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Code health, tech debt, what to refactor next.

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repowise
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Claude Code

$ npx -y skills add repowise-dev/repowise --skill code-health --agent claude-code

SKILL.md

code-health.SKILL.md
name: code-health
description: Code health, tech debt, what to refactor next.
user-invocable: false

Code Health with Repowise

Repowise scores **every file 1–10** from deterministic markers — McCabe complexity, deep nesting, brain methods, class cohesion (LCOM4), god classes, clone detection, untested hotspots, function-level churn, ownership dispersion, and more. Zero LLM calls; pure local analysis. The weights are calibrated against a real defect corpus, so a low score means *more likely to harbour bugs*, not just *bigger*.

Pick the mode by what you pass

  • **Dashboard**: `get_health()` (no targets): `fix_first`, the ranked list of

what to fix first, then repo-level KPIs and the lowest-scoring files. Start here for "how healthy is this codebase?" or "what should we clean up?".

  • **Targeted** — `get_health(targets=["src/x.py", "src/y.py"])`: per-file score

and the specific marker findings driving it. Use before/after a refactor, or to explain *why* a file is flagged.

Useful `include` flags

`get_health(targets=[...], include=[...])`:

  • `"biomarkers"` — always return the findings list (what's wrong, where).
  • `"refactoring"` — deterministic, ranked refactoring suggestions (by impact/effort).
  • `"coverage"` — surface coverage data when it's been ingested.
  • `"trend"` — recent health snapshots + declining / predicted-decline signal.

`include` adds blocks; `only=[...]` subtracts them.

How to use the results

1. For "what should I refactor?" → dashboard mode, lead with `fix_first`; open an item with `get_health(fix_id=...)` for its steps and the tests to run, and present the plan, not just the scores. 2. Rank by `weighted_deficit`, not `score` — the score floors at 1.0. 3. For a specific file → report the score, the top 2–3 marker findings, and what each one means in plain language. Avoid dumping the raw payload. 4. Check `unresolved` before calling a file clean: a target listed there matched nothing, and `not_indexed` means run `repowise update`. 5. Before editing a flagged file → cross-check `get_risk(targets=[...])`; a file that is both low-health *and* a churn hotspot deserves the most care. 6. Untested-hotspot / coverage questions → tell the user coverage markers light up once they ingest a report: `repowise coverage add cov.lcov` (LCOV / Cobertura / Clover; a coverage.py `.coverage` also builds the per-test map), then `repowise health --recompute` to fold it into the scores.

CLI equivalents

  • `repowise health` — KPIs + lowest-scoring files
  • `repowise health --refactoring-targets` — ranked by impact / effort
  • `repowise health --trend` — snapshots + declining alerts
  • `repowise coverage add <file>` — ingest coverage, light up untested-hotspot

Error handling

If `get_health` reports no repository, suggest `/repowise:init`. Code health is computed even with a template-rendered wiki (no LLM needed), so it should be available whenever the repo is indexed.

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Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

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Questions about code-health.

Which coding agents can use code-health?
code-health installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.