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# core/events.py
"""简单发布/订阅事件总线，用于解耦核心层和 UI 层"""
import logging
from typing import Callable
logger = logging.getLogger(__name__)
# 核心事件名称常量，统一引用避免拼写错误
EVENT_STATUS_CHANGED = "status_changed"
EVENT_LOG_LINE = "log_line"
EVENT_ERROR = "error"
EVENT_STATS_UPDATE = "stats_update"
class EventBus:
"""轻量级发布/订阅事件总线"""... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/core/events.py | .py | 83c1aa7af234e0dd | 7.48 | 8 |
# core/log_watcher.py
"""日志监控器：读取 subprocess 的 stdout/stderr 管道并推送事件"""
import logging
import threading
from core.events import EventBus, EVENT_LOG_LINE
logger = logging.getLogger(__name__)
# 需要高亮的关键词映射
KEYWORD_EVENTS = {
"error": "log_error",
"cuda error": "log_error",
"out of memory": "log_oom",
"... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/core/log_watcher.py | .py | b6bc5cbdc427b8e1 | 7.48 | 8 |
# core/model_library.py
"""扫描目录下的 GGUF 模型文件，解析基本元数据"""
import os
import struct
from dataclasses import dataclass, field
# GGUF 魔数
_GGUF_MAGIC = b"GGUF"
# 量化类型映射（GGUF type id → 名称）
_QUANT_NAMES = {
0: "F32", 1: "F16", 2: "Q4_0", 3: "Q4_1",
6: "Q5_0", 7: "Q5_1", 8: "Q8_0", 9: "Q8_1",
10: "Q2_K", 11: "Q3_K... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/core/model_library.py | .py | b96390edaf3b2a96 | 7.48 | 8 |
# core/process_manager.py
"""llama-server 进程生命周期管理：启动、停止、存活检测"""
import logging
import os
import socket
import subprocess
import threading
import time
from collections import deque
from enum import Enum
from queue import Queue, Empty
import psutil
from core.events import EventBus, EVENT_STATUS_CHANGED, EVENT_LOG_LIN... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/core/process_manager.py | .py | 7ebd0d1f72abc9be | 7.48 | 8 |
# main.py
"""LLM 本地模型启动器 入口文件"""
import logging
import os
import sys
# 确保项目根目录在 sys.path 中，方便 core/ui 导入
PROJECT_ROOT = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, PROJECT_ROOT)
from ui.app import LlamaLauncherApp
def setup_logging():
"""配置日志格式与级别"""
logging.basicConfig(
level=log... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/main.py | .py | f514379d3283d79c | 7.48 | 8 |
# ui/confirm_dialog.py
"""通用二次确认弹窗"""
from textual.app import ComposeResult
from textual.containers import Horizontal, Vertical
from textual.screen import ModalScreen
from textual.widgets import Button, Label
class ConfirmDialog(ModalScreen[bool]):
"""显示确认消息，返回 True（确认）或 False（取消）"""
def __init__(self, mess... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/ui/confirm_dialog.py | .py | e9cf7bdab710674a | 7.48 | 8 |
# ui/log_panel.py
"""右侧日志面板：实时显示 llama-server 输出日志"""
import subprocess
from datetime import datetime
from textual.app import ComposeResult
from textual.containers import Vertical, Horizontal
from textual.widgets import Label, Button, RichLog
class LogPanel(Vertical):
"""日志面板：显示 llama-server 的 stdout/stderr 输出"... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/ui/log_panel.py | .py | 0ede52526cc23bfc | 7.48 | 8 |
"""运行时监控面板：GPU/CPU/内存"""
import logging
import subprocess
import threading
from typing import Any
import psutil
from textual.app import ComposeResult
from textual.containers import Horizontal
from textual.widgets import Static
logger = logging.getLogger(__name__)
class MonitorPanel(Horizontal):
"""运行时监控面板"""
... | Narcissu-s1/llm-launcher | llm launcher_TUI原型/ui/widgets/monitor_panel.py | .py | 00658168f2f62f3e | 7.48 | 8 |
"""聊天面板 Markdown 渲染测试。"""
import os
import sys
import pytest
from PySide6.QtWidgets import QApplication
sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
@pytest.fixture(scope="session")
def qt_app():
return QApplication.instance() or QApplication(sys.argv)
@pytest.fixture
def panel(qt_app, t... | Narcissu-s1/llm-launcher | tests/test_chat_panel.py | .py | a572e0c9347fedbb | 7.98 | 8 |
# tests/test_config.py
"""ConfigStore 单元测试"""
import os
import sys
import tempfile
sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
from core.config import ConfigStore
def test_文件不存在时返回默认值():
"""配置文件不存在时，load 应返回默认配置字典"""
with tempfile.TemporaryDirectory() as tmp_dir:
store = Confi... | Narcissu-s1/llm-launcher | tests/test_config.py | .py | 35b95739b7daabb5 | 7.98 | 8 |
# tests/test_control_panel_io.py
"""ControlPanel 的导入/导出/模型专属预设 UI 测试
策略：mock QFileDialog 与 QMessageBox，避免打开真实对话框，
只验证 control_panel 的逻辑路径（数据流过 import_presets / export_presets）。
"""
import json
import os
import sys
import tempfile
from unittest.mock import MagicMock, patch
import pytest
from PySide6.QtWidgets import ... | Narcissu-s1/llm-launcher | tests/test_control_panel_io.py | .py | c9e507c7eb5e4d5b | 7.98 | 8 |
"""内置参数指南内容测试"""
import os
import sys
sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
def _guide_text() -> str:
from ui.widgets.guide_panel import _SECTIONS
parts = []
for title, rows in _SECTIONS:
parts.append(title)
for row in rows:
parts.extend(row)
... | Narcissu-s1/llm-launcher | tests/test_guide_panel.py | .py | 075bafb795bfc812 | 7.98 | 8 |
import sys
import os
sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
from unittest.mock import patch, MagicMock
def test_GPU检测失败时不崩溃():
"""nvidia-smi 不可用时 _collect 应返回不含 GPU 键的字典，不抛异常"""
from ui.widgets.monitor_panel import _MonitorWorker
worker = _MonitorWorker(lambda: None)
with ... | Narcissu-s1/llm-launcher | tests/test_monitor.py | .py | 24c58c3bb7643bbe | 7.98 | 8 |
"""高级参数组 UI 测试"""
import os
import sys
import pytest
from PySide6.QtWidgets import QApplication
sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
@pytest.fixture(scope="session")
def qt_app():
"""确保 QApplication 实例存在"""
return QApplication.instance() or QApplication(sys.argv)
def test_采样参... | Narcissu-s1/llm-launcher | tests/test_param_groups.py | .py | 56e845e6ccc0f7ea | 7.98 | 8 |
"""Project configuration for anti-slop.
