Hub (hub.tcl): syntax-agnostic Tcl coordinator that manages sim
lifecycle, tick-advancement at 90:1, and query routing via
stdin/stdout JSON to sub-processes in their native runtimes.
BoundedPrediction enforces L2 (bounds on every output) and
confidence scale 0.00-10.00.
M3a statistical/main.R: GBM Monte Carlo, Heston stochastic
volatility (Euler-Maruyama with full truncation), Merton
jump-diffusion, HMM 3-state regime detection (forward filter),
GARCH(1,1) volatility forecasting. All produce BoundedPredictions.
M3b sociological/main.pl: Replicator dynamics over 5 behavioral
archetypes, Hegselmann-Krause bounded confidence opinion dynamics,
Nash equilibrium search via constraint satisfaction. Prolog handles
game logic natively; numerical ODE/PDE delegates to R/Octave.
Hub spec updated to reflect Tcl as coordinator language.
- endocrine/AGENTS.md, ichor/AGENTS.md: fix devCorrectionLog relative
path (../../ → ../../../) so it resolves to repo root .claude/
- bus-topology.md: update stale M2/M6 references to current specs
(M2=Data Feeds, M6=Conductor)
- M3a: combine tick/hourly to match hub's six-horizon convention
- .claude/devCorrectionLog.md: interaction pattern corrections for
future instances (additive clarifications, no idle subagents, etc.)
- M3 hub L3: horizons run in parallel, not sequential
- Mention correction log in CLAUDE.md and all subdirectory AGENTS.md
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The folder note said "rename this folder — its a bad name." Renamed
payloads → messages to better describe what crosses the Ada border.
Co-Authored-By: Claude <noreply@anthropic.com>
Mechanical structure-only pass (no document/guide content edits):
- Move src/ichor, src/endocrine, and docs/ into core/; the old top-level
mafiabot_core/ becomes core/. Everything now lives under a single core/ root.
- Drop the "mafiabot" label from the Ada/Alire crate: core.gpr (project Core),
alire.toml name = "core"; the generated *_config.* regenerate as core_config.*.
- Repoint build-critical wiring only:
- .claude/skills/run-sica-fondt/smoke.sh (ponyc + Ada + COBOL paths)
- core/src/endocrine R source()/runner paths and the test glob
- .github/workflows/ci.yml (working-directory + gpr name)
Verified green: smoke ALL GREEN (Pony Ichor, Ada core crate + tests, COBOL E1
vault); R endocrine 14/0; Octave ETR 26/0/1.
Deferred (reserved for a less-ephemeral doc/guide pass): docmap.yaml, the guide
files and nested AGENTS.md/README prose + now-stale relative links, SOUL.md, and
the deeper ring/storage restructure.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015hmgREHNsxYCuim33yUF2c
