bodh 1.0.0

# Bodh — Claude Code Instructions

## Project Identity

**Bodh** (Sanskrit: awareness, understanding) — Psychology engine for cognition, perception, learning, and decision-making

- **Type**: Flat library crate
- **License**: GPL-3.0
- **MSRV**: 1.89
- **Version**: SemVer 1.0.0

## Consumers

bhava (psychometric validation), kiran/joshua (NPC cognition, player modeling), agnosai (decision-making models)

## Development Process

### P(-1): Scaffold Hardening (before any new features)

0. Read roadmap, CHANGELOG, and open issues — know what was intended before auditing what was built
1. Test + benchmark sweep of existing code
2. Cleanliness check: `cargo fmt --check`, `cargo clippy --all-features --all-targets -- -D warnings`, `cargo audit`, `cargo deny check`, `RUSTDOCFLAGS="-D warnings" cargo doc --all-features --no-deps`
3. Get baseline benchmarks (`./scripts/bench-history.sh`)
4. Internal deep review — gaps, optimizations, security, logging/errors, docs
5. External research — domain completeness, missing capabilities, best practices, world-class accuracy
6. Cleanliness check — must be clean after review
7. Additional tests/benchmarks from findings
8. Post-review benchmarks — prove the wins
9. Repeat if heavy

### Work Loop / Working Loop (continuous)

1. Work phase — new features, roadmap items, bug fixes
2. Cleanliness check: `cargo fmt --check`, `cargo clippy --all-features --all-targets -- -D warnings`, `cargo audit`, `cargo deny check`, `RUSTDOCFLAGS="-D warnings" cargo doc --all-features --no-deps`
3. Test + benchmark additions for new code
4. Run benchmarks (`./scripts/bench-history.sh`)
5. Internal review — performance, memory, security, throughput, correctness
6. Cleanliness check — must be clean after review
7. Deeper tests/benchmarks from review observations
8. Run benchmarks again — prove the wins
9. If review heavy, return to step 5
10. Documentation — update CHANGELOG, roadmap, docs
11. Version check — VERSION, Cargo.toml, recipe all in sync
12. Return to step 1

### Key Principles

- Never skip benchmarks
- `#[non_exhaustive]` on ALL public enums
- `#[must_use]` on all pure functions
- `#[inline]` on hot-path functions
- Every type must be Serialize + Deserialize (serde)
- Feature-gate optional modules
- Zero unwrap/panic in library code
- All types must have serde roundtrip tests
- Real psychology formulas with known-good reference values

## DO NOT

- **Do not commit or push** — the user handles all git operations
- **NEVER use `gh` CLI** — use `curl` to GitHub API only
- Do not add unnecessary dependencies
- Do not break backward compatibility without a major version bump
- Do not skip benchmarks before claiming performance improvements