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NotRedFoxNotRedFox/NotRedFoxs-Claude-skills/claim-check/SKILL.md

claim-check

Skill1 starsChanged 34 days agoMITView on GitHub

Audits a README or docs against the real project. Lists every checkable claim (numbers, commands, behaviour, file names, links, comparisons, outside facts), checks each by running or reading the code, then fixes the docs where they are wrong.

8 other projects use a version of this.

Adopted by

Most recently taken up by

The file

We split this skill into the rules it gives an agent

10 rules. 0 are common, 5 are distinctive, and 5 are very specific to this project.

  • 0

    Common

    Most of the 5 edited versions we read keep these.

  • 5

    Distinctive

    This author's own choices. Worth a look.

  • 5

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Read each file line by line and pull out every sentence that could be true or false.

    line 27
  2. Distinctive:

    Commands and examples: run them in a scratch copy or a virtual environment, never in a way that changes the user's real setup.

    line 48
  3. Distinctive:

    Behaviour: write the smallest script that shows it, and run it.

    line 49
  4. Very specific:

    Names, paths and links: check that each file, function and option exists.

    line 50
  5. Distinctive:

    Before running anything that installs system packages, costs money, sends messages, writes outside a scratch area or changes data, ask …

    line 53
  6. Very specific:

    Never mark a claim True without evidence in the ledger.

    line 66
  7. Very specific:

    If it's unclear which side is wrong, fix the docs to match what the code does now, and also list it under "Possible code bugs" marked …

    line 73
  8. Very specific:

    If you can't edit the files (no permission), write each fix as exact replacement text in the ledger and mark it proposed, not applied.

    line 76
  9. Distinctive:

    Keep the evidence for each claim short but real: the command and the lines of output that decide it.

    line 117
  10. Distinctive:

    Run from the project root:

    line 123

“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Claim Check

Docs drift. A number was true once, a command was renamed, an example stopped running, a link moved. Find every claim the docs make, check each one with evidence, and fix the docs where they are wrong.

Output: claim-check/<YYYY-MM-DD>.md (the ledger), plus fixes to the docs.

Searching code: use rg (ripgrep) when it's installed. It skips .git, node_modules and other ignored files, and returns only the matching lines, so it uses far fewer tokens than cat, find or grep -r. Read only the part of a file you need. Fall back to grep -rn if rg isn't there.

Step 1. Decide the scope

Default: README.md at the root and in each top-level folder, plus docs/. Files inside examples/ are sample output, so leave them out unless the user includes them. Include other files the user names (CHANGELOG, SKILL.md, docstrings, the website). Write the list of files at the top of the ledger. Config and code files (pyproject.toml, package.json, source) are evidence, not claim sources.

Step 2. List every claim

Read each file line by line and pull out every sentence that could be true or false. Skip opinions ("easy to use") and plans ("coming soon"), but note them as Opinion so the count is honest.

TypeExamples
Number"15 tests", "17 areas", "about 22 calls", "3x faster", "under 50 KB"
CommandInstall steps, npm run build, CLI flags
Code exampleA code block that should run or produce shown output
Behaviour"Raises an error on empty input", "retries 3 times", "defaults to UTF-8"
Name or pathFile, folder, function, option or setting names
LinkURLs, relative links, #anchors
Comparison"Fewer calls than X", "faster than Y"
Outside factA version, a paper's finding, another project's numbers
Past result"In our run, 4 of 9 failed": check it against the saved record of that run

Give each claim an ID (C1, C2, ...) and record the file, line and exact quote.

Step 3. Check each claim

Pick the strongest check available, in this order: run it, count it, read the code, fetch the source. Record the exact command or file you used and the real output, trimmed to what matters.

  • Numbers: count from the files or re-run what produced them. For a measured figure (time, tokens), check it against the saved record (raw logs, or a written summary of the run such as a RUN.md). If no record exists, mark it Can't check.
  • Commands and examples: run them in a scratch copy or a virtual environment, never in a way that changes the user's real setup. Compare the output with what the docs show.
  • Behaviour: write the smallest script that shows it, and run it. If that's not possible, read the code path and quote the lines.
  • Names, paths and links: check that each file, function and option exists. Fetch external links. For relative links and #anchors, check the target exists.
  • Comparisons and outside facts: open the source the claim relies on. Never confirm one from memory.

Before running anything that installs system packages, costs money, sends messages, writes outside a scratch area or changes data, ask first.

Then give each claim one verdict:

VerdictMeaning
TrueEvidence matches
FalseEvidence contradicts it
Partly truePart holds, part doesn't, or the wording overstates it
Out of dateIt was true for an older version
Can't checkNo way to check it here. Say why, and what would check it.
OpinionNot a factual claim

Never mark a claim True without evidence in the ledger. Be as strict with claims that sound right as with ones that look wrong.

Step 4. Fix the docs

For every False, Partly true and Out of date claim:

  • Change the docs to match reality, not the code to match the docs. If the code looks like the bug (the docs describe the intended behaviour), don't edit either one: list it under "Possible code bugs" for the user.
  • If it's unclear which side is wrong, fix the docs to match what the code does now, and also list it under "Possible code bugs" marked intent unclear, so the user can decide.
  • Make the smallest edit that makes the sentence true. Keep the author's voice and formatting.
  • Re-check the new wording with the same evidence.
  • If you can't edit the files (no permission), write each fix as exact replacement text in the ledger and mark it proposed, not applied.
  • Fix broken examples so they run, and run them again.
  • For Can't check, soften the wording only if it reads as checked when it isn't (for example "measured" with no record). Otherwise leave it and list it.

Step 5. Write the ledger

claim-check/<YYYY-MM-DD>.md:

# Claim check

Checked <YYYY-MM-DD>. Files: ...

## Summary
| Verdict | Count |
|---|---|
| True | |
| False (fixed) | |
| Partly true (fixed) | |
| Left for the user (possible code bug) | |
| Fix proposed, not applied | |
| Out of date (fixed) | |
| Can't check | |
| Opinion | |

## Fixes made
| ID | File:line | Was | Now | Evidence |
|---|---|---|---|---|

## Possible code bugs
Places where the docs look right and the code looks wrong.

## Can't check
| ID | Claim | Why | What would check it |
|---|---|---|---|

## All claims
| ID | File:line | Claim | Type | Check | Verdict |
|---|---|---|---|---|---|

Keep the evidence for each claim short but real: the command and the lines of output that decide it.

Step 6. Check your own writing

The ledger and every doc edit follow these rules: no em or en dashes, no emoji, no exclamation marks, no filler (genuinely, actually, really, simply, just, basically), no inflated words (robust, leverage, seamless, comprehensive, crucial, cutting-edge, game-changer), no stock phrases ("it's worth noting", "in conclusion"). Don't copy personal info (emails, keys, home folder paths, names of private people) from the project into the ledger. Public project names and handles in URLs are fine.

Run from the project root:

grep -nEi '—|–|!( |$)|\b(genuinely|actually|really|simply|just|basically|robust|leverag\w*|seamless|comprehensive|crucial|cutting.edge|game.changer|furthermore|moreover)\b|worth noting|in conclusion' claim-check/*.md

Quoted claims from the original docs are exempt.

Step 7. Tell the user

In chat: the counts by verdict, every fix in one line each, any possible code bugs, and the Can't check items they could confirm. Do not commit unless the user asks.

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