Configuration lives in a project's ``pyproject.toml`` under the
``[tool.anti-slop]`` table (or a standalone ``anti-slop.toml``). The schema is
intentionally small::
[tool.anti-slop]
ignore = ["vendor/**", "generated/**"]
[tool.anti-slop.rules."anti-slop/no-runtime-... | zaterka/anti-slop-python | anti_slop/config.py | .py | 54a8c3e11090a10a | 7.45 | 7 |
"""Core data types and the :class:`Rule` base class.
Every anti-slop rule is a small, self-contained subclass of :class:`Rule` that
receives a :class:`FileContext` (the parsed file plus per-rule options) and yields
zero or more :class:`Violation` objects. Rules never talk to each other; the
:class:`~anti_slop.engine.E... | zaterka/anti-slop-python | anti_slop/core.py | .py | 98793511f3d8fd91 | 7.45 | 7 |
"""Engine: walk Python files, run the active rules, collect results.
The engine is deliberately simple. It parses each file once, hands every active
rule a :class:`~anti_slop.core.FileContext`, and gathers the violations. A rule
that raises is contained (reported as a result error) so one buggy rule cannot
take down a... | zaterka/anti-slop-python | anti_slop/engine.py | .py | 8ad7999829c7bf50 | 7.45 | 7 |
"""``no-any-aliases``: ban named aliases that merely conceal ``Any``.
Port of ``anti-slop/no-unknown-type-aliases``. An alias whose resolved type is
``Any`` hides the escape hatch from its consumers; ``Any`` must stay explicit
at the parsing boundary.
"""
from __future__ import annotations
import ast
from anti_slop... | zaterka/anti-slop-python | anti_slop/rules/no_any_aliases.py | .py | fd773daff90e751e | 7.45 | 7 |
"""``no-any-parameters``: ban explicit ``Any`` on function inputs.
Port of ``anti-slop/no-unknown-parameters``. Function inputs must use a named
domain type; ``Any`` inputs mean the function accepts unparsed data. (The JS
rule's ``cause`` exemption is not ported: Python exception chaining is
``raise X from e``, not a ... | zaterka/anti-slop-python | anti_slop/rules/no_any_parameters.py | .py | a1137db4a299dbe0 | 7.45 | 7 |
"""``no-any-returns``: ban ``Any`` in function return contracts.
Port of ``anti-slop/no-unknown-returns``. A function that returns ``Any``
pushes the parsing responsibility onto its callers. ``Any`` must stay at the
I/O boundary, not in the contract.
"""
from __future__ import annotations
import ast
from anti_slop.... | zaterka/anti-slop-python | anti_slop/rules/no_any_returns.py | .py | a5afbf43467da594 | 7.45 | 7 |
"""``no-async-without-await``: ban async functions that never await.
Python-specific rule (no JS/TS counterpart). An ``async def`` that contains
no ``await`` buys a coroutine wrapper and an event-loop dependency for
nothing — it cannot yield to the loop, it just runs synchronously and hands
back a future. Make it a pl... | zaterka/anti-slop-python | anti_slop/rules/no_async_without_await.py | .py | 51b7698595768214 | 7.45 | 7 |
"""``no-blocking-sleep-in-async``: ban ``time.sleep`` inside async functions.
Python-specific rule (no JS/TS counterpart — the JS equivalent is
``setTimeout`` misuse, which is framework-shaped). ``time.sleep`` blocks the
thread, and in an async context that thread runs the event loop: every other
coroutine stalls for ... | zaterka/anti-slop-python | anti_slop/rules/no_blocking_sleep_in_async.py | .py | f0e2d4ef1f012dc7 | 7.45 | 7 |
"""``no-chained-casts``: ban ``cast`` of ``cast``.
Port of ``anti-slop/no-chained-type-assertions``. Every ``typing.cast``
fabricates evidence the type checker cannot verify; chaining one inside
another compounds the fabrication. Exactly one violation is reported per
chain (on the outermost cast).
"""
from __future__... | zaterka/anti-slop-python | anti_slop/rules/no_chained_casts.py | .py | 8aec4d61c72e539b | 7.45 | 7 |
"""``no-conditional-empty-dict-spread``: ban ``{**(cond and d or {})}``-style omission.
Port of ``anti-slop/no-conditional-empty-object-spread``. A conditional spread
whose branch is an empty dict hides key omission behind ``{}``; the omission
should be explicit in the code flow instead.
"""
from __future__ import an... | zaterka/anti-slop-python | anti_slop/rules/no_conditional_empty_dict_spread.py | .py | e74aecc2fee2aefb | 7.45 | 7 |
"""``no-dataclass-mutable-defaults``: ban mutable defaults on dataclass fields.
