IronLint Review

SkillMonitoring & ops

Reviews ironlint check health from the telemetry log. Use when the user says "review my ironlint checks", "check health", "which ironlint checks are noisy", "find dead ironlint checks", "ironlint review", or asks for an audit of .ironlint.yml.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the IronLint Review skill

What this skill tells your AI

The instructions your AI receives, as published by ironlint/ironlint in adapters/claude-code/skills/ironlint-review/SKILL.md and read by ahel’s review.

Audit the check set against telemetry. Surface candidates for removal, scope adjustment, or a source fix.

Source of truth

.ironlint/log.jsonl — one record per check invocation, with a per-check breakdown. Each line:

{
  "type": "check",
  "ts": "2026-06-15T00:00:00Z",
  "file": "src/foo.rs",
  "status": "block",
  "elapsed_ms": 42,
  "checks": [
    {"check": "no-debug", "status": "block", "elapsed_ms": 30},
    {"check": "no-todo",  "status": "pass",  "elapsed_ms": 12}
  ]
}
  • The top-level status is the most severe of the checks that ran (block > internal_error > pass). There is no warn tier.
  • checks[] attributes the outcome to each check by id, so you can recommend on specific checks, not just files. checks is empty when no check matched the file.
  • A check with status: "internal_error" carries a reason (timeout, not_found, …) — it couldn't run, which is a broken check, not a finding.

Process

  1. Read .ironlint/log.jsonl.
  2. Aggregate over the last N entries (default last 1000, or all if fewer), grouping by checks[].check (and cross-referencing file).
  3. Surface concerning patterns per check:
    • High block rate (>50% of the files a check ran on): the check may be too strict, or the code it covers genuinely needs fixing at the source.
    • Zero blocks across many runs: the check may be dead — its files scope never matches anything dirty, or it never fires. Confirm it still earns its keep.
    • Recurring internal_error: the check is broken (read its reason) — fix or remove it; a check that can't run protects nothing.
    • Slow checks (high elapsed_ms): flag for optimization or a narrower scope.

Recommendations

For each concerning check, propose ONE of:

  • Investigate source: a high block rate may be a real codebase problem to fix in code, not in the check.
  • Tighten the files scope: narrow the glob so a noisy check fires only where it should.
  • Remove the check: a check that never blocks (and isn't meant as a tripwire) is noise in the config.
  • Fix a broken check: for recurring internal_error, repair the run command or the tool it shells out to.

Never apply recommendations silently. Present each one and ask the user. To re-confirm what a check does on a file, run ironlint check --file <path> --check <id> --format json and read the verdict.

Output format

Reviewed N entries from .ironlint/log.jsonl (date range A → B).

Per-check health:

| Check           | Runs | pass | block | error | Note / recommendation                                  |
|-----------------|------|------|-------|-------|--------------------------------------------------------|
| no-debug        | 31   | 24   | 7     | 0     | High block rate (23%) — investigate src/api or tighten |
| no-todo         | 84   | 84   | 0     | 0     | No blocks — confirm it still earns its keep            |
| eslint-check    | 12   | 9    | 0     | 3     | Broken (reason: not_found) — eslint missing on PATH    |

To re-confirm a check on a file:
  ironlint check --file <path> --check <id> --format json

Notes

  • Records are per check invocation with a per-check breakdown; group by checks[].check to attribute outcomes to a specific check.
  • Statuses are pass, block, and internal_error — there is no warn.

Signals

GitHub stars
20
Forks
2
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
ironlint-review
Source
github.com/ironlint/ironlint