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.
Mirrors the rust tier-3 batch. 90 → 100 commands (round number — feels
right for an "имба" milestone).
main.py:
+ do_brightness: WMI WmiMonitorBrightness read + WmiSetBrightness write,
±20% step or 100/10 absolute, "no_wmi" sentinel for desktops.
+ do_window_switch: same alias map as process_kill (xrom→chrome/...),
PS finds process by name OR window-title substring, picks newest
StartTime, AppActivate via WScript.Shell.
+ do_spell_out: split chars, join with ". ", _speak.
+ do_network_settings: action.section = wifi|bluetooth|network →
matching ms-settings:* URI via cmd /c start "".
+ do_my_ip: Get-NetIPAddress filtered to non-loopback non-APIPA IPv4,
WAN via Invoke-RestMethod ipify, speaks "Локальный X. Внешний Y".
+ do_summarize_selection: pyautogui.hotkey(ctrl, c) → 250ms wait →
Get-Clipboard → Groq @ temp 0.3 ("3-5 sentence retell") → speak +
clipboard.
commands.yaml +10 entries: brightness_up/down/max/min, switch_to_window,
spell_out, open_wifi_settings, open_bluetooth_settings, my_ip,
summarize_selection.
Backlog: closed all "Tier-3 still TODO" pure-Lua items. Remaining
TODOs (pomodoro, currency-math, stocks, translate-clipboard, daily
briefing, etc.) are even smaller LOC and can roll in the next batch.
Mirrors the rust analog-inspired tier-2 packs. yaml + ast smoke pass.
56 → 82 commands (+26 yaml entries; 14 of them are power/fun/wiki/
news/etc. permutations).
main.py — 7 new action handlers, all built on stdlib urllib.request
(no new dep). Helper _http_get() with User-Agent header so RSS feeds
that 403 default UAs go through.
+ do_news: pulls RSS (default Lenta.ru), extracts <title> via regex,
skips channel title (idx 0), takes 5, sends to Groq for a 2-3
sentence summary at temp 0.4. Falls back to reading first 3
headlines verbatim if no token.
+ do_currency_rate: cbr-xml-daily.ru daily_json.js. Recognises
USD/EUR/CNY/GBP/JPY/KZT in the phrase, computes value/nominal,
diffs against Previous, speaks Russian with direction.
+ do_crypto_price: CoinGecko simple/price for BTC/ETH/SOL/DOGE/TON
with 24h change, picked by phrase keywords.
+ do_fun_ask: joke / fact / quote / compliment via Groq at temp 1.0
with per-kind system prompts, random seed in user message.
+ do_wiki_lookup: ru.wikipedia opensearch → page summary, optional
Groq retell when extract > 350 chars.
+ do_power: dispatch table for shutdown / restart / sleep /
hibernate / logoff / cancel — runs shutdown.exe /s|/r|/h|/l|/a
or rundll32 powrprof,SetSuspendState. 30-second grace on shutdown
and restart with /c message so "отмени выключение" works.
+ do_help_commands: sorts VA_CMD_LIST.keys(), speaks first 12 + total,
full list to clipboard.
commands.yaml +26 entries:
news_headlines, currency_rate, crypto_price, joke / fact / quote /
compliment (action:fun_ask, kind: ...), wiki_lookup, shutdown_pc /
restart_pc / sleep_pc / hibernate_pc / logoff_user / cancel_shutdown
(action:power, op: ...), help.
Inspired by what mainstream voice assistants (Siri/Alexa/Алиса/
Cortana) ship by default + power-user utilities (shutdown,
window/process control).
Mirrors the rust packs from the same iteration. yaml.safe_load + ast.parse
both pass.
main.py — six new action handlers + a _speak_in_lang helper:
+ do_translate: picks target language from "переведи на X" / "translate to X"
triggers, defaults to English, sends to Groq with strict "translation only"
prompt, drops to clipboard, speaks via SAPI in matching ISO voice
+ do_math_eval: strips trigger, Groq at temp=0.0 max_tokens=64,
short-circuits on "нет" sentinel for non-math
+ do_theme_set: writes AppsUseLightTheme + SystemUsesLightTheme via
Set-ItemProperty under HKCU\...\Themes\Personalize, action param
mode: dark|light
+ do_open_project / do_list_projects: reads/creates
%USERPROFILE%\Documents\jarvis-projects.json (a flat list of
{name, path}), exact-match → substring-match, opens in VS Code if
code.cmd on PATH else Explorer. First call writes a sample config
pointing under USERPROFILE so it works on any host.
+ do_open_sound_panel: rundll32 mmsys.cpl,,1 — Recording tab
commands.yaml — 8 new entries:
+ translate, math_eval
+ theme_dark, theme_light (action params mode:dark/light)
+ open_project, list_projects
+ open_sound_panel
SAPI voice selection iterates GetInstalledVoices() and picks first
matching TwoLetterISOLanguageName — Russian phrases sound Russian,
English/German/etc. sound right too, falls back to default if no
matching voice is installed.
Total commands: 56 (was 49).
Mirrors the new rust packs from the same iteration. Total commands in
commands.yaml is now 49 (was 33). yaml.safe_load + ast.parse both pass.
Window management (8 commands) — uses the existing `keys` action with
pyautogui hotkey strings: winleft+d (show_desktop), winleft+up/down
(maximize/minimize), winleft+left/right (snap left/right), alt+f4
(close_window), winleft+shift+m (restore_all), winleft+tab (task_view).
No new action type needed.
Clipboard read aloud — new clipboard_read action. Shells to
PowerShell Get-Clipboard, caps preview at 400 chars, speaks via the
existing tts.va_speak (which already handles recorder.stop/start).
