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feat(colab): CTI Colab Gemini mapping + ac_refresh_colab_contexts upkeep skill (PyAutoHands#324) - #39
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…eep skill (PyAutoHands#324) Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Summary
Phase 3 of PyAutoHands#324: Colab Gemini instructions for the CTI workspace, plus the CTI upkeep skill (phase 4).
colab/contexts.yaml: 21 entries + default (20k cap) mapping autocti_workspace notebook folders toac_*skills; CTI-specific rules (inspect the dataset and FPR/EPER regions for cosmic rays / hot or bad pixels and decide what to mask before fitting real data).autoassistant/colab_contexts.pycheck/apply (+ optionalcap:) with tests; CIcolab-contexts.yml; Makefilecolab-contexts;modes/maintainer.mdMixed line.ac_refresh_colab_contexts(+ discovery wrappers): check + Hands coverage report, AI scan of default-only / dead / near-cap entries, minimal mapping edits, PR — and, because CTI notebooks are not regenerated by the Hands release, a re-stamp of autocti_workspace in the task worktree with a linked metadata-only workspace PR.Merge before PyAutoLabs/autocti_workspace (the stamped notebooks).
API Changes
None user-facing; new maintainer CLI
python -m autoassistant.colab_contexts {check,apply}.Test Plan
test_colab_contexts.py— 12 passed;checkOK (21 + default, cap 20000)Heart RED development override
Live human authorization 2026-10-26: "yes, I authorize, prm" (ship phases 3+4 on RED) for PyAutoHands#324. Exact current RED reasons: release validation FAILED (stage integrate); PyAutoHeart/workflows/Release Integrate: failure; PyAutoHeart/workflows/Workspace Smoke: failure; manifest_drift/checks/workspace checkouts (manifest ↔ disk): red; Release readiness: release validation FAILED (stage integrate); autolens: red; Workspace validation: NOT ready — 1429p / 1f / 125s @ cloud#40294511523; test_run: red; Release validation: NOT release_ready — v? profile=? (2026-10-26T07:48:52+00:00); validation_report/stages/integrate: fail; PyAutoBrain: red; PyAutoLens: red; autolens_profiling: red; Worktree drift: 1 orphan / 0 missing / 3 dirty. Branch gates passed: colab_contexts check + tests in all four assistants (cti 12, lens 5, fit 12, galaxy 12); wiki-currency audits; autocti_workspace 79 notebooks metadata-only (+796/−0), idempotent; independent review FINDINGS (no blockers), all 4 fixed and re-verified. This PR does not repair Heart; no release.
Refs PyAutoLabs/PyAutoHands#324
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