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Per-sub-organ build plans so each organ can be made independently. Each spec follows a shared 10-section template (contract + stubs => standalone build/test). - README.md: index, template, integration DAG, build waves - C1: OpenHermes Agent <-> metacognitive cycling (priority) - A1 hub, A2 Energy, A3 PS+, A4 endomotiv array, A5 priors, A6 Eth-Int, A7 conviction array, A8 ETR Numbers stay disowned per restart discipline; unfitted constants marked C1. https://claude.ai/code/session_015hmgREHNsxYCuim33yUF2c
2.2 KiB
2.2 KiB
A5 — Priors database
1. Component
PS+'s non-endocrine "stray": the records of the self — high-salience Triumphs and Traumas (scar/reward tissue). When a current event structurally matches a prior, it activates and injects a large, specific argument into PS+ load.
2. Status / certainty
Structure WORKING (priors.R, 63 L). As a database (query/decay/persistence), C3.
3. Language & location
R · src/endocrine/priors.R (consumed by PS+ A3). Persistence backing → storage (E2/E3) later.
4. Does / does-not
- Does: store prior records; return top active priors above a salience threshold; track activation counts; decay salience over time.
- Does-not: aggregate load (A3) or decide; it is memory tissue, queried by PS+.
5. Interface contract
- Record:
{ id, type∈{TRAUMA,TRIUMPH}, salience(0..1), payload(str), activation_count }. init_priors_state() -> store·add_prior(store,id,type,salience,payload) -> store'·get_top_active_priors(store, threshold=?) -> [record] (desc salience)·activate_prior(store,id) -> store'·decay_prior(store,id,rate=?) -> store'.
6. Dependencies & stubs
None upstream. The match that activates a prior (structural similarity of current event ↔ prior)
is upstream of A5 — stub: call activate_prior(id) directly for tests.
7. Invariants / laws
- L1 (C5): type ∈ {TRAUMA, TRIUMPH} only (invalid types error).
- L2 (C4): salience clamped 0..1; top-active sorted descending; only ≥ threshold are "active."
- L3 (C4): activation is tracked; salience decays over time (for migration cycles).
- L4 (C1): threshold + decay-rate constants — refit invariants-first.
8. Build steps
- Lock the record + L1–L3 as tests. 2. Refit threshold/decay (drop old 0.8 / 0.01 unless re-derived).
- Define the match interface (how an event activates a prior) — likely semantic, ties to A4/A7 tags.
- Add persistence (E2/E3) once storage specs land.
9. Tests
Rscript src/endocrine/test_* (PS+ tests exercise priors); add a dedicated priors test for L1–L3.
10. Open items
- The match mechanism (event ↔ prior structural similarity) — C1.
- Persistence backing (VARIANT store E2 vs RAG E3) — C1.
- Threshold/decay constants (C1).