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bb80-deterministic-receipts

Replace human review with reproducible evidence. Always provide deterministic receipts, never narratives.

Installable skillMITBy seanchatmangptUpdated Oct 27, 2026
INTENDED FORClaude CodeInstall in a listed agent.

instructions.md

---
name: bb80-deterministic-receipts
description: "Replace human review with reproducible evidence. Always provide deterministic receipts, never narratives."
allowed_tools: "Bash(cargo make:*)"
---

# 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

```bash
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)

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.

Resource notes updated 2026-10-27 · Original instructions by seanchatmangpt