Closes the second namespace sharing a first character with programme codes: the usage prefixes b/t/l/k, under which a room silently inherited another room's connectivity rules from its spelling. usage is a plain, MANDATORY attribute of the space definition -- not a lookup table. An interim design proposed a top-level usage_classes: table binding author-coined names to behaviour; withdrawn, because an indirect name->behaviour mapping living apart from the thing it describes is exactly the shape of the prefix rule §39 exists to remove, it would be the only such table in a schema where every other space property is a plain attribute, and the need it served was already met -- "building specific" is about what a room is CALLED, and name: is already free text. Rule that settles it: a usage value exists iff the engine treats it differently somewhere. Config selects among behaviours; it cannot invent them. - programme.USAGES (living/kitchen/bedroom/toilet/utility/none) plus the behaviour groupings PRIVATE_USAGES / PRIVATE_STRIPS / TOILET_STRIPS / SOCIABLE_USAGES. Missing or unknown usage is a load error naming the code, from BOTH parse paths. - Code-level, never leaf-level: usage_of(leaf.type) is looked up fresh, so a retype changes the class automatically. 51 sites assign leaf.type, and share/share_type plus the r5a resurrection are the precedent for why leaf-level attributes rot. - graph.has_circulation takes the usage map and trims on declared class; fitness.access and the public-access check likewise. fitness._t0 is DELETED -- no first-character type test remains anywhere in the codebase. - utility is distinct from bedroom (same access requirements today) because it is a different use and gives derive_interchange_classes an axis to relax on. - A toilet now keeps its edge to a terminal room -- the Brand adjacency, which the old b-before-t loop ordering severed. - All 107 corpus entries migrated by experiments/migrate_usage_key.py, comments and layout preserved. MEASURED -- the connectivity model was ~4x too permissive. `none` is not neutral: nothing is trimmed, so the graph may route THROUGH the room, and 34 of 52 codes had no class (Dental Surgery, Records Room, Utilities Closet all served as corridors). Edges trimmed, prefix-inferred vs declared, 3 seeds each: harbor-house 18 (9%) -> 79 (39%) inaccessible fails 0 -> 4 health-centre 12 (8%) -> 59 (40%) inaccessible fails 2 -> 3 maple-court 53 (17%) -> 123 (39%) inaccessible fails 1 -> 5 Re-baseline (seed 1, 20k, harbor): 58 fails (15h/43s) -> 61 (16h/45s), now reporting 1-inaccessible-usable-space x2 plus level 0 and level 1 not connected. The count rose because the objective got honest -- those failures were always true of the layout and the old model could not see them. Every harbor number before this was measured against a graph crediting routes through store cupboards. Sharpens §38.2: the objective pays x60-85 to delete circulation, and until now the deleted corridors were not missed because storage stood in for them. With that substitution gone, homemaker-py-2v1 is the remaining half -- and now measurable, because the fails it should prevent actually fire. 350 passed (+5 new), same 7 pre-existing fixture failures, lint unchanged. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01MJ84Feep79Hhm3E4zZJmnB
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Project Instructions for AI Agents
This file provides instructions and context for AI coding agents working on this project.
Beads Issue Tracker
This project uses bd (beads) for issue tracking. Run bd prime to see full workflow context and commands.
Quick Reference
bd ready # Find available work
bd show <id> # View issue details
bd update <id> --claim # Claim work
bd close <id> # Complete work
Rules
- Use
bdfor ALL task tracking — do NOT use TodoWrite, TaskCreate, or markdown TODO lists - Run
bd primefor detailed command reference and session close protocol - Use
bd rememberfor persistent knowledge — do NOT use MEMORY.md files
Room-code namespaces (DESIGN.md §39.4/§39.6)
Leaf types share a first character across three namespaces:
C/O/S— generic structural types (circulation / outside / sahn), uppercase, reserved. A programme code spelled exactly one of these is rejected at load.- programme room codes — lowercase, may start with any letter. The generic
tests match
C/O/Sexactly, socr1is a room, not circulation. usage:— every space declares its access-requirement class (living/kitchen/bedroom/toilet/utility/none), mandatory, no fallback (DESIGN.md §39.7). A code's spelling decides nothing:name:is free text,usage:drives behaviour. There is no first-character type test left anywhere in the codebase.
