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f669479777 release(0.5.0): the assessment axis ships, and every version surface moves with it
0.5.0 is the axis separation `de09711` built: `Risk` (assessment) alongside
`Disposition` (action), `Policy.action_map` as the supported override, and the
fail-closed path pinned to both axes. Additive and measured to be so — 717
passing with no test changed, matrix 128/128 with 6/6 documented gaps, the
`PRESET_USER_UPLOAD` grading table unchanged row by row. Plus the field FP
measurement (`d1bff60`) and the 0.3.3 behaviour-change correction (`d3d0928`).

WHY THIS COMMIT TOUCHES EIGHT FILES AND 0.4.0's TOUCHED THREE

0.4.0's release commit updated CHANGELOG, pyproject.toml and __init__.py, and
deferred README deliberately: the install block should not name a tag before a
clean-venv install had proven it resolved. Sound reasoning, and the proof step
never ran — so tag v0.4.0 permanently advertises v0.3.4. The tag is not moved.
The ordering is.

Sweeping every tracked file for a version claim, instead of ticking the four
surfaces the checklist named, found five more that no release had ever touched:

  SECURITY.md          "pre-1.0 (0.2.x)" — the one with a consequence for an
                       outsider: it named a support window two minor lines
                       behind the code.
  README.md            "**Status:** v0.3" — the front page, stale since 0.4.0.
  docs/BRIEF.md        "v0.2 (alpha)" — stale since 0.3.0.
  CLAUDE.md            "v0.2 (alpha)" and "12 moduler" where src/ has 15.
  docs/ADOPTION-BRIEF  "703 passing" where the suite is at 717.

Measurement provenance is deliberately left alone: "New in v0.4.0", "verified
identical on 0.2.0 and 0.3.1", "measured against the v0.3.1 tag", every
"post-0.4.0 tree" in LIMITATIONS. Bumping those falsifies the record instead of
updating it, which is why this cannot be a sed sweep — the surfaces have to be
sorted into current-state and provenance before a single edit.

Found because llm-ingestion-okf took our report of this defect class as a
hypothesis about their own repo, measured it, found a worse instance on their
public front page, and sent back the generalization: writing down a trap is not
the same as applying it.

VERIFIED BEFORE COMMITTING, NOT AFTER

  717 passed; coverage 128/128 recall, 6/6 documented gaps hold
  docs/LIMITATIONS.md: 33 items, README says 33
  fp-sweep reproduced all three published numbers exactly on the bumped tree —
    vendor-harvest 98/185 (53.0%), generated-notes 88/547 (16.1%),
    reference-corpus 133/389 (34.2%) — and self-docs runs clean, so the
    untested script survived the bump it imports names from
  forge description: 178 codepoints, under the 180 cap
  no tracked file carries a stale current-state version claim

Still to prove before the tag: a clean-venv install from this commit's sha, and
`git show <sha>` over the README. The install proves the package builds; only
the grep proves the text the tag will carry is right. That second check is the
one the old ordering could not perform, because by then the tag existed.
2026-08-11 06:42:56 +02:00
1625f3893b docs: version-sync + SECURITY/CONTRIBUTING + honest-limits (Session E)
- README: tests badge 275->357; status v0.1->v0.2 (repo is 0.2.0; the v1.0
  bump belongs to the Session G freeze, not this docs pass); add three
  honest-limits — lone-HIGH-in-trusted-prose->WARN, vacuous quarantine-floor,
  Cyrillic/Latin homoglyph-mix false positive.
- docs/BRIEF.md: drop "No code yet" pre-implementation framing -> implemented v0.2.
- docs/OKF-INGESTION-BRIEF.md 4: correct cross-link control language —
  absolute https / references/ targets are spec-permitted, not rejected.
- Add SECURITY.md (private Forgejo disclosure) + CONTRIBUTING.md (stdlib-only
  core, Iron-Law TDD, no trailers, Forgejo-only invariants).
2026-07-15 10:08:24 +02:00
4a9cfd2bbe docs: reframe novelty claim to composite write-time contract (review MAJOR #3)
Replace the unverified/absolute novelty statement with the defensible
four-part-contract form, verified against a focused adversarial PyPI+GitHub
survey (2026-07-15):

- BRIEF §11: 'assumed, not verified' -> verified survey with sources. Names
  aig-guardian (real, query-time; blurs only the minimal-dep-library
  differentiator), GuardLLM (nearest neighbour, runtime hardening, no
  scan-before-persist / capability isolation / fail-secure), and ipi-scanner
  (orphaned placeholder repo, recorded for honesty not as prior art).
- README: differentiator moved from 'library vs hosted/model' to the full
  four-part write-time contract.
- PLAN §27-31: drop the unverifiable 'the first' superlative.

Also promotes the v1.0 session plan (PLAN-v1.md) and the cross-model review
(review-2026-07.md) into docs/ on the open/ mirror, referenced by PLAN.md's
re-sequencing addendum.
2026-07-15 09:22:38 +02:00
d983aa3c95 docs(brief): fold in ms-ai-architect Layer B learnings (first output-side impl)
Based on the working, tested Layer B ingestion-gate in ms-ai-architect (2026-07-04):
- A: correct consumer 2 — it fetches authored Learn docs + code samples via the
  microsoft-learn MCP, NOT the open Q&A forum / MSDN / Stack Overflow (that claim
  was unverified/overstated); low-trust surface is intra-document. Repo/name
  reconciled: the consumer is ms-ai-architect, no separate "MS AI Security plugin".
- B: §4.7 — trust tiers WITHIN a document (code sample / localized string vs
  authored prose), not only across sources; carriers + critical block in any tier.
- C: §12 — consume the lexicon as pure imported functions, not the llm-security
  scan CLI (which under-covers Markdown prose + base64-in-code-block, verified).
- D: §4.6 — fail-secure extends to scanner-unavailable: un-scannable ⇒ BLOCK.
Adds ms-ai-architect as the second reference implementation (output side).
2026-07-04 08:32:38 +02:00
41473d9db2 docs(brief): add MS AI Security plugin as second consumer; source-trust disposition
Second target consumer named: MS AI Security plugin, an ingestion
pipeline over Microsoft Learn content that includes user-generated Q&A
(learn.microsoft.com/answers, plus ingested MSDN/Stack Overflow). This
is the high-untrust case where the contract is load-bearing, not
hygiene. New design principle 4.7: disposition scales with source trust
(pinned changelog = WARN; open UGC = quarantine/hard-fail on high
severity). Day-1 rationale: architectural controls are cheap to design
in, expensive to retrofit (consumer 1 is proving that at its A13).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HPAmFyEVWbwvmSNVdXTu4d
2026-07-04 06:26:55 +02:00
b505f70485 docs: design brief for reusable LLM ingestion-pipeline security library
Brief-stage repo. docs/BRIEF.md defines a minimal, framework-agnostic
library that packages the write-time ingestion contract (sanitize ->
fence -> tool-less quarantined transform -> per-stage capability
isolation -> scan output before persist -> fail-secure) as reusable
code. Positioned honestly against query-time guardrails (LLM Guard,
NeMo, Rebuff, Vigil) with a prior-art verification log. Reference
implementation: claude-code-llm-wiki Stage B.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HPAmFyEVWbwvmSNVdXTu4d
2026-07-04 06:18:32 +02:00