feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
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"""Developer-oriented handlers — port of `codebase_qa/` and `github_pr/` packs.
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Codebase Q&A: point Jarvis at a folder, ask questions; he walks source files
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(depth-limited, size-capped) and feeds a digest to the LLM.
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GitHub PR review: requires the `gh` CLI authenticated. Lists open PRs or
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reviews the latest one via LLM.
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Both need GROQ_TOKEN (or a configured OpenAI-compat endpoint).
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"""
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import json
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import os
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import re
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import subprocess
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import memory_store
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2026-05-16 00:44:42 +03:00
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import llm_backend
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feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
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_speak_fn = print
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def set_speak(fn):
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global _speak_fn
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_speak_fn = fn
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def _speak(text):
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try:
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_speak_fn(text)
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except Exception as exc:
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print(f"[dev] speak: {exc}")
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# ── codebase Q&A ────────────────────────────────────────────────────────────
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_EXT_OK = {
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'rs', 'lua', 'py', 'ts', 'tsx', 'js', 'jsx', 'svelte',
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'go', 'java', 'kt', 'c', 'h', 'cpp', 'hpp', 'cs',
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'rb', 'php', 'sh', 'ps1', 'sql', 'toml', 'yaml', 'yml',
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'json', 'md',
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}
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_SKIP_DIR = {
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'.git', 'target', 'node_modules', 'dist', 'build',
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'__pycache__', '.venv', 'venv', '.idea', '.vscode',
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}
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_MAX_FILE_BYTES = 4096
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_MAX_TOTAL_BYTES = 50_000
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_MAX_FILES = 30
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_MAX_DEPTH = 3
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def _walk_codebase(root: str) -> list[tuple[str, str]]:
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"""Return list of (relative_path, content) tuples — capped per the constants above."""
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chunks = []
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total_bytes = 0
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root = os.path.normpath(root)
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if not os.path.isdir(root):
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return chunks
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for dirpath, dirnames, filenames in os.walk(root):
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# Depth gate
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rel = os.path.relpath(dirpath, root)
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depth = 0 if rel == '.' else rel.count(os.sep) + 1
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if depth > _MAX_DEPTH:
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dirnames[:] = []
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continue
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# Prune skip dirs in-place
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dirnames[:] = [d for d in dirnames
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if d not in _SKIP_DIR and not d.startswith('.')]
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for fname in filenames:
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if len(chunks) >= _MAX_FILES or total_bytes >= _MAX_TOTAL_BYTES:
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return chunks
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_, dot_ext = os.path.splitext(fname)
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ext = (dot_ext or '').lstrip('.').lower()
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if ext not in _EXT_OK:
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continue
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fp = os.path.join(dirpath, fname)
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try:
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with open(fp, 'r', encoding='utf-8', errors='replace') as fh:
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content = fh.read(_MAX_FILE_BYTES + 1)
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except (OSError, ValueError):
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continue
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if len(content) > _MAX_FILE_BYTES:
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content = content[:_MAX_FILE_BYTES] + "\n... [truncated]"
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rel_path = os.path.relpath(fp, root)
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chunks.append((rel_path, content))
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total_bytes += len(content)
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return chunks
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def do_codebase_set(action, voice):
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"""'Укажи проект C:\\Jarvis\\rust' — stores root via memory."""
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body = (voice or '').strip()
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low = body.lower()
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for trig in ('укажи папку проекта', 'укажи кодовую базу',
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'укажи проект', 'выбери проект', 'проект сейчас'):
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if low.startswith(trig):
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body = body[len(trig):].strip(' ,.:')
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break
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if not body:
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_speak("Укажите путь к папке проекта.")
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return
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if not os.path.isdir(body):
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_speak(f"Папка не найдена: {body}.")
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return
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memory_store.remember("codebase.root", body)
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_speak("Проект установлен.")
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def do_codebase_where(action, voice):
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root = memory_store.recall("codebase.root")
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if not root:
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_speak("Проект не выбран. Скажите: укажи проект и путь.")
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return
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_speak(f"Сейчас работаю с проектом {root}.")
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def do_codebase_ask(action, voice):
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"""'Что делает функция X' / 'найди в коде Y'."""
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root = memory_store.recall("codebase.root")
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if not root:
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_speak("Сначала укажите проект.")
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return
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body = (voice or '').strip()
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low = body.lower()
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for trig in ('что делает функция', 'вопрос по коду',
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'спроси код', 'найди в проекте',
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'найди в коде', 'что в коде', 'объясни код'):
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idx = low.find(trig)
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if idx >= 0:
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body = body[idx + len(trig):].strip(' ,.:')
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break
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if not body:
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_speak("Сформулируйте вопрос.")
