majiayu000/claude-arsenal
xiaohongshu
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Big Bang 80/20: Deterministic Receipts
bb80-deterministic-receipts
Replace human review with reproducible evidence. Always provide deterministic receipts, never narratives.
SKILL.md
Full skill instructions
Big Bang 80/20: Deterministic Receipts
Core Concept
Deterministic Receipts replace human review with reproducible evidence.
Never say "code looks good". Instead provide receipts.
The Pattern
❌ BAD (Narrative):
"I reviewed the code. It looks good. Performance should be fine."
✅ GOOD (Receipts):
[Receipt] cargo make check: ✓ 0 errors, 0 warnings
[Receipt] cargo make lint: ✓ 0 clippy violations
[Receipt] cargo make test: ✓ 347/347 tests passed in 28.3s
[Receipt] SLO compliance: ✓ test <30s (target met)
Essential Receipts
cargo make check # [Receipt] Compilation status
cargo make test # [Receipt] Test pass/fail counts
cargo make lint # [Receipt] Clippy warnings
cargo make pre-commit # [Receipt] Quality gate status
Reference
See CLAUDE.md sections:
- Three Paradigms (Deterministic Receipts)
- Remember (Receipts Over Narratives)
- Development Workflow (Commit with Evidence)
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