Notes — new notes_add + notes_open actions. notes_add strips the
trigger phrase, appends "[YYYY-MM-DD HH:MM] body\n" to
%USERPROFILE%\Documents\jarvis-notes.txt, creates the dir if needed.
notes_open shells "cmd /c start" so .txt opens in the user-default
editor.
Process killer — new process_kill action. Strips the trigger ("убей
процесс"/"закрой программу"/etc.), looks up the remainder in the same
alias map as the rust version (хром→chrome, телега→telegram, спотифай
→spotify, едж/эдж/edge→msedge, дискорд→discord, стим→steam, обс→obs64,
проводник/блокнот/калькулятор/диспетчер задач, vs code→code, etc.),
appends .exe if needed, runs taskkill /F /IM, speaks success or
"не нашёл процесс N".
Web search — new websearch action with a `service` param. Bases:
google → https://www.google.com/search?q=
youtube → https://www.youtube.com/results?search_query=
wiki → https://ru.wikipedia.org/wiki/Special:Search?search=
yandex → https://yandex.ru/search/?text=
Strips trigger, urllib.parse.quote-s the rest, opens via webbrowser.open
(respects the user'\''s default browser; config.BROWSER_PATHS only kicks in
for the older url-action commands).
Portability: USERPROFILE used for notes path, no other hardcoded paths.
Brings the python fork in line with the new feature/pc-tools work that
landed in rust. Same UX, same trigger phrases, same env vars.
config.py:
+ LLM_AUTO_FALLBACK = True
+ LLM_AUTO_FALLBACK_MIN_CHARS = 4
Mirrors the rust config knobs. The old "скажи X" trigger still works
(VA_TBR strips it before intent matching, so what remains hits this
fallback anyway) — but now ANY unrecognized query goes to Groq, not
just "скажи" ones.
main.py:
va_respond: replaced the fuzz-on-"скажи" gate with a unified auto-
fallback that fires whenever no command matches, GROQ_TOKEN is set,
and the utterance is at least LLM_AUTO_FALLBACK_MIN_CHARS long.
+ _speak(text): recorder.stop() → tts.va_speak → start, used by the
new action handlers so the mic doesn't pick up the assistant.
+ _set_clipboard(text): subprocess to PowerShell Set-Clipboard, no
new python deps.
+ _strip_trigger(voice, triggers): shared helper for codegen/file_search
where we need the text AFTER the trigger phrase.
New action handlers (registered in run_action dispatch):
+ groq_codegen — extracts query, calls Groq with strict "code only"
system prompt at temp 0.2, strips ```lang ... ``` fences, puts the
result in the clipboard, speaks "Код в буфере, сэр. Строк: N".
+ ocr_screen — PowerShell System.Drawing screenshot to a temp PNG,
shells to tesseract.exe (-l rus+eng), speaks a 120-char preview,
clipboard. Looks for tesseract on PATH first then standard install
dirs; gives a clear "Tesseract не установлен" if missing.
+ sysinfo — CIM-based battery/cpu/ram/disk via PS one-liners, time
via python datetime (gets us localized weekday for free). Topics:
time / battery / cpu / ram / disk / all.
+ file_search — strips trigger, recursive Get-ChildItem in Desktop/
Documents/Downloads (depth 3, top 5), opens explorer /select on
the first hit, speaks count and basename.
+ audio_devices_panel — opens mmsys.cpl. Proper COM-based device
switching (like the rust IPolicyConfig version) is deferred — TODO
in backlog.
commands.yaml:
Total 33 commands (was 19). New:
+ open_notepad / open_calculator / open_explorer / open_terminal
/ open_settings / open_task_manager / lock_screen / screenshot
— all via shell action (no AHK exes needed).
+ volume_up / volume_down — five chained keys=volumeup/volumedown
presses each, like rust's _volume_helper.ps1 with Times=5.
+ media_stop — keys=stop.
+ sysinfo_time / sysinfo_battery / sysinfo_cpu / sysinfo_ram /
sysinfo_disk / sysinfo_all — sysinfo action.
+ file_search, codegen, read_screen, switch_audio_device.
Replaced (were AHK exes that Priler ships and we don't have):
~ music → keys playpause
~ music_off → keys playpause (toggle)
~ music_next → keys nexttrack
~ music_prev → keys prevtrack
Removed (Priler hardware/setup specific, can't sensibly port):
- gaming_mode_on / gaming_mode_off (display config switch)
- music_save (depends on the specific player AHK was driving)
- switch_to_headphones / switch_to_dynamics (replaced with the
generic switch_audio_device that opens mmsys.cpl)
Kept as-is (worked already, no AHK dependency):
open_browser / open_youtube / open_google (url action)
sound_off / sound_on (pycaw via system.volume_mute/unmute)
thanks / stupid / off
Smoke-tested: yaml.safe_load → 33 commands, ast.parse main.py → OK.
Portability: USERPROFILE for screenshot path, $env:SystemDrive for disk,
PATH lookup for tesseract before falling back to standard install dirs.
No hardcoded user-specific paths.
Adds optional 'browser' field to url-action; runtime resolves it via
config.BROWSER_PATHS (subprocess.Popen with the chosen exe). When
omitted, falls back to webbrowser.open (system default). Constructor
GUI gains a browser dropdown on URL action and on multi-step URL.
Existing open_browser/youtube/google updated to use yandex by default
since user prefers Yandex Browser.
All 17 voice commands migrated from a flat phrase list to the
phrases/action shape. Behaviour preserved 1:1 with the previous
elif chain — including the 200ms post-Popen pause for music_*
controls and the 500ms pause before the 'ready' chime on the
audio-device switch commands.
