Finding #20 (Super-Blueprint §3.2). surprise_residual was Euclidean Gram-Schmidt
on flat 32-coefficient vectors — metric-blind (it ignored the (+,+,+,+,-)
signature and the blade grade structure), so "inside the admissible span" was
judged by the wrong geometry.
Operator math (core/physics/surprise.py):
- Exact metric-orthogonal projection: solve the normal equations G c = r
(G_ij = cga_inner(b_i,b_j), r_i = cga_inner(b_i,x)) via lstsq, under cga_inner
(32-vec) / eta (5-vec).
- Fail-closed (typed SurpriseResidualError) on a metric-degenerate span, keyed on
rank(G) < rank(B) — a null direction with no reciprocal (lone n_o). Refines the
literal "rank(G) < k": mere linear dependence among non-null columns is admitted
(lstsq projects onto the span), so a redundant live basis [1, source] and the
non-degenerate pair {n_o, n_inf} are admitted; only a lone n_o is refused. The
disclosure names the Gram null-space direction (not just zero-diagonal columns).
- Reconciled productivity polarity: productive_transfer = low Procrustes AND low
surprise (was `sur_norm >= 0.0`, always true). High surprise routes to discovery
(split follow-up). Corrects the ledger's transfer/discovery conflation.
Adversarial verification (3 independent lenses) found, and this fixes:
- HIGH soundness hole: sur_norm was the reversion pseudo-norm, which VANISHES on
a nonzero metric-null residual (the n_o/n_inf light cone) -> false-zero surprise
-> an out-of-span light-cone probe was wrongly admitted as in-span. Now the
DEFINITE (Euclidean) norm of the residual: the projection stays metric-exact,
the magnitude is 0 iff nothing is unexplained.
- HIGH regression: the analogical-transfer harness called surprise_residual
OUTSIDE its try/except, so a degenerate source crashed the whole run. Now
guarded: records a refused case and continues.
- grade-support `allowed` -> exact-nonzero (removes a spurious-leak edge under
coefficient amplification of sub-tolerance grade dust).
DiscoveryCandidate wiring into the contemplation loop is split to its own
follow-up (a distinct cross-cutting surface). Off-serving (nothing in
serving/runtime imports core.physics.*). Tests: 15 behavioral tests
(metric-vs-Euclidean divergence, null-cone regression, null refusal +
combination-degenerate disclosure, 5-vector branch, polarity); 139-test physics
sweep green; ruff clean.
The Super-Blueprint §3.3 "grade-5 pseudoscalar alignment anchor" is
mathematically vacuous in odd-dimensional Cl(4,1) and cannot be built as
specified (3-agent R&D convergence — Opus/Grok/Terra — ratified):
- I₅ is central in odd dim → V·I₅·Ṽ = ±I₅ for every versor; orientation is
invariant by construction (nothing to block).
- Field-state versors are even → F[31] ≡ 0; the gated ⟨F·F̃⟩₅ = 0 for the
source and target of every transition. The gate compares 0 == 0.
- The "even-versor parity gate" repair is equally vacuous (even subalgebra is
closed under the sandwich; odd-grade mass ≡ 0 on the sanctioned path).
Removes the namesake rather than leaving it masking an absence:
- Delete _PSEUDOSCALAR_IDX + all F[31] reads (dead `ps` history element and
CoherenceResidual.pseudoscalar — both structural zeros).
- Rename telemetry channel pseudoscalar_floor → autonomy_floor (it was always
self.floor, the earned-autonomy ceiling).
- Bump telemetry schema goldtether_coherence_v1 → v2 (shape changed).
The integrity-anchor role is subsumed by versor closure + GoldTether harmonized
residual (#24) + biography/identity holonomy. Ledger §5 rewritten with the
vacuity proof, subsumption, and the reusable "would this gate ever fire on the
sanctioned construction path?" meta-criterion.
No serving/runtime path touched (core.physics.* is off-serving). Tests: 33 pass
/ 1 xfail (Cartan #2) across goldtether + fidelity + miner + transfer suites;
ruff clean.
Implements the ADR-0238 §2.3 / R&D-Revised §2.3 machinery the skeleton omitted
(fidelity finding #4, issue #18):
- Gold-invariant set 𝓘_gold seeded with the primal {identity, n_o, n_inf}
(R&D §5 bootstrapping seeds), so the geometric term never degenerates at
cold start.
- goldtether_residual: scale-harmonized R = w·(drift/ε) + (1−w)·(min‖F−I‖/‖F‖),
both terms scaled to [0, O(1)] so neither masks the other — the exact defect
§2.3 exists to fix. The raw coherence_residual stays the fail-closed closure
gate; this is the alignment signal that drives α.
- alpha_constraint = Φ(R_gt; r_floor, r_critical): the smooth-step constraint
weight, composed with the earned-autonomy ceiling (α_floor = 1 − autonomy)
and serve-pinned-to-1. supervised_transition rides the exact geodesic (#23).
