text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
values | hash stringlengths 16 16 | score float64 7 8.5 | stars int64 0 237k |
|---|---|---|---|---|---|---|
"""Generate trending badges for repositories."""
from pathlib import Path
import json
from datetime import datetime
BASE_DIR = Path(__file__).resolve().parent.parent
def get_badge_url(repo_name: str, rank: int, category: str) -> str:
"""Generate a shields.io badge URL for a trending repo."""
color = "bright... | juninfxp/git-trend-sync | src/badge.py | .py | 90de4884325ba84b | 7 | 0 |
"""
GitHub Topics에서 카테고리별 상위 레포지토리를 수집합니다.
"""
import json
import os
import sys
import time
from datetime import datetime, timedelta, timezone
from pathlib import Path
import requests
import yaml
BASE_DIR = Path(__file__).resolve().parent.parent
CONFIG_PATH = BASE_DIR / "config" / "categories.yaml"
GITHUB_API = "ht... | juninfxp/git-trend-sync | src/collect.py | .py | 8c89b9e676a92b98 | 7 | 0 |
"""
GitHub Issue 스캔을 통해 트렌딩 레포의 미충족 도구/CLI 수요를 분석합니다.
"""
import json
import os
import re
import time
from datetime import datetime, timezone
from pathlib import Path
import requests
from src.collect import get_headers
BASE_DIR = Path(__file__).resolve().parent.parent
GITHUB_API = "https://api.github.com"
TOOL_KEYW... | juninfxp/git-trend-sync | src/gaps.py | .py | c49e77cfd4b11911 | 7 | 0 |
"""
수집된 데이터에서 정량 메트릭을 계산하고 카테고리 내 정규화합니다.
"""
import json
from datetime import datetime, timezone
from pathlib import Path
BASE_DIR = Path(__file__).resolve().parent.parent
def normalize(values: list[float]) -> list[float]:
"""Min-max normalize to 0-10 scale."""
if not values:
return values
min_... | juninfxp/git-trend-sync | src/metrics.py | .py | bd212114843f540e | 7 | 0 |
"""Auto-update README.md with today's trending data."""
import json
from datetime import datetime
from pathlib import Path
BASE_DIR = Path(__file__).resolve().parent.parent
TREND_START = "<!-- TREND-START -->"
TREND_END = "<!-- TREND-END -->"
def _format_stars(stars: int) -> str:
"""Format star count with comm... | juninfxp/git-trend-sync | src/readme_update.py | .py | fd5e07258ce58763 | 7 | 0 |
"""
Generate English markdown trend reports from multi-signal analysis data.
"""
import json
import re
from datetime import datetime
from pathlib import Path
BASE_DIR = Path(__file__).resolve().parent.parent
def extract_json_from_text(text: str) -> dict | None:
"""Try to extract JSON from Claude Code output te... | juninfxp/git-trend-sync | src/report.py | .py | 56d0e6e2ba702f1b | 7 | 0 |
"""
Star history tracking — fetch stargazer timeline and generate growth charts.
Uses GitHub API stargazers endpoint with 'application/vnd.github.star+json' accept header
to get timestamps of when stars were given.
"""
import json
import os
from datetime import datetime, timezone, timedelta
from pathlib import Path
fr... | juninfxp/git-trend-sync | src/star_history.py | .py | cb82b062cd7c23b4 | 7 | 0 |
"""Common fixtures for git-trend-sync tests."""
import pytest
@pytest.fixture
def sample_repo():
"""A single repo dict as returned by extract_repo_data."""
return {
"name": "langchain",
"full_name": "langchain-ai/langchain",
"url": "https://github.com/langchain-ai/langchain",
... | juninfxp/git-trend-sync | tests/conftest.py | .py | 38dfdc68937acc64 | 7.5 | 0 |
#!/usr/bin/env python3
"""
DNS server which is attacked
"""
from random import randint
import dnslib
from gevent import socket
from gevent.server import DatagramServer
ns = "10.0.0.5"
class Cache:
def __init__(self):
self.list = {}
def get(self, key):
return self.list.get(key, None)
... | veltzer/demos-cyber-attacks | src/dns_cache_poisoning/dns/server.py | .py | e1f20ab39f80fa80 | 7.15 | 1 |
#!/usr/bin/env python3
"""
A DNS cache poisoning attacker demo
"""
from time import sleep
import dnslib
from gevent.server import DatagramServer
ALWAYS_RESPOND_IP = "1.2.3.4"
class DNSServer(DatagramServer):
""" This is the DNS server """
def handle_dns_request(self, data, address):
""" This act... | veltzer/demos-cyber-attacks | src/dns_cache_poisoning/upstream_dns/dns.py | .py | 94ed210e127bb9c5 | 7.15 | 1 |
#!/usr/bin/env python
"""
A script to measure the response from the server
"""
import time
import requests
def fetch_url(url):
"""Fetches the URL and returns the elapsed time."""
