← ClaudeAtlas

evidence-based-developmentlisted

Enforce evidence-based claims through file:line citations, P1/P2/P3 prioritization proportional to evidence, and the ASSERTION/EVIDENCE/VERIFIED pattern for behavioral claims before any recommendation. Use when gathering evidence, presenting findings, or making development decisions. This skill MUST be consulted because confidence is not evidence, and ungrounded claims cause incorrect development decisions.
synaptiai/synapti-marketplace · ★ 6 · AI & Automation · score 74
Install: claude install-skill synaptiai/synapti-marketplace
# Evidence-Based Development ## Iron Law **EVIDENCE BEFORE CLAIMS, ALWAYS. If you haven't read the code, you don't know what it does.** No recommendation without a citation. No behavioral claim without verification. Confidence is not evidence. ## Show Before Decide Never propose a change without first showing the current state: "Here's what I found at `file.rb:42` → here's what I recommend → here's why." ## Citation Requirements Every claim about code carries a `file_path:line_number` reference. When reviewing diffs, cite the file and the specific hunk. When reporting issues, show the exact code snippet. ## Finding Prioritization All findings, review comments, and issues use P1/P2/P3. This operationalizes the organizational hard boundary **"No Ungrounded Claims"**: every finding carries evidence (file:line, test output, runtime observation) proportional to its priority. | Priority | Meaning | Action | |----------|---------|--------| | **P1** | Must fix — blocks merge, security issue, data loss risk, broken functionality | Fix before proceeding | | **P2** | Should fix — logic error, missing edge case, test gap, convention violation | Fix in this PR | | **P3** | Consider — style preference, optimization opportunity | Fix in-PR by default. Cosmetic P3 in untouched files: fix-if-bounded or document inline (default) / follow-up issue (`minimalScope` mode only). Finding triage is NEVER a valid escalation trigger — see `skills/llm-operator-principles/SKILL.md`. | ## ASSER