- promote/prune gold-set hooks (caller-gated; the ADR-0092 replay-verified
promotion pipeline + principal-axis decay are deferred, per issue #18).
Reconciliation (design): the earned-autonomy ramp (lifetime trust ceiling) and
α=Φ(R) (per-transition blend) compose at two timescales rather than compete —
earned autonomy floors α, Φ(R) modulates within it, serve is never autonomous.
All existing GoldTether behavior/tests preserved; fail-closed + serve-never-
autonomous intact.
rotor_power previously returned the IDENTITY for any non-simple rotor — an
approximation where exactness was available (Pillar II, Semantic Rigor) that
silently collapsed geodesic interpolation (slerp / supervised blend) to a
no-op while closure stayed green. Replace the identity-fallback with the
invariant (bivector) decomposition: a general Cl(4,1) rotor factors into two
commuting simple rotors R = R1 R2, so R^a = R1^a R2^a exactly, each via the
existing simple closed form, with a dedicated closed form for the isoclinic
(coincident-plane) case. Built from the geometric product alone — no scipy,
no GA library (Pillar III, Third Door); exact f64 on the existing product
table (Pillar I, Mechanical Sympathy).
- Simple path is byte-identical (0.0 delta); 66 existing algebra tests pass.
- tests/test_rotor_power_general.py pins R^1=R, (R^.5)^2=R, R^a R^b=R^(a+b),
R^0=1, closure, isoclinic, and replay determinism across every plane type
incl e5 boosts (441 pass), to machine precision (<= 6.5e-10).
This is the substrate cause of the Third-Door blend degeneration (fidelity
finding #1, issues #16/#18): with a real rotor_power, supervised_blend and
dual_correction_slerp now interpolate monotonically and land on target. Once
merged, the ADR-0239 blend xfail on #15 flips green.
core-bootstrap.md linked docs/dev/git-forgejo.md, which was removed as
deprecated (c0cbd13d) — the git+Forgejo setup lives in AGENTS.md. Drop the
dead link. Surfaced by the main-lineage reconciliation audit.
Master honest ledger for the ADR-0238/0239/0240 skeleton: per-operator
blueprint spec, actual landed code, precise gap, reproducible evidence, and
what 'done right' requires. Tracks follow-ups #16-#21. Replaces the Mastery
Report framing with a verifiable spec-vs-impl record.
Composed-versor tests the ADR-0239 suite never exercises. Two spec-property
tests xfail (strict) citing Super-Blueprint §2.2 / R&D-Revised §2.3; two
characterization tests lock the current degenerate behaviour so a future fix
is forced to update them.
- supervised_blend: no-op for interior alpha on composed (non-simple) versors
- cartan_iwasawa_factorize: raises 'factor R not closed' on composed versors
DeltaStore.frontier returned the live internal set. A delta built with
parents=store.frontier aliased it, so insert's frontier maintenance
(add + difference_update) emptied the frontier on every insert and
rewrote every stored delta's parents to {} — the CRDT causal chain
degenerated into all-roots. Sopher's bridge now copies on its side
(sopher ADR-0026.1 §2.1); this is the recommended CORE-side defense in
depth: frontier hands out snapshots, and insert copies delta.parents
into the event envelope.
Regression-tested with the exact aliasing pattern (3-delta chain keeps
one head and stable per-delta parents).
Retire legacy "decrease to N/M of" prose regex from problem_frame_contracts.
Geometric dilation now binds from ProblemFrame scale role (KernelFacts
GroundedScalar Fraction) — post-CGA/ProblemFrame pivot realization.
The post-CGA / ProblemFrame pivot comes to fruition: geometric dilation for
fraction_decrease is built from the bound scale role's GroundedScalar
(exact Fraction from kernel slash_fraction / pack numerics), not from a
local "decrease to N/M of" regex on evidence spans.
- Remove _build_fraction_decrease_payload_and_bind (legacy overfitting path)
- Add _fraction_decrease_scale_binding + _versor_binding_from_scale_value
- assess_fraction_decrease attaches VersorBindings when runnable
- assess_geometric_proposals uses frame scale only for fraction_decrease
- compose fallback prefers obligation-complete contracts with bindings
- Guard test: contracts source must not reintroduce the prose regex
Invariants: construction-boundary CGA only; versor_condition < 1e-6;
no new derivation-organ prose parser.
- anti_unifier: remove arbitrary root fallback when no agent_node_id (only apply root-form when nid known; primary pipeline path unaffected)
- depth_canonical: filter build_node_depths to he/grc (or nodes with root) so English nodes no longer pollute node_depths with language-only entries
Tests re-run green. Matches review recommendations for the 3-lang depth feature.
- Fixes skeptic gaps on empty fields in some smokes and fixture mismatch.
- Targeted tests green post-fix.
- Fresh captures have required non-empty data + documented skips.
