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fix: deep audit PR C — workflow-skill boundaries + wiki matches the shipped API#38

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Jammy2211 merged 1 commit into
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feature/assistant-deep-audit-wiki
Jul 8, 2026
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fix: deep audit PR C — workflow-skill boundaries + wiki matches the shipped API#38
Jammy2211 merged 1 commit into
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feature/assistant-deep-audit-wiki

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Part of #35 (deep audit, phase C of C — do not auto-close). Workflow-skill review + wiki spot-checks.

Workflow skills

  • start-new-project.md (highest-stakes — it scaffolds user repos) reviewed end-to-end. One real contradiction fixed: steps 3/5 said project datasets live under dataset/<sample>/… while the scaffold tree, .gitignore, run manifests and the Publish gate (which audits git ls-files data/) all use data/ — aligned to data/, with the assistant-clone dataset/ distinction noted. Lifecycle, copy/never-copy lists, refer-back contract, manifest schema and publish checklist all verified sound.
  • contribute-upstream.md — the co-author trailer hardcoded "Claude Opus 4.7"; now instructs naming the current session's model per AGENTS.md.
  • init-slam.md — all 11 autolens_workspace source paths verified present; no changes.
  • _bootstrap_skill.md / _style.md — doubled-article mangles in frontmatter/titles fixed ("a the workspace skill").

Wiki (per the al_update_wiki discipline; verified against installed dir(af))

  • UltraNest / PySwarms are not exposed by the installed autofit, but four pages still recommended them: concepts/non_linear_search.md (families + decision table), api/searches.md (decision table), core/index.md (catalogue line). Now name what ships — Nautilus / Dynesty (static+dynamic), BFGS/LBFGS — with not-exposed notes matching those searches.md already carried in its body.
  • api/searches.md "Shared knobs" listed two stale kwargs (iterations_per_update, force_pickle_overwrite); replaced with the verified shared set (iterations_per_quick/full_update, silence).
  • concepts/samples_and_posteriors.md named the removed SamplesMLE; optimizers now described via the real af.Samples.
  • Operational pagessandbox.md env vars spot-checked against the stack: all real. Provenance stamping n/a (legacy-pinned pages).

Validation

Symbol audit: 55 files, 110 symbols, 0 broken. Idiom lint: clean (181 files). make validate-literature-citations: passes. Relative-link sweep over all edited files: clean.

Note: _style.md is touched by both #36 and this PR on different lines; whichever merges second may need a trivial rebase.

🤖 Generated with Claude Code

…ipped API

Workflow skills (phase-C review): start-new-project mixed dataset/ and
data/ for the project data tree — steps 3 and 5 now say data/ like the
scaffold tree, .gitignore, manifests and the Publish gate (with the
assistant-clone dataset/ distinction noted); contribute-upstream
hardcoded a stale model name in the co-author trailer (AGENTS.md says
name the current session's model); doubled-article mangles in
_style.md/_bootstrap_skill.md frontmatter and titles. init-slam's 11
workspace source paths all verified present; _bootstrap_skill
otherwise sound.

Wiki (verified against installed 2026.7 autofit): UltraNest and
PySwarms are not exposed as public search classes but four pages still
recommended them — the families lists, both pick-a-search tables and
the index now name what ships (Nautilus/Dynesty, BFGS/LBFGS), with
not-exposed notes matching the ones searches.md already carried.
searches.md shared-knobs listed two stale kwargs
(iterations_per_update, force_pickle_overwrite) — replaced with the
verified shared set. samples_and_posteriors no longer names the
removed SamplesMLE. sandbox.md env vars spot-checked — all real.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@Jammy2211 Jammy2211 marked this pull request as ready for review July 8, 2026 17:25
@Jammy2211 Jammy2211 merged commit ee40372 into main Jul 8, 2026
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@Jammy2211 Jammy2211 deleted the feature/assistant-deep-audit-wiki branch July 8, 2026 17:26
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