Python-specific rule (no JS/TS counterpart). A ``@dataclass`` field with a
mutable literal default (``items: list = []``) is a runtime ``ValueError`` at
class-creation time — Python refuses the field because the default would be
shared by ... | zaterka/anti-slop-python | anti_slop/rules/no_dataclass_mutable_defaults.py | .py | a7a94949d3ec222f | 7.45 | 7 |
"""``no-debug-prints``: ban ``print`` calls outside the ``__main__`` guard.
Python-specific rule (no JS/TS counterpart). ``print`` in application code is
a debug artifact: it bypasses logging (no levels, no sinks, no timestamps)
and shows up in places stdout is not the interface. Output belongs in a
logger or the prog... | zaterka/anti-slop-python | anti_slop/rules/no_debug_prints.py | .py | b7341a978d207824 | 7.45 | 7 |
"""``no-dynamic-dispatch``: ban ``getattr(obj, name)(...)`` dynamic dispatch.
Port of ``anti-slop/no-reflect-apply``. Calling a method looked up by a
non-literal name bypasses typed function calls; model dynamic dispatch behind
a named interface instead. (Dynamic *reads* are reported by
``no-dynamic-getattr``; this ru... | zaterka/anti-slop-python | anti_slop/rules/no_dynamic_dispatch.py | .py | be265dbebea9ea8c | 7.45 | 7 |
"""``no-dynamic-getattr``: ban dynamic attribute access with a non-literal name.
Port of ``anti-slop/no-reflect-get``. ``getattr(obj, dynamic_name)`` bypasses
typed attribute access and the evidence it provides; read attributes directly
(``obj.attr``) or parse dynamic input into a named domain type first.
Python adap... | zaterka/anti-slop-python | anti_slop/rules/no_dynamic_getattr.py | .py | e3d2dae515018984 | 7.45 | 7 |
"""``no-eval-exec``: ban ``eval`` and ``exec``.
Python-specific rule (no JS/TS counterpart — in JS the same smell is
``Function``/indirect ``eval``, rarely hand-written). Dynamic code execution
defeats every static analysis that follows the value, opens injection
attacks when the string is even partly external, and is... | zaterka/anti-slop-python | anti_slop/rules/no_eval_exec.py | .py | 6b41a65ac969a6c4 | 7.45 | 7 |
"""``no-fstring-logging``: ban f-strings as logging message arguments.
Python-specific rule (no JS/TS counterpart). ``logger.info(f"job {job_id}
failed")`` builds the string eagerly, even when the log level would discard
the record — wasted work on a hot path, and the classic tell of code written
without reading the l... | zaterka/anti-slop-python | anti_slop/rules/no_fstring_logging.py | .py | aed92bf2a813217b | 7.45 | 7 |
"""``no-module-mocking``: ban test-framework module/attribute mocking.
Port of ``anti-slop/no-module-mocking``. ``mock.patch`` (and friends) and
``monkeypatch.setattr`` replace real dependencies with fakes behind the
system's back; tests should replace dependencies through real interfaces —
dependency injection, a ser... | zaterka/anti-slop-python | anti_slop/rules/no_module_mocking.py | .py | 05e8129e7734b79b | 7.45 | 7 |
"""``no-mutable-defaults``: ban mutable literal parameter defaults.
Python-specific rule (no JS/TS counterpart). ``def f(items=[])`` evaluates
the literal once, at function definition time, and every call that omits
``items`` shares that one list — the classic shared-state bug (state leaking
between calls, and the tra... | zaterka/anti-slop-python | anti_slop/rules/no_mutable_defaults.py | .py | e0309724a52da3b1 | 7.45 | 7 |
"""``no-numbered-symbol-names``: reject numbered and throwaway-suffix names.
Python-specific rule, **opt-in** (``default_enabled = False``): it is
naming policy, not evidence, so it should be a deliberate choice.
LLM-generated code reaches for ``data2``, ``result_final``, and ``temp3``
when it has not chosen a domain... | zaterka/anti-slop-python | anti_slop/rules/no_numbered_symbol_names.py | .py | 554dccb7524d45bc | 7.45 | 7 |
"""``no-object-parameters``: ban the broad ``object`` type on function inputs.
Port of ``anti-slop/no-object-parameters``. Inputs must use an owner-provided
type and be parsed at their boundary, not the top of the type hierarchy
(Python's ``object`` plays the role the JS rule assigns to TS ``object``).
Protocol exemp... | zaterka/anti-slop-python | anti_slop/rules/no_object_parameters.py | .py | 1dffb8c8963324ea | 7.45 | 7 |
"""``no-runtime-isinstance``: ban ad hoc ``isinstance`` narrowing.
Port of ``anti-slop/no-runtime-typeof``. An ``isinstance`` check deep in the
logic narrows a representation without establishing its contract; external
values should be decoded into meaningful types at their I/O boundary.
Python adaptations (``typeof`... | zaterka/anti-slop-python | anti_slop/rules/no_runtime_isinstance.py | .py | ea6d1f01c3142478 | 7.45 | 7 |
"""``no-shape-in-symbol-names``: reject "shape" in declared symbol names.
Port of ``anti-slop/no-shape-in-symbol-names``, **opt-in in Python**
(``default_enabled = False``). "Shape" is TypeScript naming vocabulary
(``interface UserShape`` = the structure of an object); the JS rule polices a
team convention exported as... | zaterka/anti-slop-python | anti_slop/rules/no_shape_in_symbol_names.py | .py | b2358bf361181239 | 7.45 | 7 |
"""``no-swallowed-exceptions``: ban handlers that swallow the exception.
Python-specific rule (no JS/TS counterpart). An ``except`` handler whose body
does nothing with the failure converts every error into silence; the program
carries on believing nothing happened. "Does nothing" covers ``pass``,
``continue``, a bare... | zaterka/anti-slop-python | anti_slop/rules/no_swallowed_exceptions.py | .py | 5248db244b11e4cf | 7.45 | 7 |
"""``no-trivial-asserts``: ban assertions that can never fail.
Python-specific rule (no JS/TS counterpart). ``assert True``, ``assert x is
x``, ``self.assertEqual(a, a)`` — and their contradictory twins like
``assert x is not x`` — look like coverage but check nothing. Models under
pressure pad test suites with exactl... | zaterka/anti-slop-python | anti_slop/rules/no_trivial_asserts.py | .py | 0dab28e57ea1081e | 7.45 | 7 |
"""``no-unsafe-dict-type``: ban dictionary value contracts without a real type.
Port of ``anti-slop/no-unsafe-dictionary-type``. A ``dict[K, V]`` whose value
type is ``Any``, ``object``, or a union containing one of those gives callers
no concrete value contract. The outermost unsafe dictionary is reported once;
neste... | zaterka/anti-slop-python | anti_slop/rules/no_unsafe_dict_type.py | .py | d8194f77b46c0f01 | 7.45 | 7 |
"""``no-utcnow``: ban ``datetime.utcnow``.
Python-specific rule (no JS/TS counterpart). ``utcnow()`` was deprecated in
Python 3.12: it returns a *naive* timestamp labeled as UTC, which breaks
arithmetic with timezone-aware datetimes (``TypeError`` on subtraction) and
is the most common model mistake around time. Use
`... | zaterka/anti-slop-python | anti_slop/rules/no_utcnow.py | .py | 8159671f04d863e5 | 7.45 | 7 |
"""Lightweight binding tracking for flow-sensitive rules.
Python's AST has no scope tree, so these helpers approximate one: they collect
the simple-name assignments made in a statement list (a function body or the
module body) and record, per name, the initializing assignment and any later
writes. A name with exactly ... | zaterka/anti-slop-python | anti_slop/shared/bindings.py | .py | 2fd0cce9c99e1d3d | 7.45 | 7 |
"""Iterate the *declared* symbol names of a module.
The reference implementation flags every identifier reference, which is
reasonable in TypeScript but noisy in Python (every attribute lookup and
variable read is an identifier). The Python rule therefore reports
declarations only: the one place a name is *chosen*.
""... | zaterka/anti-slop-python | anti_slop/shared/names.py | .py | 4780bb6e39fb033c | 7.45 | 7 |
"""Locate ``@typing.overload`` implementation functions.
An overload set states its real contract in the stubs; the implementation that
follows them is required to accept and return the *union* of every stub, which
in practice is spelled ``Any``::
@overload
def parse(raw: str) -> Document: ...
@overload
... | zaterka/anti-slop-python | anti_slop/shared/overloads.py | .py | 51cdf4a197eb79e6 | 7.45 | 7 |
"""Parent-link helpers.
Python's :mod:`ast` does not link nodes to their parents, so rules that need to
know the enclosing scope (a function, a statement, a type-parameter scope) build
a parent map once per file and query it.
"""
from __future__ import annotations
import ast
from typing import Iterator
__all__ = [
... | zaterka/anti-slop-python | anti_slop/shared/parents.py | .py | c4c225398c5fc368 | 7.45 | 7 |
"""Helpers for inspecting Python type annotations in an AST.
Python type hints are just expressions, so these helpers answer the questions
the rules need: *what name does this annotation refer to, does it (through a
local alias) resolve to ``Any`` or ``object``, is it a union, and what is the
value type of a ``dict[..... | zaterka/anti-slop-python | anti_slop/shared/type_utils.py | .py | 4452b02553e61fb9 | 7.45 | 7 |
"""Inline suppression comments.
Opinionated rules need an escape hatch that is cheaper than switching the rule
off for the whole project. A suppression comment marks one line, or one file,
as a deliberate exception::
value = eval(expression) # anti-slop: ignore[no-eval-exec] sandboxed input
print(banner) ... | zaterka/anti-slop-python | anti_slop/suppressions.py | .py | 4054cd613ae7423c | 7.45 | 7 |
#!/usr/bin/env python3
"""Install the anti-slop package into a target repository.
Usage::
python install.py [--repo PATH] [--dest RELPATH] [--force] [--no-validate]
Steps:
1. Copy the ``anti_slop`` package next to this skill's repository root into
``<repo>/<dest>`` (default ``tools/anti_slop``).
2. Ensure a `... | zaterka/anti-slop-python | skills/install-anti-slop/scripts/install.py | .py | 02cb8b723e4bec3d | 7.45 | 7 |
"""Deliberately sloppy sample code.
Not a test module and not imported by one: this file exists so CI can point
the action at something with known findings and assert that it annotates them.
It is excluded from the self-lint in pyproject.toml for that reason.
"""
from typing import Any
def handle(payload: Any) -> A... | zaterka/anti-slop-python | tests/fixtures/sloppy_sample.py | .py | db7505f8ff90bd6d | 7.45 | 7 |
"""A minimal RuleTester, mirroring the oxlint RuleTester the JS project uses.
Each rule's test file looks like::
from anti_slop.rules.no_object_parameters import NoObjectParametersRule
from tests.harness import RuleTester
def test_no_object_parameters() -> None:
RuleTester(NoObjectParametersRule(... | zaterka/anti-slop-python | tests/harness.py | .py | 874d4ac867e8cd82 | 7.95 | 7 |
"""Tests for configuration and rule enablement.
Pins the opt-in mechanism: rules with ``default_enabled = False`` are
inactive unless the configuration explicitly enables them, and
``Config.is_enabled`` falls back to the caller-supplied default when the
rule is not mentioned.