start_time = time.time()
try:
response = requests.get(url, timeout=5)
response.raise_for_status()
exce... | veltzer/demos-cyber-attacks | src/ping_flood/client/measure.py | .py | 1d50a622e3c839ad | 7.15 | 1 |
#!/usr/bin/env python
"""
A script to measure the response from the server
"""
import time
import requests
def fetch_url(url):
"""Fetches the URL and returns the elapsed time."""
start_time = time.time()
try:
response = requests.get(url, timeout=5)
response.raise_for_status()
exce... | veltzer/demos-cyber-attacks | src/syn_flood/client/measure.py | .py | b6708301c5488ca1 | 7.15 | 1 |
#!/usr/bin/env python
"""
Syn flood script in python
Original from # Emre Ovunc # info@emreovunc.com
Python SYN Flood Tool CMD v2.0.1
"""
import sys
from argparse import ArgumentParser
from random import randint
import scapy.all
def random_ip():
""" generate a random IP number """
ip = ".".join(map(str, ... | veltzer/demos-cyber-attacks | src/syn_flood/hacker/synflood.py | .py | 83fdb8b7b1236912 | 7.15 | 1 |
#!/usr/bin/env python3
"""
An example of an unrestricted file download
"""
import flask
ROOT = """
<html><body>
<a href="/download?file=file1.txt">get file1</a>
<a href="/download?file=file2.txt">get file2</a>
<a href="/download?file=file3.txt">get file3</a>
</body></html>
"""
app = flask.Flask("app")
@app.rout... | veltzer/demos-cyber-attacks | src/unrestricted_file_download/app.py | .py | ea769d9a2313a59c | 7.15 | 1 |
#!/usr/bin/env python
"""
Web server that can add two numbers
"""
import html
import flask
FORM = """
<html>
<body>
<form action="/add" method="post">
<label for="value">value:</label>
<textarea id="value" name="value" rows="10" cols="60"></textarea>
<input type="sub... | veltzer/demos-cyber-attacks | src/xss/app.py | .py | 8e2208b574f08604 | 7.15 | 1 |
"""
HumanizerEngine: the central orchestrator.
The engine owns the transformation lifecycle:
1. Run the composite detector on the input text.
2. Score the input with the heuristic scorer.
3. Build a pipeline appropriate for the requested intensity.
4. Execute each pipeline stage in sequence, passing output for... | aprempeh-tech/humanizer-workbench | src/humanizer/core/engine.py | .py | d6ca114914d3f870 | 7.24 | 2 |
"""
Core data models for humanizer-workbench.
These dataclasses form the contract between pipeline stages. Keeping them
in one module avoids circular imports and makes the data flow explicit.
"""
from dataclasses import dataclass, field
from enum import StrEnum
class Intensity(StrEnum):
"""Controls how aggressi... | aprempeh-tech/humanizer-workbench | src/humanizer/core/models.py | .py | cedcb5550f42a61c | 7.24 | 2 |
"""
Pipeline configuration for the humanization engine.
The Pipeline determines which stages run and in what order, based on intensity.
This is intentionally a simple data structure — business logic lives in the
engine, not here.
"""
from dataclasses import dataclass
from humanizer.core.models import Intensity, Pipe... | aprempeh-tech/humanizer-workbench | src/humanizer/core/pipeline.py | .py | bc883e477d57ce12 | 7.24 | 2 |
"""
Abstract base class for detectors and the composite that combines them.
Each detector is responsible for a distinct category of AI-like patterns.
The CompositeDetector merges results from all registered detectors into
a single DetectionResult, which the engine and scorer consume.
"""
from abc import ABC, abstract... | aprempeh-tech/humanizer-workbench | src/humanizer/detectors/base.py | .py | 24e03018d2f17ee8 | 7.24 | 2 |
"""
Lexical detector: finds AI-like words and phrases in text.
