The organism's morning door β what ran overnight, who is waiting, and what needs you. Tap π to put a command on your clipboard for a Claude Code chat; β¨ rows are terminal commands.
1 need you β generated 2026-08-23 18:02 UTC
Sync every repo to main + clean generated cruft β run in a terminal at the workspace root, not in a Claude chat.
β PyAutoLabs/PyAutoBrain/nightly-release.yml β success (15h) β run β
β PyAutoLabs/PyAutoHeart/heart-health.yml β success (1h) β run β
β PyAutoLabs/PyAutoHeart/workspace-smoke.yml β success (4d) β run β
β PyAutoLabs/PyAutoHands/python_matrix.yml β success (6d) β run β
β PyAutoLabs/PyAutoMind/arxiv_papers.yml β success (2d) β run β
β PyAutoLabs/PyAutoMind/spawn_drift.yml β success (2h) β run β
β PyAutoLabs/autolens_assistant/wiki-currency.yml β success (3d) β run β
Heart verdict: STALE Β· 65 β Heart board β
[stale] test run status unknown (no report.json)
[stale] install verification not run
[stale] no release validation for current source
Shipped: 2026.8.23.1 Β· 16h ago β Hands board β
β consistent at 2026.8.17.1 across the coupled set
Latest release tag 2026.8.23.1 β the frozen source stamp trailing it is expected.
2 external issue(s), 1 external PR(s) open β 0 awaiting our reply. Replies stay human-gated in /community.
PyAutoLabs/PyAutoReduce#62 [ours to watch] @samlange04: Tier-1 empirical ePSF is built from the CR-rejected mosaic β field-star cores ge
PyAutoLabs/PyAutoReduce#61 [ours to watch] @samlange04: driz_cr (median/blot CR rejection) systematically erodes flux at steep-gradient
PR PyAutoLabs/PyAutoFit#1502 [ours to watch] @trexfr-ops: fix(messages): fix TransformedMessage.factor_gradient unpack and chain-rule logd
In flight 1 Β· Parked 3 Β· Planned 6 Β· Backlog 153 β pick from the Mind board β
active/12_single_source_density_refactor.md β `@PyAutoFit` Refactor: each density should live in one place, not three
active/13_collapse_prior_and_message.md β `@PyAutoFit` Refactor: collapse the `Prior` / `Message` two-layer hierarchy
active/16_transformed_message_factor_gradient_unpack.md β `@PyAutoFit` `TransformedMessage.factor_gradient` crashes on first call
active/pyautoreduce_slacs1430_acs_comparison.md β PyAutoReduce validation: slacs1430+4105 ACS reduction vs trusted legacy dataset
reconcile the trackers (closing stays confirmation-gated).
Code-quality debt sweep β slow tests, CLI noise, dep-cap drift (the Hygiene section below is its scan).
Stale branches, stashes, dirty checkouts (runs locally).
docstrings: 20 adjacent documentation boundaries in 11 files across 3/5 repos; 0 parse errors
escapes: 1 script(s) across 5 repo(s) with LaTeX damaged by string escapes: 2 warned, 1 silent (0 file(s) have ONLY silent damage, which a warning-on
refs: 59 folder-list defects (59 dead references, 0 undocumented folders) in 23 files across 3/5 repos; 248 unresolvable refs skipped
deps: 38 capped/pinned specifiers across 8 pyproject.toml (13/13 code repos present)
docs: 33 api .rst files, 81 currentmodule directives across 4 repos with docs/api (13/13 code repos present)
config: 19 library config keys absent downstream (review/mirror): autofit_workspace:3 autogalaxy_workspace:15 autolens_workspace:1
2026-07-29 python-312-floor phase 1D (PyAutoGalaxy#534 / PR#535) β PR-open (PyAutoGalaxy#535, pending-release; head 1c34f3c8 tree-identical to reviewed cd8b35da; merge authorized after green CI)
2026-07-29 python-312-floor phase 1D β MERGE OUTCOME (PyAutoGalaxy#534 / PR#535) β merged-unchanged (PyAutoGalaxy#535 merge b9d9927f; issue left open; no release/yank; advance to Phase 1E)
2026-07-29 python-312-floor phase 1E (PyAutoLens#663 / PR#664) β merged-unchanged (PyAutoLens#664 merge b40fb0ba; head 5b42f3e4 tree-identical to reviewed 83b157014; issue left open; no release; Phase 1 core complete, advance to Phase 2)
2026-08-01 interferometer start_here release-integrate OOM β corrective for Heart β corrective (merge human-authorized in the same session; validation = tonight's nightly rehearseβintegrate on fresh wheels)
2026-08-01 nautilus 1-core serial-pool β corrective for Heart RED "release valida β corrective (PR-open; merge under the same session authorization; validation = Stage 2/3 dispatch + nightly on fresh wheels)
/intake β Conceive a task: turn raw input into a formal, headed PyAutoMind prompt (files it; never starts dev)
/community β The ears β the organism's receptive function: scan/triage user-filed GitHub issues + PRs and review requests across the repos; drafts stay human-gated, dev work routes via start_dev_for_user (never posts)
/feature β Reason over PyAutoMind feature tasks: select, size, phase, plan for start_dev
/bug β The immune system: classify a bug/regression/Heart finding, locate the fix, plan the repair
