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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
47 lines
2.2 KiB
Markdown
47 lines
2.2 KiB
Markdown
# A5 — Priors database
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## 1. Component
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PS+'s non-endocrine "stray": the records of the self — high-salience **Triumphs and Traumas**
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(scar/reward tissue). When a current event structurally matches a prior, it activates and injects
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a large, specific argument into PS+ load.
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## 2. Status / certainty
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Structure WORKING (`priors.R`, 63 L). As a *database* (query/decay/persistence), C3.
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## 3. Language & location
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R · `src/endocrine/priors.R` (consumed by PS+ A3). Persistence backing → storage (E2/E3) later.
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## 4. Does / does-not
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- **Does:** store prior records; return top active priors above a salience threshold; track
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activation counts; decay salience over time.
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- **Does-not:** aggregate load (A3) or decide; it is memory tissue, queried by PS+.
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## 5. Interface contract
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- **Record:** `{ id, type∈{TRAUMA,TRIUMPH}, salience(0..1), payload(str), activation_count }`.
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- `init_priors_state() -> store` · `add_prior(store,id,type,salience,payload) -> store'` ·
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`get_top_active_priors(store, threshold=?) -> [record] (desc salience)` ·
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`activate_prior(store,id) -> store'` · `decay_prior(store,id,rate=?) -> store'`.
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## 6. Dependencies & stubs
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None upstream. The **match** that activates a prior (structural similarity of current event ↔ prior)
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is upstream of A5 — *stub:* call `activate_prior(id)` directly for tests.
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## 7. Invariants / laws
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- **L1 (C5):** type ∈ {TRAUMA, TRIUMPH} only (invalid types error).
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- **L2 (C4):** salience clamped 0..1; top-active sorted descending; only ≥ threshold are "active."
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- **L3 (C4):** activation is tracked; salience decays over time (for migration cycles).
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- **L4 (C1):** threshold + decay-rate constants — refit invariants-first.
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## 8. Build steps
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1. Lock the record + L1–L3 as tests. 2. Refit threshold/decay (drop old 0.8 / 0.01 unless re-derived).
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3. Define the **match** interface (how an event activates a prior) — likely semantic, ties to A4/A7 tags.
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4. Add persistence (E2/E3) once storage specs land.
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## 9. Tests
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`Rscript src/endocrine/test_*` (PS+ tests exercise priors); add a dedicated priors test for L1–L3.
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## 10. Open items
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- The **match** mechanism (event ↔ prior structural similarity) — C1.
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- Persistence backing (VARIANT store E2 vs RAG E3) — C1.
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- Threshold/decay constants (C1).
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