verify-claims

Featured

Audit a report, plan, or handoff by re-deriving every load-bearing claim from primary sources. Use before trusting subagent/lane reports, before building decisions on unverified claims, or when reviewing a conclusion written earlier (including your own). Distinct from running the app to verify behavior or reviewing a diff — this audits claims.

Code & Development 1,732 stars 157 forks Updated today MIT

Install

View on GitHub

Quality Score: 89/100

Stars 20%
100
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Verify Claims Take a report — a subagent's, a lane's, a plan's, or your own from earlier — and re-derive its load-bearing claims instead of trusting how they sound. Full doctrine: `docs/agent-craft.md` §4. ## Procedure 1. **Extract the load-bearing claims** — those whose falseness would change the decision being made. Ignore decoration; auditing everything dilutes the audit. 2. **Re-derive each from a primary source.** Source hierarchy: running code > tests > docs > comments > memory. Each step down the ladder is a step toward hearsay. 3. **Use a different path than the claim arrived by.** Claim from reading code → check with a runtime observation. Claim from a test → read the code the test exercises. Two derivations sharing a path share that path's blind spot. 4. **Verify decision-material measurements against primary evidence.** Recompute derived counts from raw records. For test, coverage, and timing claims, inspect the actual command/workload, terminal output, and relevant source/environment basis; a summary or inherited counter is insufficient. Match a named commit/artifact exactly; for dirty work, inspect the relevant current paths and account for concurrent changes. Apply root **Validation** to reuse versus re-execution: rerun when evidence is missing, stale, contradictory, cannot establish the claimed result, or independent risk-selected verification requires it. A new handoff alone does not require repeating every successful suite. Decorative counts should be re...

Details

Author
happier-dev
Repository
happier-dev/happier
Created
9 months ago
Last Updated
today
Language
TypeScript
License
MIT

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Listed

verification-coverage

Audit a drafted conclusion, report, review, or plan for load-bearing claims that were never actually checked — classify each as verified/inferred/assumed, run the cheap falsifying command for the unverified ones, correct what turns out wrong, report a coverage figure, and for a durable artifact emit the checks as a runnable claim suite beside it. Use before delivering an output someone will act on, or when asked "how do we know this is right?", "how confident are you?", "check your claims", or "did you verify that?".

1 Updated 1 weeks ago
justinmchoi
AI & Automation Listed

verify

Grade a delivered claim against the artifact instead of against the report of the artifact. Use when acting as a verifier or reviewer on someone else's finished work, checking whether a fix actually landed, confirming a task's done result is true, auditing a claim that has no diff to read — a backfill, a migration, a deploy, a config change — or self-auditing your own claim before you publish it. Covers splitting a claim into checkable assertions, the three-state verdict (pass, fail, not-reached), and the specific failure modes that survive a careless check. Keywords verify, verification, grade, verdict, acceptance, prove it, did it actually work, confirm the fix, check the claim, QA sign-off.

1 Updated 2 days ago
5dive-ai
AI & Automation Listed

verify

Check what you claim before you claim it. Use before reporting that work is done, that tests pass, that something does not exist, or that a change is safe. Turns "be rigorous" into operations - confirm the commit in the same shell, run the whole suite, quote the path beside every negative, read the thing before characterising it, and check what the tool actually returned. Checked by tools/claims.py.

0 Updated 2 weeks ago
openhonest