sica-fondt/core/CLAUDE.md
Claude 1da2fa19c6
Enrich M3 sim sub-specs with 11 discovered frameworks and 360:1 minimum speed
- M3 hub: add L3 invariant (360:1 minimum sim speed), six-horizon time table
- M3a: add Heston stochastic vol, rough volatility (fBM), HMM regime detection,
  DCC-GARCH copula, jump-diffusion; six-horizon mapping
- M3b: add Hegselmann-Krause bounded confidence, complex contagion, bandit-
  replicator hybrid, MFG (HJB+FP), pump-and-dump 3-type ABM; six-horizon mapping
- M3c: add six-horizon time table
- M3d: add Kolokoltsov adversarial (non-linear FP + WENO), DSMFG bilevel
  optimization, cross-chain adversarial arbitrage; six-horizon mapping
- M3e: add kinked lending rate model, DeXposure inter-protocol credit network,
  composable yield optimizer; six-horizon mapping
- M3f: add MFG for validator populations, six-horizon time table
- M3g: add Almgren-Chriss optimal execution, six-horizon mapping
- CLAUDE.md: add subagent productivity note

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-07-13 21:29:38 +00:00

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# CLAUDE.md
Keep this file under **200 lines**. For team setup and a newcomer walkthrough, see [`ONBOARDING.md`](../ONBOARDING.md); for how the docs fit together and which to read when, see [`AGENTS.md`](AGENTS.md).
## What this is
sica-fondt is a **design-first, polyglot organism**: a Pony perfusion bus (Ichor) feeds an Ada/SPARK border (D1). The design docs are the source; the code follows them usually.
## Working agreements
- **You're the dev.** When details are missing or a decision is open, make a reasonable call and fill in concrete details — aim to leave no placeholders, and only delay if something is genuinely ambiguous.
- **Verify, then commit.** After generating or editing, confirm it works (build / run / `run-sica-fondt` smoke), then commit with a descriptive message. Commit and push before ending a session — the container is ephemeral.
- **Design before code.** If something feels ambiguous, the answer is usually already written in `docs/`. Sync the design first. Saves us all some time.
## Build & run
Use the `run-sica-fondt` skill (`.claude/skills/run-sica-fondt/`) — its `smoke.sh` builds and runs every executable unit and asserts output:
```bash
.claude/skills/run-sica-fondt/smoke.sh
```
Per-unit commands and gotchas live in that unit's `AGENTS.md`. Toolchains (ponyc/Alire/GnuCOBOL) are reinstalled each session by the SessionStart hook `.claude/hooks/install-toolchains.sh`; if `ponyc` isn't found, `export PATH=/root/.local/share/ponyup/bin:$PATH`. If a new toolchain is needed, first add it to the SessionStart hook.
## Invariants — do not violate
- **S1:** all external traffic crosses the Ada border (D1) first; never route around it.
- **S2:** never reclassify a message's provenance.
- **S3 / vault:** the COBOL invariant-law vault (Invariant 0, the culpability anchor; 01, "harm" "less";) is immutable at runtime — don't edit it unless explicitly directed and only as such.
## Subagents
When spawning background agents (Haiku for research, etc.), **keep working on the main task while they run**. Don't wait idle — fold in results as they arrive, edit other files, or advance unrelated build steps. Background agents are cheap parallelism; wasting the main context window on waiting defeats the purpose.
## Docs map
- `README.md` — the project and its intent.
- `docs/` — architecture (`bus-topology.md`, `gen03_state_of_architecture.md`, …).
- `ONBOARDING.md` — new-teammate setup and walkthrough.
- `AGENTS.md` — directions for how to proceed.
- `docmap.yaml` — machine-readable index: doc routing, organ list.