record: inference-method-cards-seed shipped (autolens_profiling#141)

active.md

@@ -1,17 +1,5 @@
 # Active Tasks
 
-## inference-method-cards-seed
-- issue: https://github.com/PyAutoLabs/autolens_profiling/issues/140
-- session: Claude Code cloud/mobile (no local worktree)
-- status: library-dev
-- worktree: none — cloud session works on the GitHub clone directly
-- repos:
-  - autolens_profiling: feature/inference-method-cards-seed
-- prompt: active/inference_method_cards_seed.md
-- note: docs-only — seed methods/{nautilus,nss,multi_start_prodigy,multi_start_adam}.md
-  from the existing benchmark record (PROGRAMME §6 template) + tick Phase 0(e) in
-  the PROGRAMME phase table (recorded follow-up from searches-readme-dashboard).
-
 ## stored-sample-reconstruction-guard
 - issue: https://github.com/PyAutoLabs/PyAutoFit/issues/1486
 - status: library-dev — WORKSPACE HALF SHIPPED; the PyAutoFit hardening (#1486) is what remains

active/inference_method_cards_seed.md → complete/2026/08/inference-method-cards-seed.md

@@ -1,3 +1,29 @@
+Seeded the inference programme's method-card layer
+(`autolens_profiling/results/notes/inference/methods/`) from the existing
+benchmark record — the PROGRAMME §6 knowledge structure the future
+`autolens_workspace/scripts/guides/searches/` decision tree is generated
+from. Documentation only; done entirely from a mobile/cloud session.
+
+- **PR:** autolens_profiling#141 (merged `f980a0f`, closes #140).
+- **Cards:** `nautilus.md` (CPU reference engine; seeded confidence),
+  `nss.md` (fork-era record + logZ-bias hypothesis; anecdote, Gate A
+  pending), `multi_start_prodigy.md` (θ_E=0 basin story + p_hit reframe;
+  anecdote/seeded, Gate B pending), `multi_start_adam.md` (measured
+  p_hit ≈ 0.18/start precedent; seeded). Template: IDENTITY / EVIDENCE /
+  STRENGTHS & WEAKNESSES / CONFIGURATION / TERMINATION / HAZARDS /
+  PERFORMANCE / RECOMMENDED / REFERENCES; every claim cites a result JSON,
+  notes file, or PROGRAMME section — no new claims introduced.
+- Also ticked Phase 0(e) complete (PR#139) in PROGRAMME.md's phase-state
+  table and stamped 0(d) with its PR numbers — closing the follow-up recorded
+  in the searches-readme-dashboard completion.
+- **Programme state after this:** Phase 0 remaining = (b) blackjax ≥1.6.2
+  upgrade (laptop + RAL) and (c) RAL artifact harvest — both need
+  laptop/SSH, not mobile. Next mobile-feasible programme work: Phase 1
+  `_targets.py` registry skeleton (code, no runs — needs care around heavy
+  imports) or extending method cards as new evidence lands.
+
+## Original prompt
+
 # Seed the inference method evidence cards from the existing benchmark record
 
 Type: docs

complete/index.md

@@ -6,7 +6,7 @@ Token-light navigation over the finished-work records (schema:
 only then grep a dated bucket. Curators: edit the band between the CURATED
 markers; everything below GENERATED is rebuilt.
 
-1011 records across 7 buckets.
+1012 records across 7 buckets.
 
 <!-- CURATED:START -->
 ## Highlights
@@ -68,6 +68,7 @@ _(curate hard-won records here — survives regeneration.)_
 - [hygiene-detail-flag](2026/08/hygiene-detail-flag.md)
 - [hygiene-gone-ref-counter](2026/08/hygiene-gone-ref-counter.md) — the prompt was never issued — the defects were fixed under other issues, see below
 - [hygiene-howto-refs-docstrings](2026/08/hygiene-howto-refs-docstrings.md)
+- [inference-method-cards-seed](2026/08/inference-method-cards-seed.md)
 - [inference-programme-ledger](2026/08/inference-programme-ledger.md)
 - [interferometer-delaunay-flaky-fitexception](2026/08/interferometer-delaunay-flaky-fitexception.md)
 - [interferometer-start-here-integrate-oom](2026/08/interferometer-start-here-integrate-oom.md)