core/scripts/generate_claims.py
Shay 44e78aa438 feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262)
Phase 2 of the generalization arc, implementing the plan's §4
curriculum-entailment gold contract. "Does force cause acceleration?" is
answered from the ratified physics chain corpus and nothing else; "Does
gravity cause acceleration?" is declined because gravity is in no pack
CORE has been taught; "Does force cause motion?" is unsettled even though
the curriculum contains both links, because nothing ratified says
causation composes.

Path (flag-gated, default off): closed question grammar -> subject routing
by ratified vocabulary -> family-scoped premise compilation from reviewed,
pack-resident chains -> the SAME argument bands (ADR-0260/0261) -> the
ROBDD engine. Zero subject-specific decision code: physics differs from
philosophy only in which rows load.

Epistemology enforced mechanically, not by convention:
- gold is a function of (curriculum, question); cases pin chain ids and
  the runner FAILS a case whose pinned chain is absent or unratified;
- untaught => UNKNOWN, never "no" (open-world; silence is not denial);
- an independent oracle (own loader, ratification predicate, family table,
  agreement rules, verdict rule) re-derives every gold — it disagreed once,
  on "entropy reveals energy" vs "entropy causes energy", and the ORACLE
  was the side that was wrong;
- anti-recall probes are a lane GUARD: a split without >=3 true-but-untaught
  probes refuses to run.

Findings recorded rather than worked around (ADR-0262 §5):
- every curriculum band is UNEARNED and every answer is hedged. A band needs
  n>=657 with a real outcome mix; physics teaches 7 causal + 9 modal
  relations, so at most 16 questions in the subject can ever be ENTAILED.
  A balanced band needs ~219 taught relations per subject×family — a ~25x
  gap that only ratified curriculum content closes. Phase 2's blocker is
  curriculum volume, not machinery.
- REFUTED is unreachable from present corpora (every chain is positive).
- there is NO biology domain-chain corpus; the biology OOD lane measures
  fluency, not truth. The four subjects with ratified chains and mounted
  packs are physics, mathematics_logic, systems_software,
  philosophy_theology — the composer serves all four.

[Verification]: curriculum lane 32/32 wrong=0 with 5 anti-recall probes and
all three contract guards passing; tests/test_curriculum_serve.py 20 passed;
core test --suite deductive 252 passed; lane pinned as curriculum_serve_v1.
2026-07-24 14:38:08 -07:00

