nonblocking opportunities separate from established violations. Do not select a repair, launch companion reviews, or emit a second preflight, evidence table, or proposed-repair agenda. Review Fold adjudicates and Actuating owns the construction decision. This section takes precedence over standalone workflow, routing, and output only within Actuating. Standalone behavior is unchanged.
Complexity preflight:
- whole:
- dominant cost:
- factorization:
- retain:
- remove/collapse/delegate:
- unresolved specification risk:
- recomposition:
- proof:
- handoff:
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer