core/docs
Shay c3b4d045f1 feat(adr-0243): flagship cognitive_lifecycle.py — ingress/relax/egress, Tier-2 off-serving
Implements ADR-0243 §2 honestly per the plan's deviations ledger, correcting
the §3 sketch's three pinned defects (SD-A/B/C):

- Ingress delegates superposition to sensorium_wave_feed, normalizes once at
  the owned construction boundary (D-3).
- Relaxation is the imaginary-time semigroup psi <- normalize(exp(-(H-lam0)*dt)*psi)
  (D-1) with a certified, never-assumed convergence certificate (D-2): exact
  ground energy, achieved Rayleigh energy, eigen-residual, spectral gap, and a
  psi_digest binding the certificate to the exact state it certifies.
- Two checkable problem domains: quadratic_well (convex target-decoding) and
  propositional (Cl(4,1) blade lattice = assignment lattice of <=5 atoms;
  diagonal penalty Hamiltonian; entailment via UNSAT(premises & !conclusion)
  scored against independent truth-table gold).
- Egress composes unit-amplitude-density + certificate-binding + versor
  closure (routes, does not admit, per the dual of SD-A) + ADR-0006 energy
  classes + E0/E1 crystallization policy. Cold states emit a
  CrystallizationProposal (epistemic_status pinned SPECULATIVE by the type;
  D-5/I-03) — never a vault write.
- Quarantined off-serving (A-04): lazy barrel export, banned in the
  transitive subprocess probe and the cohesion AST suite.

Adversarial verification (finder/verifier workflow; most verify agents lost
to a session limit, every surviving finding reproduced in-tree before acting)
surfaced and this closes two real defects beyond the plan text:

- egress_gate admitted any unit state paired with any converged certificate
  from an unrelated run, so CrystallizationProposal could package a foreign
  psi_digest next to an unrelated certificate_id as false provenance. Fixed
  by binding the certificate to its state (psi_digest) and refusing mismatches
  (certificate_state_mismatch).
- A state with a spectral gap below the requested tolerance could certify
  with ZERO ground-space overlap (energy window alone can't resolve it).
  Certification now also requires the excited weight (E-lam0)/gap <= tol
  (refusal spectral_gap_below_tolerance), and the degeneracy cluster is
  capped at the acceptance window so certificates report the honest
  rate-limiting gap instead of absorbing a hairline split.

38 tests (31 original + 7 hardening: certificate-binding must-reject,
gap-refusal + true-ground pair, dense-branch (eigh) refusals, iterate-collapse,
Hamiltonian/egress shape must-rejects, E2 hold route, hardcoded canonical
entailment verdicts independent of the gold function's code shape).