"""
from anti_slop.config import Config
f... | zaterka/anti-slop-python | tests/test_config.py | .py | 0be1763f4b7412f0 | 7.95 | 7 |
"""add users table and repository owner
Revision ID: 0002_users_and_repo_owner
Revises: 0001_initial
Create Date: 2026-07-11
The revision id is kept under 32 characters because Alembic's default
alembic_version.version_num column is VARCHAR(32), which PostgreSQL enforces.
"""
from datetime import UTC, datetime
from... | Second-Origin/PARTHA | apps/backend/alembic/versions/0002_users_and_repo_owner.py | .py | d78d647afb61a5a9 | 7.5 | 9 |
"""add password hash and refresh tokens
Revision ID: 0003_auth_credentials
Revises: 0002_users_and_repo_owner
Create Date: 2026-07-11
Revision ids stay under 32 characters: alembic_version.version_num is
VARCHAR(32) and PostgreSQL enforces it.
"""
from alembic import op
import sqlalchemy as sa
revision = "0003_auth... | Second-Origin/PARTHA | apps/backend/alembic/versions/0003_auth_credentials.py | .py | 9e18de2b069f9279 | 7.5 | 9 |
"""add per-user encrypted ai provider configs
Revision ID: 0004_ai_provider_configs
Revises: 0003_auth_credentials
Create Date: 2026-07-15
Revision ids stay under 32 characters: alembic_version.version_num is
VARCHAR(32) and PostgreSQL enforces it.
Replaces the single global ``ai-provider.json`` file with a per-user... | Second-Origin/PARTHA | apps/backend/alembic/versions/0004_ai_provider_configs.py | .py | 8c460a21b393fac0 | 7.5 | 9 |
"""remove the always-"real" data_source placeholder column
Revision ID: 0007_remove_data_source
Revises: 0006_analysis_jobs
Create Date: 2026-07-25
``data_source`` was written as the literal "real" on every repository, never
derived from any actual distinction (#96). Downgrade restores the column with
its original se... | Second-Origin/PARTHA | apps/backend/alembic/versions/0007_remove_data_source.py | .py | 1f2be4cd09ff5030 | 7.5 | 9 |
"""add directional snapshot-edge indexes for impact traversal
Revision ID: 0008_impact_query_edge_indexes
Revises: 0007_remove_data_source
Create Date: 2026-07-28
The sealed-snapshot impact query filters resolved edges by snapshot, one
endpoint direction, and predicate. These complementary composite indexes keep
both... | Second-Origin/PARTHA | apps/backend/alembic/versions/0008_impact_query_edge_indexes.py | .py | af5c7da30c3d98c5 | 7.5 | 9 |
"""add account-deletion cascades and audit trail
Revision ID: 0010_account_deletion
Revises: 0009_ai_conversation_messages
Create Date: 2026-08-13
Issue #290: verified account deletion. Several owner foreign keys did not
declare database-level cascade deletion, so deleting a ``users`` row would
raise a foreign-key vi... | Second-Origin/PARTHA | apps/backend/alembic/versions/0010_account_deletion.py | .py | 38225831c555d0ed | 7.5 | 9 |
"""add waitlist_entries for the public landing-page waitlist
Revision ID: 0012_waitlist_entries
Revises: 0011_invite_tokens
Create Date: 2026-08-23
Issue #334: the public landing page collects email/name signups for the
owner to review and invite manually, rather than open self-serve
registration. Deliberately not an... | Second-Origin/PARTHA | apps/backend/alembic/versions/0012_waitlist_entries.py | .py | d9e88374105eea8d | 7.5 | 9 |
"""Owner-scoped, encrypted-at-rest storage for AI provider configuration.
Every read and write is scoped to a single ``owner_id``, so one user can never
observe or spend another user's provider key (E1.5 / #65, and the credential
half of the ``ai/*`` scoping in #63). API keys are encrypted with
:class:`ProviderKeyCiph... | Second-Origin/PARTHA | apps/backend/app/ai/providers/config_store.py | .py | 8d400eb338fe29b5 | 7.5 | 9 |
"""Pinned HTTP sender shared by every AI provider implementation."""
from __future__ import annotations
from typing import Protocol
import anyio
import httpx
from app.core.ai_egress import DestinationPolicyError, ProviderEgressPolicy
from app.ai.types import AiProviderConfig
from app.core.exceptions import External... | Second-Origin/PARTHA | apps/backend/app/ai/providers/http.py | .py | 4f37b46814ca08df | 7.5 | 9 |
"""Evidence-backed authentication explanation (#95).
Reads exclusively through :class:`SnapshotQueryService`: no filesystem read,
no working-tree fallback, no legacy ``repo_metadata['intelligence']`` read,
and no second parser or consumer-specific fact store. Every displayed claim
resolves to a real evidence span stor... | Second-Origin/PARTHA | apps/backend/app/analysis/authentication.py | .py | c6644bcd1d415425 | 7.5 | 9 |
"""Build and verify revision manifests from sealed snapshots (#113)."""
from app.intelligence.canonical import canonical_json_bytes, sha256_prefixed
from app.intelligence.query_service import SnapshotQueryService
from app.models.snapshot import RiSnapshot
from app.schemas.manifest import (
VERIFICATION_METHOD,
... | Second-Origin/PARTHA | apps/backend/app/analysis/manifest.py | .py | 71fb9eb33327940a | 7.5 | 9 |
"""Fail-closed resource budgets for one repository analysis run."""
from __future__ import annotations
import ctypes
import importlib
import mmap
import sys
import time
from collections.abc import Callable
from dataclasses import dataclass, field
from pathlib import Path
RESOURCE_EXCEEDED_CODE = "resource_exceeded"... | Second-Origin/PARTHA | apps/backend/app/analysis/resource_budget.py | .py | 8d7016177cef2af8 | 7.5 | 9 |
"""Deterministic, symlink-safe streaming of a stored repository manifest."""
from __future__ import annotations
import os
import stat
from collections.abc import Callable, Iterator, Mapping, Sequence
from pathlib import Path, PurePosixPath
from app.analysis.resource_budget import AnalysisResourceBudget
from app.inte... | Second-Origin/PARTHA | apps/backend/app/analysis/source_stream.py | .py | de31fec7d6e4ffd4 | 7.5 | 9 |
"""Reusable OpenAPI response metadata.
The API has one runtime error envelope, :class:`ErrorResponse`. Route modules
use the helpers in this module to publish that fact consistently without
changing how requests are handled or how responses are serialised.
"""
from collections.abc import Mapping
from typing import A... | Second-Origin/PARTHA | apps/backend/app/api/openapi.py | .py | 66a65fc866180e12 | 7.5 | 9 |
"""Example demonstrating agent evaluation with Phoenix observability."""
import os
import asyncio
from typing import List
# Set up Phoenix before importing miiflow-agent
os.environ["PHOENIX_ENABLED"] = "true"
os.environ["PHOENIX_ENDPOINT"] = "http://localhost:6006"
os.environ["STRUCTURED_LOGGING"] = "true"
# Import ... | MiiFlow/miiflow-agent | examples/agent_evaluation_example.py | .py | 5631461410564b53 | 7.64 | 18 |
"""Basic chat completion example.
This example demonstrates the simplest usage of miiflow-agent:
- Creating a client for any provider
- Sending messages and getting responses
- Handling both sync and async patterns
"""
import asyncio
from miiflow_agent import LLMClient, Message
def sync_example():
"""Synchronou... | MiiFlow/miiflow-agent | examples/basic_chat.py | .py | abab6d34ae84a779 | 7.64 | 18 |
"""Context Injection example (Pydantic AI style).
This example demonstrates dependency injection for tools:
- Defining typed context with dataclasses
- Injecting context into tools via RunContext
- Using deps_type for type-safe context access
"""
import asyncio
from dataclasses import dataclass, field
from typing imp... | MiiFlow/miiflow-agent | examples/context_injection.py | .py | 640f387ad0a454a8 | 7.64 | 18 |
"""Example demonstrating Phoenix observability with miiflow-agent."""
import os
import asyncio
from typing import List
# Set up Phoenix before importing miiflow-agent
os.environ["PHOENIX_ENABLED"] = "true"
os.environ["PHOENIX_ENDPOINT"] = "http://localhost:6006"
os.environ["STRUCTURED_LOGGING"] = "true"
# Import mii... | MiiFlow/miiflow-agent | examples/observability_example.py | .py | 6b593b665a919d31 | 7.64 | 18 |
"""ReAct Agent example.
This example demonstrates the ReAct (Reasoning + Acting) pattern:
1. Basic usage - Creating an agent with tools
2. Streaming - Real-time event streaming
"""
import asyncio
import math
from miiflow_agent import LLMClient, Agent, AgentType, RunContext, tool
from miiflow_agent.core.react import ... | MiiFlow/miiflow-agent | examples/react_agent.py | .py | 9027b7c26e2c3487 | 7.64 | 18 |
"""Yahoo Finance tools for fetching stock market data.
These tools use the yfinance library to fetch real-time and historical
stock data. No API key is required.
Install: pip install yfinance
"""
from typing import Optional
from miiflow_agent.core.tools import tool
@tool("get_stock_quote", "Get real-time stock quo... | MiiFlow/miiflow-agent | examples/tools/finance.py | .py | 0f953f0433e2ce88 | 7.64 | 18 |
"""
Type definitions for the artifact system.
An artifact is an opaque file (PDF, HTML doc, etc.) produced by a tool and
persisted for download + side-panel viewing. Unlike MediaResult or
VisualizationResult (which are inline display payloads), artifacts have
real size, are uploaded to object storage by the streaming ... | MiiFlow/miiflow-agent | miiflow_agent/artifacts/types.py | .py | 7dc3b29a3914462c | 7.64 | 18 |
"""Context variable management for callback context.
This module provides a way to pass context (like organization_id, agent_node_run_id)
through LLM calls to callbacks without changing method signatures.
Usage:
from miiflow_agent import CallbackContext, callback_context
ctx = CallbackContext(
organi... | MiiFlow/miiflow-agent | miiflow_agent/core/callback_context.py | .py | 99d466d8e4a0c23f | 7.64 | 18 |
"""AgentConfig — a single dataclass that captures everything you need to
construct an `Agent`, including `sub_agents`.
This is the **canonical** way to construct an Agent going forward. The
legacy `Agent(client, tools=..., agent_type=..., ...)` kwargs constructor
still works (and internally builds an AgentConfig), but... | MiiFlow/miiflow-agent | miiflow_agent/core/config.py | .py | a2ad614211101dbc | 7.64 | 18 |
"""Context-window budgets, resolved from the model registry.
The compressor previously hard-coded ``max_context_tokens or 128000``. That
default is wrong for essentially every model this package actually runs:
Claude is 200K–1M, GPT-5 is 400K, Gemini is 1M–2M. On a 1M-token model it
means compaction fires at 96K — sum... | MiiFlow/miiflow-agent | miiflow_agent/core/context/budget.py | .py | 868466af4c8d1367 | 7.64 | 18 |
"""Engine selection by name.
This is the seam that makes the engine swappable per assistant rather than
per deployment. A host application resolves a config value — ``context.engine``
— to a constructor here, so shipping a second policy (server-side compaction
on providers that offer it, a retrieval-backed engine, a n... | MiiFlow/miiflow-agent | miiflow_agent/core/context/registry.py | .py | f6cfc48356f0fe04 | 7.64 | 18 |
"""The shape of a request, as the context engine sees it.
The defect this type exists to fix: ``ContextCompressor.compress_if_needed()``
took only ``messages``. It never saw the system prompt or the tool schemas, so
it was blind to the two largest and *least* compressible parts of the request.
On a tool-heavy assista... | MiiFlow/miiflow-agent | miiflow_agent/core/context/shape.py | .py | a399d04052681e9a | 7.64 | 18 |
"""Self-calibrating correction factor for local token estimates.
Local estimation is cheap but approximate. Every provider response, however,
reports the *real* prompt token count it billed. That number is ground truth
for everything we sent, and it costs nothing extra to read.
This module closes the loop: after each... | MiiFlow/miiflow-agent | miiflow_agent/core/context/tokens/calibration.py | .py | 2eee59df47bb5e94 | 7.64 | 18 |
"""Session-scoped data reference cache for render tools.
When data tools (e.g. google_ads_query, meta_ads_insights) return large
result sets, the LLM has to re-emit the data inline whenever it wants to
render it — `render_table(rows=[...several hundred rows...])`. At
realistic dataset sizes this blows the model's max_... | MiiFlow/miiflow-agent | miiflow_agent/core/data_reference.py | .py | 5dd83e2dad28a6e6 | 7.64 | 18 |
"""Message handling and format conversion for different providers."""
import mimetypes
import urllib.parse
from dataclasses import dataclass, field
from datetime import datetime
from enum import Enum
from pathlib import Path
from typing import Any, Dict, List, Literal, Optional, Union
class MessageRole(Enum):
""... | MiiFlow/miiflow-agent | miiflow_agent/core/message.py | .py | e3ceb0ab21c70dd5 | 7.64 | 18 |
"""Trace context management for observability."""
import contextvars
from dataclasses import dataclass, field
from typing import Optional, Dict, Any
from uuid import uuid4
@dataclass
class TraceContext:
"""Context for trace information."""
trace_id: str = field(default_factory=lambda: str(uuid4()))
span... | MiiFlow/miiflow-agent | miiflow_agent/core/observability/context.py | .py | e711c6737041ba89 | 7.64 | 18 |
"""Simplified structured logging with trace correlation."""
import logging
import sys
import structlog
from typing import Any, Dict, Optional
from contextvars import ContextVar
from .config import ObservabilityConfig
from .context import get_current_trace_context
# Context variable for additional logging context
_l... | MiiFlow/miiflow-agent | miiflow_agent/core/observability/logging.py | .py | 105684f3910d58db | 7.64 | 18 |
"""Canonical tool-observation port — one stored record per tool execution.
The orchestrator invokes an adapter-supplied ``ObservationSink`` at the moment a
tool observation is finalized (serial step, parallel batch, deterministic
approval-resume). The sink persists the observation once and returns an opaque
``ref``; e... | MiiFlow/miiflow-agent | miiflow_agent/core/observation.py | .py | 8106e2048ea73c83 | 7.64 | 18 |
"""File-backed reference implementation of the ObservationSink port.
Standalone deployments (no adapter sink wired) previously had exactly one
behavior for an oversized tool output: truncate it and tell the model to
re-run the tool with a narrower scope — the omitted data was gone. This sink
gives them the same spill-... | MiiFlow/miiflow-agent | miiflow_agent/core/observation_local.py | .py | 5c93e8c2963f30a6 | 7.64 | 18 |
"""Rate-limit-adaptive concurrency for parallel tool batches.
The parallel batch path used a fixed Semaphore(8). When a branch hits a
provider rate limit — the dominant case being a wide ``dispatch_assistant``
fan-out where every branch is a full sub-agent making LLM calls — launching
the remaining branches at full wi... | MiiFlow/miiflow-agent | miiflow_agent/core/react/adaptive_concurrency.py | .py | 81b34a20200c29a2 | 7.64 | 18 |
"""Turning a finished (or halted) run into what the caller receives.
Owns the terminal paths of a ReAct run: publishing the closing final-answer
event, building the success/crash results, the one tool-free wrap-up turn
after a safety halt (_answer_after_halt — report the work in hand instead of
discarding it), and the... | MiiFlow/miiflow-agent | miiflow_agent/core/react/answer_synthesis.py | .py | 1fd02aeefdbda929 | 7.64 | 18 |
"""Council Governance Router -- flight 008.
Takes the stabilized 10-seed council manifold from loop 007 and routes probe
inputs to ALLOW / QUARANTINE / ESCALATE / DENY using nearest-seed distance in
the mixed metric, cutover-flag policy, Pi_exchange, and z-vector scrutiny.
This is a STANDALONE sim. It does not touch ... | issdandavis/SCBE-AETHERMOORE | .scbe/grounding/council_router.py | .py | 935f412a184d35d8 | 7.42 | 6 |
"""
Agent Bus browser backends — three swappable modes.
Modes (industry-standard names per 2026 SOTA review):
- "headless": raw PlaywrightRuntime, fastest, no governance
- "headed": SCBEBrowserAgent — visible browser, every action goes through
the SCBE governance pipeline (ALLOW/QUARANTINE/ESCALA... | issdandavis/SCBE-AETHERMOORE | agents/agent_bus_browser.py | .py | a782038f87beb88c | 7.42 | 6 |
"""
Agent Bus cost metering + budget enforcement.