284 lines
9.6 KiB
Python

"""Generate CLAIMS.md from the capability ledger and pinned lane SHAs.
CLAIMS.md is a single-page, auditable list of every CI-pinned
capability claim CORE currently makes. It is **mechanically derived**
from two ground-truth sources:
- ``core.capability.ledger_report()`` — domain ratification rows
(Tier 1: "this domain is reasoning-capable").
- ``scripts.verify_lane_shas.PINNED_SHAS`` + ``LANE_SPECS`` —
per-lane pinned report SHA-256 (Tier 2: "this lane's report bytes
hash to X under deterministic replay").
The generator is **deterministic**: same inputs → byte-identical
output. ``tests/test_claims_md_is_current.py`` regenerates the file
into a temp path and asserts byte equality with the on-disk copy.
"""
from __future__ import annotations
import argparse
import hashlib
import sys
from dataclasses import dataclass
from pathlib import Path
REPO_ROOT = Path(__file__).resolve().parent.parent
CLAIMS_PATH = REPO_ROOT / "CLAIMS.md"
# Import via path so this script remains runnable without installing the
# package.
sys.path.insert(0, str(REPO_ROOT))
from core.capability import ledger_report # noqa: E402
from scripts.verify_lane_shas import LANE_SPECS, PINNED_SHAS # noqa: E402 # type: ignore[import-not-found]
# ADR → human-readable lane purpose. Keep this in lockstep with the
# ADR docs themselves; the generator fails fast if any lane lacks a
# mapping here, which surfaces drift before CI does.
_LANE_ADR: dict[str, tuple[str, str]] = {
"reviewer_registry": (
"ADR-0092",
"Reviewer registry schema validates + bootstrap entry self-seals",
),
"miner_loop_closure": (
"ADR-0095",
"Miner-sourced proposals route through single reviewed teaching path",
),
"curriculum_loop_closure": (
"ADR-0104",
"Curriculum-sourced proposals route through single reviewed teaching path",
),
"domain_contract_validation": (
"ADR-0093",
"All ratified packs satisfy the 9 ADR-0091 contract predicates",
),
"fabrication_control_summary": (
"ADR-0096",
"Phantom endpoints / cross-pack non-bridges / sibling collapses refuse",
),
"demo_composition": (
"ADR-0098",
"Demos compose from shipped modules; no parallel mechanism",
),
"public_demo": (
"ADR-0099",
"Public showcase runs deterministically under 30s; all claims supported",
),
"math_teaching_corpus_v1": (
"ADR-0131",
"Math teaching corpus replays deterministically; all chains pass exit criterion (correct_rate=1.0, wrong=0)",
),
"deductive_logic_v1": (
"ADR-0206",
"Propositional entailment scored against an independent truth-table oracle; dev+holdout+external 716/716 correct, wrong=0, refused=0",
),
"curriculum_serve_v1": (
"ADR-0262",
"Flag-gated curriculum serving answers exam questions from a subject's RATIFIED chain corpus only; untaught facts return UNKNOWN (anti-recall probes enforced), wrong=0",
),
"deduction_serve_v1": (
"ADR-0256",
"Flag-gated deduction serving decides real English/member/fused/verb/existential arguments end-to-end under earned SERVE licenses; wrong=0 across all splits",
),
}
# Domain → ratifying ADR. The ledger row already carries provenance
# inside each contract (e.g. "adr-0101:reviewed:2026-05-21"), but we
# pin the canonical ADR id here so the table reads cleanly even if a
# pack later carries a different provenance prefix.
_DOMAIN_ADR: dict[str, str] = {
"systems_software": "ADR-0101",
"mathematics_logic": "ADR-0097",
"physics": "ADR-0100",
"hebrew_greek_textual_reasoning": "ADR-0102",
"philosophy_theology": "ADR-0085",
}
@dataclass(frozen=True, slots=True)
class DomainRow:
domain: str
status: str
adr: str
pack_count: int
open_gaps_count: int
@dataclass(frozen=True, slots=True)
class LaneRow:
lane_id: str
adr: str
purpose: str
report_path: str
pinned_sha: str
def _collect_domain_rows() -> list[DomainRow]:
report = ledger_report()
rows: list[DomainRow] = []
for entry in report["domains"]:
domain = entry["domain"]
if domain not in _DOMAIN_ADR:
raise RuntimeError(
f"domain {domain!r} missing from _DOMAIN_ADR mapping in "
f"scripts/generate_claims.py — add its ratifying ADR id."
)
rows.append(
DomainRow(
domain=domain,
status=entry["status"],
adr=_DOMAIN_ADR[domain],