This is a knowledge-base approach — we maintain curated lists of vocabulary
and phrases that LLMs use disproportionately. The lists are drawn from:
- Empirical analysis of GPT/Claude output patterns
- Wikipedia's "Signs of AI writing" article
- Human... | aprempeh-tech/humanizer-workbench | src/humanizer/detectors/lexical.py | .py | c28f981a8aba5bf4 | 7.24 | 2 |
"""
Heuristic AI-likeness scorer.
The scorer produces a single 0–100 score where 100 means "maximally AI-like"
and 0 means "no AI patterns detected". It is not a classifier — it's a
multi-component heuristic that aggregates several independent signals.
Score components and weights:
1. AI vocabulary density — u... | aprempeh-tech/humanizer-workbench | src/humanizer/scoring/scorer.py | .py | 51150fc46679bd37 | 7.24 | 2 |
"""
Abstract base class for text transformers.
The interface is deliberately narrow. A transformer takes text and context,
and returns a StageResult. The engine handles sequencing and context
propagation — the transformer just does the transformation.
This makes it straightforward to add non-LLM transformers (rule-ba... | aprempeh-tech/humanizer-workbench | src/humanizer/transformers/base.py | .py | 19c1f3d5ca39b533 | 7.24 | 2 |
"""
Unit tests for the lexical and structural detectors.
These tests do not require an API key. They validate that the detectors
correctly identify known AI patterns and don't over-flag clean text.
"""
import pytest
from humanizer.detectors.base import CompositeDetector
from humanizer.detectors.lexical import Lexica... | aprempeh-tech/humanizer-workbench | tests/unit/test_detectors.py | .py | 82647db2fb3887f7 | 7.74 | 2 |
"""
Unit tests for HumanizerEngine and Pipeline.
The engine tests mock the LLM transformer to avoid API calls.
Integration tests (marked with @pytest.mark.integration) use the real API
and require ANTHROPIC_API_KEY to be set.
Run unit tests only:
pytest tests/unit/test_engine.py -m "not integration"
Run all incl... | aprempeh-tech/humanizer-workbench | tests/unit/test_engine.py | .py | 26bd452b2e2b5695 | 7.74 | 2 |
"""
Unit tests for style presets.
Validates that the style registry is complete and each style has all
required fields. Does not test LLM output — that's in integration tests.
"""
import pytest
from humanizer.core.models import StyleName
from humanizer.styles.base import StylePreset
from humanizer.styles.presets imp... | aprempeh-tech/humanizer-workbench | tests/unit/test_styles.py | .py | 85c4fe13a08422c4 | 7.74 | 2 |
#!/usr/bin/env python3
"""Generate the per-language documentation pages under ``docs/languages/``.
The pages are **generated, never hand-edited**, so the supported-OS / supported-version
information cannot drift from the source of truth:
* **OS + example versions** come from each language's matrix JSON
(``examples/... | 7rikazhexde/json2vars-setter | .github/scripts/gen_language_docs.py | .py | 116067e6aadd7481 | 7.3 | 3 |
#!/usr/bin/env python3
"""Sync third-party / official GitHub Action version refs in the docs to the workflows.
The docs and README carry ```yaml``` usage examples that reference actions such as
``actions/checkout`` and ``actions/setup-python``. Those references have no automatic
updater:
* Dependabot's ``github-actio... | 7rikazhexde/json2vars-setter | .github/scripts/sync_doc_action_refs.py | .py | 3dcd0b96bd5683db | 7.3 | 3 |
#!/usr/bin/env python3
"""
json2vars_setter CLI.
A guided entry point that runs the package features in-process via Typer.
Each feature module owns its own ``argparse`` parser (``build_parser()``) and
``main(argv)`` entry point (also used by ``python -m`` and the Action). To give
shell completion of the per-command *... | 7rikazhexde/json2vars-setter | json2vars_setter/cli.py | .py | fd103be44494216c | 7.3 | 3 |
import json
import os
import sys
from typing import Dict, List, Optional
def set_github_output(outputs: Dict[str, str], debug: bool) -> None:
"""
Set multiple GitHub Actions output variables by appending them to the GITHUB_OUTPUT file at once.
Args:
outputs: Dictionary of output variables to set.... | 7rikazhexde/json2vars-setter | json2vars_setter/features/github_output.py | .py | bc2004b6402e5271 | 7.3 | 3 |
#!/usr/bin/env python3
"""
Dynamic update of matrix.json with latest or stable versions.
This script updates the matrix.json file with the requested version strategy without changing its structure.
