agentleFS
quatico-solutionsquatico-solutions/agent-skills/skills/reality-check/SKILL.md

reality-check

Skill2 starsChanged 4 months agoMITView on GitHub

Use before claiming work is done, before merging, or when a claim matters and has not been executed: dispatches separate adversarial subagents to REFUTE each claim and report what they executed versus what they only read. Triggers: reality check, verify claims, is this really done, prove it works, check before merge, adversarial review, did we actually ship this.

14 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

9 rules. 0 are common, 9 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 12 edited versions we read keep these.

  • 9

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

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

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Verify claims by trying to disprove them, with agents that did not make them.

    line 12
  2. Distinctive:

    Before claiming a piece of work is complete

    line 37
  3. Distinctive:

    Before merging something whose failure would be expensive

    line 38
  4. Distinctive:

    When a changelog or plan promises behaviour nobody executed

    line 39
  5. Distinctive:

    After a fix — fixes are where regressions hide, and the fixer is the worst-placed person to find them

    line 40
  6. Distinctive:

    Not needed for work whose correctness is obvious on its face, or already covered by a test that would fail if the claim were false.

    line 43
  7. Distinctive:

    Read it, do not assume it:

    line 57
  8. Distinctive:

    If no DoD is written down, ask rather than inventing one.

    line 63
  9. Distinctive:

    Never invent the Definition of Done: Read it or ask.

    line 113

“Common” is measured: kept by at least 6 in 10 of the 12 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

Reality Check

Verify claims by trying to disprove them, with agents that did not make them.

Why this exists, and why it is not just "review it again"

An agent that inspects its own mechanism will usually conclude it works, because the mental model it uses to read is the same one it used to write. Reading code and judging it is not the same as running it and seeing what happens — only execution can contradict the model.

Two consequences shape everything below:

A green test suite proves only what it tests. A suite can be entirely green while the central mechanism is broken, if the untested case is precisely the one the mechanism exists for. When a claim matters, ask which test would fail if it were false; if the answer is none, the claim is unverified however many tests pass.

Checking your own work shares the blind spot that produced it. The useful instruction is not "confirm this" but "try to prove this is false." An agent asked "does this PR cover deliverable N?" pattern-matches its way to yes; one asked to refute it has to go and look.

When to run this

  • Before claiming a piece of work is complete
  • Before merging something whose failure would be expensive
  • When a changelog or plan promises behaviour nobody executed
  • After a fix — fixes are where regressions hide, and the fixer is the worst-placed person to find them

Not needed for work whose correctness is obvious on its face, or already covered by a test that would fail if the claim were false.

Steps

1. Collect the claims

From whatever states them: a plan's ## Changelog, a PR description, a release checklist, or the user directly. Number them. A claim is a statement that could be false — "the queue orders branches by wave" is a claim; "improved the code" is not, and should be dropped rather than checked.

2. Establish the Definition of Done

Read it, do not assume it:

  • CLAUDE.md / AGENTS.md — look for a Definition of Done section
  • docs/definition-of-done.md where the repo keeps one
  • package.json scripts for the actual gate commands

If no DoD is written down, ask rather than inventing one. A check against invented criteria produces confident nonsense.

3. Dispatch separate refuters — one per claim

Use a subagent per claim, in parallel, and give each the refuting brief. Separateness is the point: an agent verifying its own conclusion carries the error that produced it.

Claim N: "<exact text>". Your job is to establish this is false. Run whatever proves it — the command, the test, the flag, the actual behaviour in a throwaway repo. Do not stop at reading the diff.

Report:

  • REFUTED — with the evidence of absence or of contrary behaviour
  • SUPPORTED — naming the specific file/hunk/command output
  • UNVERIFIABLE — say why, do not guess

State separately what you EXECUTED and what you only READ. A behaviour claim confirmed by reading is not confirmed.

For behaviour claims, running it in a throwaway repo under /tmp beats reading the implementation, every time. That is how the sharpest findings surface.

4. Try to break each fix

Where the claim is "X is fixed", the strongest check is reverting the fix and confirming a test goes red. If nothing fails, the fix is unprotected — say so: it is a finding in its own right, not a footnote.

5. Report — verified separately from inferred

Structure the report so a reader can tell evidence from opinion:

  • Confirmed problems — file:line, reproduction, observed output
  • Held up — claims that survived a genuine attempt to refute them, stated explicitly so they are not re-litigated
  • Unverified — what could not be established, and why
  • Untested surfaces — fixes that no test would catch if reverted

Rank by severity, and say plainly whether the work is ready. "NEEDS WORK" is an acceptable and expected outcome — a check that always passes is not a check.

Guardrails

  • Never verify your own work alone. Dispatch separate agents; that is the whole mechanism.
  • Never accept a reading as proof of behaviour. "The diff appears to add it" is not evidence that it works.
  • Never invent the Definition of Done. Read it or ask.
  • Never soften a finding to be agreeable. The value is in what it catches.
  • Report what you could not check. Silence about a gap reads as a pass.

Common Mistakes

MistakeEffectPrevention
Asking subagents to confirm rather than refuteThey pattern-match to yes; the check finds nothingPhrase every brief as "prove this is false"
Reading the implementation instead of running itConfirms the author's mental model rather than testing itFor behaviour claims, execute in a throwaway repo
Treating a green suite as proofGreen covers the tested cases and is silent on the restAsk which test would fail if the claim were false
Checking your own fixShares the blind spot that produced itSeparate agent, refuting brief
Reporting only problemsThe reader cannot tell what was actually verifiedList what held up, and what stayed unverified
Skipping the revert test on a fixAn unprotected fix silently regresses laterRevert it; if nothing goes red, that is a finding

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.