AI-consumed reference. Optimized for Claude to read during execution. Human-readable explanation: see docs/architecture/HIERARCHICAL_PLANNING.md or docs/getting-started/ depending on topic.
Chain-of-Verification
Catch hallucinations by forcing the model to verify its own claims via tools.
Governed by: rules/workflow/chain-of-verification.md (when / why — MANDATORY in Phase 4)
When NOT to Use
- Simple file-list reports with no factual claims
- Quick fixes that don't produce any claim
- User uses
just do:(but still verify destructive claims) - Already ran CoVe on this exact content (cache in memory)
The 4-Step Protocol
Step 1 — Draft
Generate the answer/report as normal. Do NOT optimize for correctness yet.
Step 2 — Plan verifications
List 3–5 focused questions that would disprove the draft. Each question must be:
- Answerable via tool (Read/Bash/Grep/Glob) — not from memory
- Independent — doesn't assume the draft is correct
- Specific — targets a concrete claim, not a vibe
Step 3 — Execute verifications
For each question, run the tool and record the actual result. Don't reason about what "should" be — record what IS.
Step 4 — Revise
Compare each claim in the draft against verification results:
- Claim verified → keep
- Claim contradicted → fix
- Claim unverifiable → soften ("appears to…" or remove)
Example — Phase 4 Security Review
Draft
Security review of /api/users endpoint:
- ✓ No SQL injection risks (uses parameterized queries)
- ✓ Rate-limited at 100 req/min
- ✓ Input validated before DB write
- ⚠ Password comparison timing-safe
Plan Verifications
Q1: Does src/api/users/route.ts use parameterized queries?
→ grep "raw\|concat" src/api/users/
Q2: Is there a rate-limit middleware on /api/users?
→ grep "rateLimit\|rate-limiter" src/api/users/ src/middleware/
Q3: Is input validated before any DB call?
→ Read src/api/users/route.ts — check order of validation vs DB call
Q4: Does password comparison use timing-safe function?
→ grep "timingSafeEqual\|bcrypt.compare" src/
Q5: What's the actual rate limit value?
→ grep -A 3 "rateLimit" src/middleware/
Execute
Q1 result: 0 matches for raw/concat SQL in users/. Uses Prisma ORM.
→ CLAIM VERIFIED
Q2 result: Found src/middleware/rate-limit.ts, applied to /api/*
→ CLAIM VERIFIED
Q3 result: Read route.ts line 12-18: Zod schema parses BEFORE prisma.user.create
→ CLAIM VERIFIED
Q4 result: Found bcrypt.compare in auth service
→ CLAIM VERIFIED (bcrypt.compare is timing-safe by design)
Q5 result: Rate limit = 60 req/min, NOT 100 as draft claimed
→ CLAIM CONTRADICTED
Revise
Security review of /api/users endpoint:
- ✓ No SQL injection risks (Prisma ORM, 0 raw queries) — VERIFIED
- ✓ Rate-limited at 60 req/min (not 100 as initially drafted) — CORRECTED
- ✓ Input validated via Zod before DB write — VERIFIED
- ✓ Password comparison timing-safe (bcrypt.compare) — VERIFIED
Common Claim Types That Need CoVe
| Claim pattern | Verification |
|---|---|
| "X tests pass" | Run the tests, count actual pass/fail |
| "Coverage Y%" | Run coverage tool, read actual number |
| "No security issues" | Grep for known anti-patterns, read flagged files |
| "Function foo exists in bar.ts" | Glob/Read to confirm |
| "API returns 200 for valid input" | Run the request or Read the handler |
| "Tests take X seconds" | Actually run and time them |
| "File has N lines" | wc -l on the file |
| "This change broke nothing" | Run full test suite |
Anti-Patterns
- Verification from memory — "I think Prisma uses parameterized queries, so ✓" — NO. Run the grep.
- Leading questions — "Is the code secure?" — too vague. "Does
src/api/users/route.tsuse raw SQL?" — specific. - Skipping when tired — CoVe is most important when model is confident. Run it.
- Too many questions — 10+ questions becomes its own source of drift. Cap at 5.
- Revising in place without noting changes — always flag what was corrected so user sees the catch.
Tie-Ins
rules/workflow/chain-of-verification.md— policy (MANDATORY for Phase 4)rules/core/verification.md— the general principle CoVe implements concretelyrules/core/no-assumption.md— CoVe is what "never assume" looks like post-draftskills/code-reviewer/SKILL.md— applies CoVe to each of 6 review aspectsskills/bugfix-quick/SKILL.md— verification step in root-cause diagnosis (debugging merged into bugfix-quick in v3.5)