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return
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chunks = _walk_codebase(root)
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if not chunks:
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_speak("Не нашёл исходников в проекте.")
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return
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digest = "\n\n".join(f"--- {p} ---\n{c}" for p, c in chunks)
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2026-05-16 00:44:42 +03:00
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client = llm_backend.current_client()
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if client is None:
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_speak("LLM не настроен.")
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feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
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return
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2026-05-16 00:44:42 +03:00
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model = llm_backend.current_model()
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feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
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user_prompt = (
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f"Ты — старший разработчик. По digest проекта ответь на вопрос пользователя "
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f"кратко (3-5 предложений) на русском. Указывай файлы где уместно.\n\n"
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f"=== ВОПРОС ===\n{body}\n\n=== КОД ===\n{digest}"
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)
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try:
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resp = client.chat.completions.create(
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2026-05-16 00:44:42 +03:00
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model=model,
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feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
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messages=[
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{'role': 'system', 'content': 'Ты — внимательный код-ревьюер. По существу, без воды.'},
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{'role': 'user', 'content': user_prompt},
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],
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|
|
max_tokens=400, temperature=0.2, timeout=45,
|
|
|
|
|
|
)
|
|
|
|
|
|
answer = resp.choices[0].message.content.strip()
|
|
|
|
|
|
except Exception as exc:
|
|
|
|
|
|
print(f"[dev] codebase LLM: {exc}")
|
|
|
|
|
|
_speak("Не получилось получить ответ.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
if not answer:
|
|
|
|
|
|
_speak("Пустой ответ.")
|
|
|
|
|
|
return
|
|
|
|
|
|
_speak(answer)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# ── github PR ───────────────────────────────────────────────────────────────
|
|
|
|
|
|
|
|
|
|
|
|
def _gh(*args, timeout=15):
|
|
|
|
|
|
"""Run gh CLI, return (success, stdout, stderr)."""
|
|
|
|
|
|
try:
|
|
|
|
|
|
res = subprocess.run(
|
|
|
|
|
|
['gh', *args],
|
|
|
|
|
|
capture_output=True, text=True, encoding='utf-8',
|
|
|
|
|
|
timeout=timeout,
|
|
|
|
|
|
)
|
|
|
|
|
|
return res.returncode == 0, res.stdout, res.stderr
|
|
|
|
|
|
except FileNotFoundError:
|
|
|
|
|
|
return False, '', 'gh CLI not installed'
|
|
|
|
|
|
except Exception as exc:
|
|
|
|
|
|
return False, '', str(exc)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def do_github_set_repo(action, voice):
|
|
|
|
|
|
body = (voice or '').strip()
|
|
|
|
|
|
low = body.lower()
|
|
|
|
|
|
for trig in ('установи репо', 'выбери репо', 'текущий репо', 'репозиторий'):
|
|
|
|
|
|
if low.startswith(trig):
|
|
|
|
|
|
body = body[len(trig):].strip(' ,.:')
|
|
|
|
|
|
break
|
|
|
|
|
|
if not body or '/' not in body:
|
|
|
|
|
|
_speak("Скажите owner slash repo, например bossiara13 slash J A R V I S.")
|
|
|
|
|
|
return
|
|
|
|
|
|
memory_store.remember("github.repo", body)
|
|
|
|
|
|
_speak(f"Репозиторий {body} установлен.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def do_github_list_prs(action, voice):
|
|
|
|
|
|
repo = memory_store.recall("github.repo")
|
|
|
|
|
|
if not repo:
|
|
|
|
|
|
_speak("Сначала укажите репозиторий: текущий репо owner/repo.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
ok, out, err = _gh('pr', 'list', '--repo', repo, '--state', 'open',
|
|
|
|
|
|
'--json', 'number,title,author', '--limit', '10')
|
|
|
|
|
|
if not ok:
|
|
|
|
|
|
print(f"[dev] gh list: {err[:200]}")
|
|
|
|
|
|
_speak("gh CLI не отвечает. Установите gh и выполните gh auth login.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
try:
|
|
|
|
|
|
prs = json.loads(out or '[]')
|
|
|
|
|
|
except json.JSONDecodeError:
|
|
|
|
|
|
prs = []
|
|
|
|
|
|
if not prs:
|
|
|
|
|
|
_speak("Открытых пиаров нет.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
line = f"{len(prs)} открытых пиаров. "
|
|
|
|
|
|
titles = [p.get('title', '') for p in prs[:3] if p.get('title')]
|
|
|
|
|
|
if titles:
|
|
|
|
|
|
line += "Первые: " + ". ".join(titles) + "."
