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Findings Ledger

Category: Engineering  ·  Sub-category: code-quality  ·  Last updated:
type:review
Use when recording, tallying, or triaging stochastic review findings — the append-only JSONL ledger where Tier 2 (advisory, unevidenced) reviewer output goes instead of blocking language. Triggers on "log this finding", "ledger add", "tally the findings", "triage findings", "is this finding recurring", "retire this noise", or whenever a reviewer produces an unevidenced concern that should be measured for recurrence rather than chased. For the review itself see code-review-and-quality or skill-library-review; for verifying formal claims with deterministic evidence see adversarial-claims-reviewer.

From the source SKILL.md

Stochastic judgment proposes; deterministic verification disposes (tier doctrine: .claude/rules/review-tiers.md). This skill is the proposes side's inbox: a single append-only JSONL at .claude/ledger/findings.jsonl where Tier 2 findings accumulate fingerprinted, so the same defect phrased two ways across runs usually collides to one entry (a heuristic — see the limits doc) and recurrence across independent runs — not rhetoric — decides what gets investigated.

What this skill does

Findings Ledger is a community-contributed Claude Code skill in the code-quality sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/findings-ledger/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when recording, tallying, or triaging stochastic review findings — the append-only JSONL ledger where Tier 2 (advisory, unevidenced) reviewer output goes instead of blocking language. Triggers on "log this finding", "ledger add", "tally the findings", "triage findings", "is this finding recurring", "retire this noise", or whenever a reviewer produces an unevidenced concern that should be measured for recurrence rather than chased.

Who uses this skill

The Findings Ledger Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 118,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/findings-ledger
curl -L https://claudskills.com/skills/findings-ledger/SKILL.md \
  -o ~/.claude/skills/findings-ledger/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/findings-ledger/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/findings-ledger/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\findings-ledger\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Findings Ledger Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/findings-ledger/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Findings Ledger skill do?
Use when recording, tallying, or triaging stochastic review findings — the append-only JSONL ledger where Tier 2 (advisory, unevidenced) reviewer output goes instead of blocking language. Triggers on "log this finding", "ledger add", "tally the findings", "triage findings", "is this finding recurring", "retire this noise", or whenever a reviewer produces an unevidenced concern that should be measured for recurrence rather than chased. For the review itself see code-review-and-quality or skill-library-review; for verifying formal claims with deterministic evidence see adversarial-claims-reviewer.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Findings Ledger skill?
Use Findings Ledger when your Claude Code task falls under the Engineering category — specifically in the code quality area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Findings Ledger" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Findings Ledger skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Findings Ledger is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
LazyIsEfficient. (2026). Findings Ledger [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/findings-ledger/
BibTeX
@misc{findings-ledger-2026,
  author    = {LazyIsEfficient},
  title     = {Findings Ledger [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/findings-ledger/}
}

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