[Jammy2211]

Summary

Search-extensibility A0c part 2 (PyAutoLens#776), the downstream sweep of removed-search ghosts and stale search claims. config/non_linear/README.rst listed mcmc.yaml/nest.yaml/mle.yaml (and PySwarms) that do not exist; it now lists only GridSearch.yaml and says per-search defaults are constructor arguments.

Scripts Changed

• config/non_linear/README.rst — rewritten

Test Plan

• Docs-only
• CI green

Validation checklist (--auto run — plan was not pre-approved)

• Effective level: safe (header: safe, cap: docs@medium → safe)
• Plan: on the issue (docs: search documentation repair, downstream sweep (search-extensibility A0c part 2) PyAutoLens#776), written at start, unmodified since
• Gate: tests n/a · smoke n/a (config README only) · review CLEAN (Fable session over the Opus-written branch; witness basis-cited: the pyswarms/multinest grep over docs/, CITATIONS.* and config/non_linear/ of all nine repos is empty and autocti api/modeling.rst has no dead target; one finding resolved before PR-open: the HowTo claim "every start_here.py uses MultiStartProdigy" was false by grep (8/21 lens, 5/9 galaxy) and now reads "many of") · Heart STALE release validation incomplete: no rehearsal for current source
• Human: plan sound in hindsight?
• Human: diff matches plan (no scope creep)?
• Human: merge, amend, or reject — then log the outcome

Tier: glance — Witness passed → in-turn auto-merge on green under the human's 2026-10-08 --auto launch; one-command revert: git revert <merge-sha>.

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