Closes the "cost tracking" gap from AGENT_BUS_NOTES.md: every LLM call is
priced in USD-equivalent from per-provider token rates, accumulated on a
session meter, and the `--budget` CLI flag becomes a hard gate instead of
advisory. The bus's default providers (Ollama lo... | issdandavis/SCBE-AETHERMOORE | agents/agent_bus_cost.py | .py | 10bdbf38ca815a0c | 7.42 | 6 |
"""
Agent Bus → HYDRA Ledger bridge.
Every BusEvent gets two persistence paths:
1. Local JSONL (artifacts/agent-bus/events.jsonl) — fast, lossy-on-disk-corruption
2. HYDRA central ledger (SQLite) — cross-session, queryable, signed at write time
If the HYDRA ledger isn't available in this deployment, the bridge si... | issdandavis/SCBE-AETHERMOORE | agents/agent_bus_ledger.py | .py | ee5fbd2f346398a4 | 7.42 | 6 |
"""
Agent Bus event schema versioning + validation.
Every event written to events.jsonl carries a `_schema_version` field. This
module defines the current version, the migration table, and a validator
that the reader (or a verify CLI) can use to reject events from
unsupported future versions.
Versioning rule (semver-... | issdandavis/SCBE-AETHERMOORE | agents/agent_bus_schema.py | .py | f74a53693b850c4c | 7.42 | 6 |
"""
Agent Bus team coordination — wraps existing HYDRA / SwarmBrowser systems.
The bus is the spinal cord; this module is the reflex that asks the team
"should we do this?" before executing high-stakes actions. Two patterns:
1. Roundtable consensus (Byzantine-safe): six Sacred Tongue agents vote.
Requires 4/6 ... | issdandavis/SCBE-AETHERMOORE | agents/agent_bus_team.py | .py | 78885e52cb9bedb7 | 7.42 | 6 |
"""
Agent Bus self-training — perf-triggered fine-tunes.
The bus continually appends signed BusEvent records to artifacts/agent-bus/events.jsonl.
This module reads that ledger, computes a rolling performance score, and when the
score drops below a threshold, kicks off a training run via existing scripts:
- Failure ... | issdandavis/SCBE-AETHERMOORE | agents/agent_bus_training.py | .py | e770992e01f85f77 | 7.42 | 6 |
"""
@file phdm_brain.py
@module agents/browser/phdm_brain
@layer Layer 5, Layer 12, Layer 13
@component SimplePHDM Brain for Browser Agent
@version 1.0.0
Geometrically-contained decision making using Poincare ball model.
Actions are only permitted if their embeddings fall within the safe radius.
"""
from __future__ i... | issdandavis/SCBE-AETHERMOORE | agents/browser/phdm_brain.py | .py | f7a39441680575cd | 7.42 | 6 |
"""
@file playwright_wrapper.py
@module agents/browser/playwright_wrapper
@layer Layer 13, Layer 14
@component Browser Control with Timeout Safety
@version 1.0.0
Safe browser automation wrapper using Playwright with built-in timeouts
and action logging for governance auditing.
"""
from __future__ import annotations
... | issdandavis/SCBE-AETHERMOORE | agents/browser/playwright_wrapper.py | .py | ab308426bc94f9e1 | 7.42 | 6 |
"""
@file vision_embedding.py
@module agents/browser/vision_embedding
@layer Layer 4, Layer 5
@component CLIP to Poincare Projection
@version 1.0.0
Converts visual observations to Poincare ball embeddings for geometric containment.
Uses CLIP for vision encoding, then projects to hyperbolic space.
"""
from __future__ ... | issdandavis/SCBE-AETHERMOORE | agents/browser/vision_embedding.py | .py | 2c471b0f25c702d5 | 7.42 | 6 |
#!/usr/bin/env python3
'''
Copyright 2025 Advanced Micro Devices, Inc.
All rights reserved. This notice is intended as a precaution against inadvertent
publication and does not imply publication or any waiver of confidentiality.
The year included in the foregoing notice is the year of creation of the work.
All code con... | ROCm/cvs | build_tools/gen_anc_suites.py | .py | 52a6d55bdfc0e928 | 7.63 | 17 |
class SubcommandPlugin:
"""Base class for CLI subcommand plugins."""
PLUGIN_ORDERS = {
"monitor": 999,
"exec": 1000, # High number to ensure exec appears last
}
def get_name(self):
raise NotImplementedError
def get_parser(self, subparsers):
"""Register subcommand ... | ROCm/cvs | cvs/cli_plugins/base.py | .py | 56a07e6605398872 | 7.63 | 17 |
from .base import SubcommandPlugin
import argparse
import sys
import os
import pkgutil
import importlib
from abc import ABC, abstractmethod
class GeneratorPlugin(ABC):
"""Base class for all generator plugins"""
@abstractmethod
def get_name(self):
"""Return the name of this generator"""
pa... | ROCm/cvs | cvs/cli_plugins/generate_plugin.py | .py | 82dd8e2640cd7dd2 | 7.63 | 17 |
import os
import sys
import importlib.resources as resources
import re
import pytest
from io import StringIO
import contextlib
from .base import SubcommandPlugin
from cvs.extension import ExtensionConfig, CORE_PKG_NAME, CORE_TESTS_DIR
class ListPlugin(SubcommandPlugin):
@staticmethod
def discover_tests():
... | ROCm/cvs | cvs/cli_plugins/list_plugin.py | .py | 735164072ebe971b | 7.63 | 17 |
import pytest
import sys
import os
import json
from cvs.core.run_layout import RunLayout
from .list_plugin import ListPlugin
# Legacy preflight pytest entry points — resolved at CLI time only so full-module
# collection does not register duplicate tests (same function object, two names).
LEGACY_PREFLIGHT_TEST_ALIASE... | ROCm/cvs | cvs/cli_plugins/run_plugin.py | .py | 77298fb90c61f4fe | 7.63 | 17 |
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