When adding or editing a programme, run
python experiments/audit_programme_config.py — it reports reserved-name
collisions, the usage class each code picks up, and per-room-spec satisfiability.
Session Completion
When ending a work session, you MUST complete ALL steps below. Work is NOT complete until git push succeeds.
MANDATORY WORKFLOW:
- File issues for remaining work - Create issues for anything that needs follow-up
- Run quality gates (if code changed) - Tests, linters, builds
- Update issue status - Close finished work, update in-progress items
- PUSH TO REMOTE - This is MANDATORY:
git pull --rebase bd dolt push git push git status # MUST show "up to date with origin" - Clean up - Clear stashes, prune remote branches
- Verify - All changes committed AND pushed
- Hand off - Provide context for next session
CRITICAL RULES:
- Work is NOT complete until
git pushsucceeds - NEVER stop before pushing - that leaves work stranded locally
- NEVER say "ready to push when you are" - YOU must push
- If push fails, resolve and retry until it succeeds
Build & Test
pip install -e .
pytest
Architecture Overview
homemaker-layout is a Python successor to the Perl Urb project. It represents a building as a binary slicing tree where leaves carry target dimensions from the programme and division ratios are solved bottom-up (inverting Urb's top-down approach). The evolutionary search explores topology, types, and adjacency only.
Key modules:
dom.py— read/write Urb.domYAML into aNodetreegeometry.py— faithful port of Urb's top-down geometryprogramme.py— parsepatterns.configspace requirementssolver.py— bottom-up ratio solve (scipy)shapecurve.py— Otten/Stockmeyer shape-curve DP: exact size/width/proportion feasibility for a frozen topology, any storey count (DESIGN.md §37.2/§37.4-§37.6); used asdriver._evaluate's NM warm-start/hard pre-filtercpsat.py— exact room-code-to-leaf labelling via OR-Tools CP-SAT for a fixed topology (DESIGN.md §37.7); replacesoperators._assign_adjacency_aware's greedy/beam room placement behindassign_solver="cpsat", and powers theoperators.mutate_reassignin-search repair operatorfitness.py— native Python fitness evaluator (replaces Perl oracle)fitness_cmd.py—homemaker-fitnessCLI entry pointcollapse_cmd.py—homemaker-collapseCLI: finish-time global cell→room collapse (94g)graph.py— leaf-adjacency graph for programme-driven fitness checksgenome.py— topology genome: base-floor tree + per-storey deltasoperators.py— high-locality mutation and subtree crossoverinnerloop.py— ratio optimisation inner loop (Nelder-Mead / CMA-ES)driver.py— memetic search outer loopevolve.py—homemaker-evolveCLI entry pointoracle.py— legacy Perl shim, kept for validation only; do not use in new codebubble.py— 3D bubble-diagram adjacency fitness-signal prototype (DESIGN.md §27,mi7); validated NULL, not wired intofitness.py— reference only, do not build on without a new formulation
Conventions & Patterns
Scoring .dom files
Use the native homemaker-fitness command. Like the old urb-fitness.pl, you
must cd to the directory containing the .dom file first — the tool
resolves patterns.config, costs.config, and writes .score/.fails
relative to cwd:
cd /home/bruno/src/homemaker-layout/examples/programme-house
homemaker-fitness cf0b8a77e8b2325f92a7e7d150184a55.dom
The score is written to <file>.dom.score and failures to <file>.dom.fails; the numeric score is also printed to stderr.
Do not use urb-fitness.pl directly — oracle.py and the Perl tool are
kept only for cross-validation.