pack_count=len(entry["packs"]),
open_gaps_count=len(entry["open_gaps"]),
)
)
# Deterministic ordering: by ADR id (lexicographic), then domain.
return sorted(rows, key=lambda r: (r.adr, r.domain))
def _collect_lane_rows() -> list[LaneRow]:
rows: list[LaneRow] = []
for spec in LANE_SPECS:
if spec.lane_id not in _LANE_ADR:
raise RuntimeError(
f"lane {spec.lane_id!r} missing from _LANE_ADR mapping in "
f"scripts/generate_claims.py — add its ADR id and purpose."
)
adr, purpose = _LANE_ADR[spec.lane_id]
pinned = PINNED_SHAS.get(spec.lane_id)
if not pinned:
raise RuntimeError(
f"lane {spec.lane_id!r} has no entry in PINNED_SHAS — "
f"run scripts/verify_lane_shas.py --update first."
)
rows.append(
LaneRow(
lane_id=spec.lane_id,
adr=adr,
purpose=purpose,
report_path=spec.report_relative,
pinned_sha=pinned,
)
)
return sorted(rows, key=lambda r: r.adr)
def _render(
*, domain_rows: list[DomainRow], lane_rows: list[LaneRow]
) -> str:
"""Render CLAIMS.md as a deterministic markdown string.
Two tables. No timestamps, no git revs, no wall-clock — anything
volatile would break the "regenerate and compare bytes" test.
"""
lines: list[str] = [
"# CLAIMS",
"",
"<!--",
"AUTO-GENERATED by scripts/generate_claims.py.",
"Do not hand-edit. Run `python3 scripts/generate_claims.py` to",
"regenerate after any change to the capability ledger or pinned",
"lane SHAs (scripts/verify_lane_shas.py).",
"-->",
"",
"Every row below is mechanically derived from in-tree state and",
"verified by CI. Tier 1 rows come from `core.capability.ledger_report`;",
"Tier 2 rows come from `scripts/verify_lane_shas.py`'s pinned SHAs.",
"",
"## Tier 1 — Ratified domains",
"",
"Each row asserts: the domain's packs pass all nine ADR-0091 contract",
"predicates, declared operator chains meet the ≥8 / ≥3-intent floor,",
"the reviewer registry resolves the primary reviewer, and the ledger",
"status predicate evaluates to `reasoning-capable` with no open gaps.",
"",
"| Domain | Status | ADR | Packs | Open gaps |",
"| --- | --- | --- | --- | --- |",
]
for row in domain_rows:
lines.append(
f"| `{row.domain}` | {row.status} | {row.adr} | {row.pack_count} | "
f"{row.open_gaps_count} |"
)
lines.extend(
[
"",
"## Tier 2 — Pinned lane reports",
"",
"Each row asserts: running the lane's runner produces a JSON",
"report whose SHA-256 matches the pinned value below. Mismatch",
"is a CI failure (`.github/workflows/lane-shas.yml`).",
"",
"| ADR | Lane | Purpose | Report path | Pinned SHA-256 |",
"| --- | --- | --- | --- | --- |",
]
)
for row in lane_rows:
lines.append(
f"| {row.adr} | `{row.lane_id}` | {row.purpose} | "
f"`{row.report_path}` | `{row.pinned_sha}` |"
)
lines.extend(
[
"",
"## Verification",
"",
"```bash",
"python3 scripts/verify_lane_shas.py # verify all Tier 2 SHAs",
"core test --suite full -q # exercises Tier 1 invariants",
"```",
"",
]
)
return "\n".join(lines)
def render_claims() -> bytes:
domain_rows = _collect_domain_rows()
lane_rows = _collect_lane_rows()
text = _render(domain_rows=domain_rows, lane_rows=lane_rows)
return text.encode("utf-8")
def main(argv: list[str] | None = None) -> int:
parser = argparse.ArgumentParser(description="generate CLAIMS.md")
parser.add_argument(
"--check",
action="store_true",
help="exit non-zero if CLAIMS.md differs from regenerated bytes",
)
parser.add_argument(
"--output",
type=Path,
default=CLAIMS_PATH,
help="write to this path (default: repo-root CLAIMS.md)",
)
args = parser.parse_args(argv)
payload = render_claims()
sha = hashlib.sha256(payload).hexdigest()
if args.check:
if not CLAIMS_PATH.exists():
print(f"FAIL: {CLAIMS_PATH} does not exist; run without --check")
return 1
on_disk = CLAIMS_PATH.read_bytes()
if on_disk != payload:
print("FAIL: CLAIMS.md is stale — regenerate with:")
print(" python3 scripts/generate_claims.py")
print(f" on-disk sha256: {hashlib.sha256(on_disk).hexdigest()}")
print(f" computed sha256: {sha}")
return 1
print(f"OK: CLAIMS.md is current (sha256: {sha})")
return 0
args.output.write_bytes(payload)
print(f"wrote {args.output} (sha256: {sha})")
return 0
if __name__ == "__main__":
sys.exit(main())