Closes the Python parity gap with rust. All major imba features now mirrored
EXCEPT live LLM hot-swap (python LLM backend is still env-driven, not voice-
switchable like rust).
dev_handlers.py (new, ~250 lines)
Codebase Q&A:
do_codebase_set "укажи проект C:\path" → memory_store.remember("codebase.root", ...)
do_codebase_where "какой проект сейчас"
do_codebase_ask "что делает функция X" / "найди в коде Y"
Walks the root with same caps as rust:
depth=3, files=30, file_bytes=4096, total=50000
Filters by extension (rs/py/ts/lua/go/...).
Skips .git/target/node_modules/__pycache__/.venv etc.
Feeds digest to Groq LLM with "senior reviewer" prompt.
GitHub PR review (requires `gh` CLI authenticated):
do_github_set_repo "текущий репо owner/repo" → memory_store
do_github_list_prs "какие пиары" → `gh pr list --json number,title,author`,
speaks count + first 3 titles
do_github_summarize_pr "разбери последний пиар" → gh pr view of latest open
PR, feeds title+body+diff stat to LLM, speaks 3-5
sentence review.
extensions.py — 6 new proxy handlers + import dev_handlers + set_speak wires it.
main.py — 6 new action_type dispatches in run_action.
commands.yaml (+6 entries, 142 → 148):
codebase_set, codebase_where, codebase_ask,
github_set_repo, github_list_prs, github_summarize_pr.
Tests: ast.parse passes for all .py files. yaml.safe_load = 148 entries.
PYTHON PARITY VS RUST IS NOW COMPLETE except:
✗ LLM hot-swap voice command (rust calls llm::swap_to + persists DB;
python config.GROQ_TOKEN is read once at startup)
✗ GUI pages (rust has Tauri+Svelte, python is console-only)
Everything else has full parity: memory / profiles / vision / macros /
scheduler / codebase Q&A / GitHub PR review / 14 utility packs.
Mirrors `long_term_memory` and `profiles` modules from rust fork.
memory_store.py (new, ~95 lines)
- JSON store at <here>/long_term_memory.json (atomic write).
- remember(key, value) / recall(key) / forget(key) / search(query, limit) /
all_facts() / build_llm_context(prompt, limit).
- Uses the same JSON shape as the rust side, so the file is
interoperable if you ever symlink the two installations to the same dir.
profiles_store.py (new, ~145 lines)
- Profiles at <here>/profiles/<name>.json. active_profile.txt persists.
- Seeds 5 defaults on first init: default ★, work 💼, game 🎮, sleep 🌙,
driving 🚗 — same as rust fork.
- active() / active_name() / set_active(name) / list_names() /
allows_command(cmd_id).
extensions.py (+6 handlers, +160 lines)
- do_memory_remember — derives key (first 6 words or split on '=')
- do_memory_recall — substring search or top-3 if no query
- do_memory_forget — exact then substring fallback
- do_memory_list — count + first 5 keys
- do_profile_set — target via action.target or voice ("работа" → work)
- do_profile_what — speaks current profile + description
main.py
- +6 dispatch entries for the new action types.
commands.yaml (+10 entries, 119 → 129)
- memory_remember, memory_recall, memory_forget, memory_list
- profile_work, profile_game, profile_sleep, profile_driving, profile_default
- profile_what
Tests: ast.parse passes for all .py files. yaml.safe_load gives 129 entries.
Python parity is now meaningful: memory + profiles are usable by voice
without any rust install. Still missing for full parity: scheduler (needs
background thread), macros (needs phrase-capture state), vision (needs
Groq vision model call), codebase_qa, github_pr.