Addresses MEDIUM from code-review: eliminates duplication risk between GraphNode method and pure canonical func.
Tests (graph_anti / node_depths) remain green.
- root_normalize + depths in anti_unifier/derive/recognize for AC1
- default enrichment no flag for AC2
- depth to pass_manager + assess for AC3
- graph_anti_unify helper for AC4
- direct tests + verif per plan
Aligned with exact recall, immutability, cognitive spine path.
- Add LexicalResolution dataclass + resolve_entry() in chat/pack_resolver.py
that returns language, root, morphology_id, gloss, semantic_domains from
he/grc/en packs (lru-cached, first-match, full depth support).
- Extend GraphNode (generate/graph_planner.py) with optional language/root/
morphology_id fields (defaults preserve all call sites). Update as_dict()
to include them conditionally. ground_graph() now propagates depth.
- Generalize enrichment in core/cognition/pipeline.py:
- Per-subject resolution map using depth packs.
- Enrich all matching nodes before ground (subject→node map).
- Pass depth alongside recalled_words to ground_graph().
- Consume depth on articulation side:
- realize_semantic() and render_semantic() now accept/use language+root
for etymological/Logos framing on Hebrew/Greek nodes (e.g. "אמת (Hebrew
root: א-מ-ן) is defined as..."). English unchanged.
- Enrich oov_geometric_context with node_depths for future geometric
anti-unification using roots.
- Extend recognition/connector.py to forward depth from EpistemicNode
paths into GraphNode.
- Add full Hebrew turn test under realizer_grounded_authority flag.
- Update related tests (semantic realizer, OOV context, surface resolution).
- Cleaned legacy type() hack immediately on discovery (hard-stop rule).
All targeted tests green (52+ in slices), broad relevant suite 581 passed.
Invariants preserved: versor only at owned boundaries, exact recall,
immutable updates, no new legacy parsers. 3 pillars upheld.
Work continues tomorrow from this checkpoint.
* chore(kernel): tighten construction_affordances catalog invariants
- Delete stale make_proposal (deferred from PR #919; no live callers remain)
- Derive _PROPOSAL_FIRST_FAMILIES from _CATALOG keys to eliminate hidden
sync obligation (was a manual restatement of all four catalog entries)
- Introduce _SERVING_AUTHORIZED_FAMILIES frozenset so the serving-allowed
exemption in ConstructionFamily and ConstructionProposal __post_init__
consults one central authority instead of two string-literal comparisons
- Pre-compute _SORTED_FAMILIES at module load so all_diagnostic_families()
returns a constant rather than re-sorting on every call
- Remove _VALID_STATUS ClassVar from ConstructionProposal; the field is
already typed Literal["proposed"] and the indirection adds no safety
No behavior change to serving, assessment, or proposal creation paths.
ADR-0236: small load-bearing PR, single-file, invariants as code.
* refactor(contemplation): unify organ pipelines in pass_manager
- Introduce OrganPipeline descriptor (organ, reader, solver, reason_adapter)
so every routed solve path shares one _solve_and_verify implementation.
Adding a new organ is now a single OrganPipeline(...) declaration.
- Extract _maybe_ask helper that collapses the triply-duplicated
family_by_name / assess_from_family / exercise_ask inline block.
- Add _result() helper that appends the terminal Finding and constructs
ContemplationResult in one call, enforcing terminal-is-last-finding
by construction across every return site.
- Replace assert not isinstance(problem, Refusal) with
InternalContemplationError so the routing invariant is enforceable
under python -O and surfaces a named, debuggable exception.
No behavior change: all Terminal states, Finding sequences, family
resolution, CMB-over-R3 precedence, boundary-first ordering, and
ask/proposal emission logic are preserved exactly.
Extracts the reasoning protocol demonstrated in the contemplation
refactor session into a canonical, reusable guide in AGENTS.md.
- New section: Reasoning and Problem-Solving Discipline (7 steps)
- Covers: read-first, shape-finding, leverage ranking, precise
enumeration, claims-grounded proof, cognitive model connection,
and commit discipline
- Documents the failure modes each step prevents
- CLAUDE.md + GEMINI.md: add pointer to the new protocol section
* fix: final cleanups for CGA substrate migration PR
- Update UI test fixtures to packs/data paths
- Clean CLAUDE.md/GEMINI.md to minimal per AGENTS.md
- Refactor fraction geometric construction into dedicated helper in problem_frame_contracts.py
- No TODOs left in code; notes in PR description
This completes the mechanical readiness for the CGA substrate + registry consolidation work.
* docs: include PR description for review
* chore: enforce forgejo tooling in AGENTS.md
* docs: update bootstrap skill and add git-forgejo config doc per new rules
* docs: remove deprecated git-forgejo wrapper docs
* chore: ignore local .mcp.json configuration file
* fix(ui): remove unsupported assessment.bindings usage to fix TS2339/TS7006 in constructionEvidencePanelModel
