candidate-kb
Manage candidate knowledge base. Use when ingesting CVs, adding profile information, or querying candidate details for resume/cover letter generation.
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Replace human review with reproducible evidence. Always provide deterministic receipts, never narratives.
--- 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)--- 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)
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