|
|
|
|
|
|
_speak(line)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def do_github_summarize_pr(action, voice):
|
|
|
|
|
|
repo = memory_store.recall("github.repo")
|
|
|
|
|
|
if not repo:
|
|
|
|
|
|
_speak("Сначала укажите репозиторий.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
# Most recent open PR number
|
|
|
|
|
|
ok, out, _ = _gh('pr', 'list', '--repo', repo, '--state', 'open',
|
|
|
|
|
|
'--json', 'number', '--limit', '1')
|
|
|
|
|
|
if not ok:
|
|
|
|
|
|
_speak("gh CLI не отвечает.")
|
|
|
|
|
|
return
|
|
|
|
|
|
try:
|
|
|
|
|
|
items = json.loads(out or '[]')
|
|
|
|
|
|
number = items[0]['number'] if items else None
|
|
|
|
|
|
except (json.JSONDecodeError, KeyError, IndexError):
|
|
|
|
|
|
number = None
|
|
|
|
|
|
if not number:
|
|
|
|
|
|
_speak("Открытых пиаров нет.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
ok, out, _ = _gh('pr', 'view', str(number), '--repo', repo,
|
|
|
|
|
|
'--json', 'title,body,additions,deletions,changedFiles,author')
|
|
|
|
|
|
if not ok:
|
|
|
|
|
|
_speak("Не получилось получить PR.")
|
|
|
|
|
|
return
|
|
|
|
|
|
try:
|
|
|
|
|
|
pr = json.loads(out)
|
|
|
|
|
|
except json.JSONDecodeError:
|
|
|
|
|
|
_speak("gh вернул битый JSON.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
title = pr.get('title', '(no title)')
|
|
|
|
|
|
body = (pr.get('body') or '')[:3000]
|
|
|
|
|
|
additions = pr.get('additions', '?')
|
|
|
|
|
|
deletions = pr.get('deletions', '?')
|
|
|
|
|
|
files = pr.get('changedFiles', '?')
|
|
|
|
|
|
author = (pr.get('author') or {}).get('login', '(unknown)')
|
|
|
|
|
|
|
2026-05-16 00:44:42 +03:00
|
|
|
|
client = llm_backend.current_client()
|
|
|
|
|
|
if client is None:
|
|
|
|
|
|
_speak(f"PR номер {number}: {title}. Без LLM — настройте Groq или Ollama.")
|
feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
|
|
|
|
return
|
2026-05-16 00:44:42 +03:00
|
|
|
|
model = llm_backend.current_model()
|
feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
|
|
|
|
|
|
|
|
|
|
user_prompt = (
|
|
|
|
|
|
f"Repo: {repo}\nPR #{number}: {title}\nAuthor: {author}\n"
|
|
|
|
|
|
f"Changed files: {files} (+{additions}, -{deletions})\n"
|
|
|
|
|
|
f"Description:\n{body}\n\n"
|
|
|
|
|
|
"Кратко (3-5 предложений) на русском: что меняет этот PR, "
|
|
|
|
|
|
"какие риски, стоит ли мёржить."
|
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
|
|
try:
|
|
|
|
|
|
resp = client.chat.completions.create(
|
2026-05-16 00:44:42 +03:00
|
|
|
|
model=model,
|
feat: codebase_qa + github_pr in Python (142 → 148 commands)
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.
2026-05-16 00:40:08 +03:00
|
|
|
|
messages=[
|
|
|
|
|
|
{'role': 'system', 'content': "Ты — старший разработчик, делаешь код-ревью. По делу, без воды."},
|
|
|
|
|
|
{'role': 'user', 'content': user_prompt},
|
|
|
|
|
|
],
|
|
|
|
|
|
max_tokens=400, temperature=0.2, timeout=45,
|
|
|
|
|
|
)
|
|
|
|
|
|
review = resp.choices[0].message.content.strip()
|
|
|
|
|
|
except Exception as exc:
|
|
|
|
|
|
print(f"[dev] PR LLM: {exc}")
|
|
|
|
|
|
_speak("Не получилось проанализировать.")
|
|
|
|
|
|
return
|
|
|
|
|
|
|
|
|
|
|
|
if not review:
|
|
|
|
|
|
_speak("Пустая сводка.")
|
|
|
|
|
|
return
|
|
|
|
|
|
_speak(f"Пиар номер {number}: {review}")
|