/refactor β The renewal function: plan behaviour-preserving restructuring β RefactorDecision; default-safe under --auto
/workspace β The voice β the organism's expressive function: plan/survey workspace + HowTo example authorship (workspace|howto registers) β WorkspaceDecision (never writes)
/eyes β The perceptive function β the organism's sense of its own appearance: survey/review a visualization workspace's figure surface, critiques route to intake/start_dev β EyesSurvey/EyesReviewSurface (never renders, never edits)
/profiling β The proprioceptive function β the organism's sense of its own effort: campaign/ingest/triage plans over the autolens_profiling workspace β ProfilingDecision
/hygiene β The maintenance function β the organism's sense of its own upkeep: code-quality debt (dev-loop cost + tidiness), delegating fixes β HygieneDecision
/clone β The Mitosis Agent: partition the reference assistant, analyze the domain, emit the CloneDecision; --apply --mode lightweight-seed delegates the seed birth to Build
/build β Coordinate execution: consult the vitals faculty, then delegate to PyAutoHands
/release β Release door β the Build Agent release mode (single gate); 'release rehearse'/'release validate' drive release validation; 'release nightly' is the scheduled-nightly driver
/health β The organism's clinician: run the health loop with a human, dispatch by dispatch, toward green
/vitals (faculty) β Read-only: read the Heart's pulse β the PyAutoHeart readiness verdict (consulted by the conductors)
/review (faculty) β Read-only: prepare the branch ReviewSurface β the reviewing agent maps it to CLEAN/FINDINGS/BLOCKED (the ship gate's review leg)
/memory (faculty) β Read-only: recall what the organism knows β a cited digest over PyAutoMemory, autolens_assistant and Mind history
/samplers (faculty) β Read-only: the motor faculty β SamplerSurface digest over the sampler script tiers, the PyAutoFit search catalogue and the benchmark record
/sizing (faculty) β Read-only: the SizingSurface β a difficulty estimate for a PyAutoMind prompt; the single heuristic the intake and feature conductors both consult
Workflow doors β compositions and dev-flow entries, no agent of their own:
/brain β Run a named PyAutoBrain conductor or faculty directly through bin/pyauto-brain.
/docs β Start PyAutoLabs documentation, tutorial, notebook, example, or narrative-prose work through the Brain development workflow with the docs wo
/issue_cleanup β Reconcile the PyAuto GitHub issue trackers β audit every open issue against the PyAutoMind completion records and merged PRs, bucket them (s
/prm β The last thing you type for a task β "PR, CI green, then merge", then the full close-out.
/register_and_iterate β Register and execute a resumable sequence of PyAutoLabs tasks using PyAutoMind state and the PyAutoBrain autonomous queue contract.
/repo_cleanup β Periodic hygiene sweep across PyAuto repos and worktrees β audit stale feature branches, tracking refs, stashes, and dirty checkouts, then e
/research β Start exploratory scientific, algorithmic, architectural, or prior-art investigation through the PyAutoBrain development workflow with the r
/route β Infer the appropriate PyAutoBrain command or development work type from a free-form PyAutoLabs request.
/run_queue β Run the generic PyAutoBrain task queue with explicit --auto activation, per-task autonomy caps, checkpoint-and-continue behavior, and durabl
/sampler_pipeline β Trial a new non-linear sampler through the ingest β prototype β profile β promote pipeline β point it at a sampler's GitHub repo, get it run
/ship_library β Ship PyAutoLabs source-library changes β run tests, commit, push, open pending-release PRs, analyze downstream workspace impact, and update
/ship_workspace β Ship PyAutoLabs workspace and tutorial changes β validate scripts, commit, push, open pending-release PRs behind the library-first merge gat
/start_dev β Default entry point for PyAutoLabs development tasks β implement, fix, add, change, refactor, migrate, optimize, document, test, ship, or op
/start_dev_for_user β Start a PyAutoLabs development task for another contributor, including plan, issue, branch, and handoff preparation without claiming the loc
/start_library β Set up PyAutoLabs source-library development after start_dev β create or resume task worktrees for the PyAuto* libraries, register claimed r
/start_workspace β Set up PyAutoLabs workspace or tutorial development β attach or create workspace worktrees, inspect upstream library API changes, and regist
/update_issue β Post a progress update to a GitHub issue from the current CLI session β commits, summary, and remaining work.
resume: pending-release PR search failed
upkeep: open-issue count unavailable