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/analyze

Audit the writing hook from its run log: outcomes, latency, per-check fire counts, and whether each alert was acted on. Use when reviewing hook health, judging a Vale check's precision in practice, or deciding which checks to demote or retire.

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claude
1882 skills12 agents1 MCP

Claude Code

$ npx -y skills add bendrucker/claude --skill analyze --agent claude-code

SKILL.md

analyze.SKILL.md
name: writing:analyze
description: >-
  Audit the writing hook from its run log: outcomes, latency, per-check fire
  counts, and whether each alert was acted on. Use when reviewing
  hook health, judging a Vale check's precision in practice, or deciding which
  checks to demote or retire.
argument-hint: "[--since date] [--json]"
disable-model-invocation: true
allowed-tools:
  - Bash
  - Read

Writing Analyze

The hook dispatcher (`hooks/lint.ts`) appends one JSONL line per run to `~/.claude/writing-hooks/log.jsonl` (controlled by `WRITING_HOOKS_LOG`, see the plugin README). `hook-health.ts` reads it:

bun ${CLAUDE_SKILL_DIR}/scripts/hook-health.ts
bun ${CLAUDE_SKILL_DIR}/scripts/hook-health.ts --since 2026-07-01 --json
bun ${CLAUDE_SKILL_DIR}/scripts/hook-health.ts --log /path/to/log.jsonl

It reads the default log (plus its `.1` rotation) and reports run count, outcomes, latency percentiles including the silent hot path, and per check its fire count, an acted-on column, and the alerts no whole-file re-lint reached.

The acted-on column pairs each shown alert with the next whole-file re-lint of the same file: a check that re-lint no longer raises was acted on, one it still raises was written past. Every file edit since the PostToolUse move lints the saved file. Older entries count only a `Write` as whole-file. Every shown alert no re-lint reached counts as `unconfirmed`, so the two columns account for all of them. The acted-on column reads `n/a` until pairs close. Recall is not measurable from this log, since a check that never fires leaves no line.

A check acted on less than half the time over 20 or more pairs reads prose wrong: sample those runs. A silent-run p95 above 100ms costs every file op. Fixes land as level overrides in `.vale.ini` or edits to `styles/Writing/`, and the next audit's log confirms or refutes them.

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@bendrucker
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Questions about analyze.

Which coding agents can use analyze?
analyze 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.