[Verification]: lifecycle+pins+cohesion+transitive 58 passed; in-worktree
smoke 176 passed (131s); fast lane 11750 passed, 108 skipped (574s, exit 0).
2026-07-17 06:19:33 -07:00
..
adr docs(adr-0243): commit ADR-0243 + implementation plan, pin sketch defects 2026-07-16 21:53:20 -07:00
agents/grok docs: reorganize docs landscape 2026-06-30 16:59:36 -07:00
analysis docs(analysis): rejected Drive-draft re-implementation — assessment + sketch-defect pins 2026-07-16 10:13:04 -07:00
architecture Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
audit docs(governance): RATIFY — ADR-0241 and ADR-0242 → Accepted (Joshua Shay, 2026-07-15) 2026-07-15 15:25:47 -07:00
benchmarks feat(bench): add MLX exact CGA recall experiment (#909) 2026-06-24 13:53:50 -07:00
briefs docs(brief): ADR-0241 P8 non-vacuous chiral spinor handoff for Gemini 2026-07-14 14:36:04 -07:00
curriculum Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
decisions docs(adr): land Third-Door Super-Blueprint + ADR-0238/0239/0240 (refs #10 #11 #12 #13) 2026-07-11 22:01:08 -07:00
evals chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
examples docs(agent-governance): add Grok 4.3 / Grok Build engineering harness (#798) 2026-06-17 07:27:50 -07:00
handoffs feat(abi): Implement GeometricDelta ABI, validator, delta store, and documentation 2026-07-11 02:16:57 -07:00
implementation
issues chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
lab docs: reorganize docs landscape 2026-06-30 16:59:36 -07:00
outreach feat(bench): add Apple UMA demo package builder (#913) 2026-06-24 15:51:45 -07:00
plans feat(adr-0243): flagship cognitive_lifecycle.py — ingress/relax/egress, Tier-2 off-serving 2026-07-17 06:19:33 -07:00
research docs(analysis): rejected Drive-draft re-implementation — assessment + sketch-defect pins 2026-07-16 10:13:04 -07:00
sessions chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
specs fix(algebra): P11a physics hot paths via algebra.backend (Rust-ready) 2026-07-14 21:08:02 -07:00
workbench Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
zig chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
3lang-depth-pr-plan.md fix(3lang-depth): remove is_fully_grounded gate from depth enrichment so result always gets node_depths/gau for 3-lang; fix fixture to use combined packs + explicit skip docs; add runtime docstrings for contract; update draft md evidence 2026-07-08 08:02:01 -07:00
admissibility-exemplars.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
ci-optimization.md ci: fast-lane main gate, nightly full suite, skip-safe lane-shas 2026-07-14 21:02:43 -07:00
core-rd-base-prompts.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
ethics_packs.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
EVAL_AUDIT_2026-05-20.md
eval_methodology.md
frontier_baselines.md
gaps.md
handoff_template.md feat: 3lang depth PropGraph unification - phase refinements, wiring, tests + session pickup cleanups/governance 2026-07-08 07:07:11 -07:00
hitl-backpressure.md
holdout_recipients.txt
identity_packs.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
master-plan-post-substrate-audit.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
memo.html
model_dependency_size_tally.md fix(ci): arm64 runner toolchain — pyrage aarch64 wheel + lane-shas via uv 2026-07-12 17:12:22 -07:00
pack_inventory_2026-05-21.md Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
position_paper.md fix(demo): harden epistemic truth-state authority — sealed corpus + entailment-decided inference 2026-06-11 23:38:03 -07:00
PROGRESS.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
README.md feat: 3lang depth PropGraph unification - phase refinements, wiring, tests + session pickup cleanups/governance 2026-07-08 07:07:11 -07:00
recognizer-registry.md feat(derivation): Workstream A inc 2 — frontier report + rate_with_currency apply_rate injection (#797) 2026-06-17 06:38:45 -07:00
refusal-taxonomy.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
reviewers.yaml chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
RUST.md fix(algebra): P11a physics hot paths via algebra.backend (Rust-ready) 2026-07-14 21:08:02 -07:00
safety_packs.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
sponsors.md docs: remove unestablished NSF SBIR and DARPA claims from Path B 2026-06-25 14:36:12 -07:00
teaching_order.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
test-debt-quarantine.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
testing-lanes.md feat: close ADR-0241/0242 post-Accept backlog (local-first mastery) 2026-07-16 15:25:43 -07:00
Whitepaper.md chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
Yellowpaper.md Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00

CORE Documentation Index

This is the central index for all documentation in the CORE project.

Canonical Root Documents

Directories

Architecture & Design

  • adr/ - Architecture Decision Records (ADRs). The canonical history of all ratified engineering choices.
  • architecture/ - High-level architectural documents (e.g., pipelines, schemas).
  • analysis/ - Deep dives and master plans for structural changes.
  • specs/ - Detailed technical specifications and invariants.

Planning & Progress

  • plans/ - Capability roadmaps and implementation plans.
  • briefs/ - Project briefs and scoping documents for upcoming work.
  • issues/ - Detailed issue analyses and technical reproductions (not standard trackers).
  • audit/ - Audit reports and claims ledgers.

Operations & Usage

  • examples/ - Usage examples and reference integrations.
  • workbench/ - Documentation for the CORE workbench UI and related tooling.
  • agents/ - Agent-specific operational guides.

    Note regarding agents/grok/: Operational guide for using Grok 4.3 + Grok Build with CORE. This is not architecture documentation.

Learning & Evaluation

  • curriculum/ - Documentation on the teaching/learning order and knowledge progression.
  • evals/ - Evaluation methodology and performance criteria documentation.
  • benchmarks/ - Benchmark evidence and performance tracking logs.

Historical & Experimental

  • sessions/ - Chronological session logs documenting the "decision trail" and intellectual history of major choices.
  • handoffs/ - Legacy brief, audit, and investigation notes (historical; the formal HANDOFF mechanism is retired — see AGENTS.md for the current lightweight session-break-summary-<DATETIME>.md convention).
  • research/ - Raw research notes and preliminary findings.
  • lab/ - Experimental content (Warning: Not ratified; must not be referenced as authoritative in production PRs).

External

  • outreach/ - External communications and messaging.
  • zig/ - Scoped documentation for the Zig language components.