"""
import argparse
import json
import logging
import os
import sys
from typing import Dict, List, Optional, cast
from j... | 7rikazhexde/json2vars-setter | json2vars_setter/features/matrix_update.py | .py | 38387f87f767a069 | 7.3 | 3 |
import logging
import os
from abc import ABC, abstractmethod
from typing import List, Optional, Tuple
import requests
from json2vars_setter.version.core.exceptions import GitHubAPIError, ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
VersionInfo,
get_utc_now,
)
... | 7rikazhexde/json2vars-setter | json2vars_setter/version/core/base.py | .py | 14d96ebec42d2812 | 7.3 | 3 |
import logging
import re
import sys
from dataclasses import dataclass, field
from datetime import datetime, timezone
from typing import Callable, Dict, List, Optional, Tuple
import requests
# A parsed JSON object / GitHub REST response object with heterogeneous values.
# JSON values are heterogeneous, so they are typ... | 7rikazhexde/json2vars-setter | json2vars_setter/version/core/utils.py | .py | 601ecede2b74fe27 | 7.3 | 3 |
import os
import re
from typing import List, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
setup_... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/bun.py | .py | 99fc1de2761713b8 | 7.3 | 3 |
import os
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import JsonObject, ReleaseInfo, setup_logging
# A stable Clang/... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/clang.py | .py | 6bf322424da6ee7a | 7.3 | 3 |
import os
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/crystal.py | .py | aa8749ff1ffb923e | 7.3 | 3 |
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
VersionInfo,
get_utc_now,
setup_logging,
)
# Dart SDK versions are not cleanly repr... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/dart.py | .py | 5f026a91164cedd0 | 7.3 | 3 |
import os
import re
from typing import List, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
setup_... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/deno.py | .py | b9480ecf662bf348 | 7.3 | 3 |
import os
import re
from typing import List, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
setup_... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/dotnet.py | .py | cc42c81c2afc085e | 7.3 | 3 |
import os
import re
from typing import List, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
setup_... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/elixir.py | .py | 88d6e6789440ad56 | 7.3 | 3 |
import re
from typing import List, Tuple, cast
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
VersionInfo,
get_utc_now,
setup_logging,
)
# The flutter/flutter GitHub tags are useless for "which Flutter SD... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/flutter.py | .py | 79c1bd25e0757572 | 7.3 | 3 |
import os
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/gcc.py | .py | 20793c202567530e | 7.3 | 3 |
import os
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import JsonObject, ReleaseInfo, setup_logging
class GoVersionF... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/go.py | .py | 0f09ee5f8446c103 | 7.3 | 3 |
import os
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/haskell.py | .py | 1a8d976c1b04fedb | 7.3 | 3 |
from typing import List, cast
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
VersionInfo,
get_utc_now,
setup_logging,
)
# Java (OpenJDK) GA/LTS releases are not cleanly represented by a single GitHub
# re... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/java.py | .py | ce41ff04d01f86e6 | 7.3 | 3 |
import os
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/julia.py | .py | 29d670997aa34578 | 7.3 | 3 |
import os
import re
from typing import List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import JsonObject, ReleaseInfo, setup_logging
# A stable Kotlin... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/kotlin.py | .py | 091c89a8087c0285 | 7.3 | 3 |
import os
from typing import Dict, List, Optional, Tuple, cast
import requests
from json2vars_setter.version.core.base import BaseVersionFetcher
from json2vars_setter.version.core.exceptions import ParseError
from json2vars_setter.version.core.utils import (
JsonObject,
ReleaseInfo,
check_github_api,
... | 7rikazhexde/json2vars-setter | json2vars_setter/version/fetchers/nodejs.py | .py | 0133798a58b78869 | 7.3 | 3 |
"""Supernote Cloud Auth."""
import datetime
import logging
from typing import cast
import aiohttp
from homeassistant.const import CONF_ACCESS_TOKEN, CONF_PASSWORD, CONF_USERNAME
from homeassistant.core import HomeAssistant
from homeassistant.exceptions import ConfigEntryAuthFailed, HomeAssistantError
from homeassista... | allenporter/home-assistant-supernote-cloud | custom_components/supernote_cloud/auth.py | .py | 7e683c253f8eb861 | 7.3 | 3 |
"""DataUpdateCoordinator for Supernote Cloud."""
import logging
from datetime import timedelta
from homeassistant.core import HomeAssistant
from homeassistant.helpers.update_coordinator import DataUpdateCoordinator, UpdateFailed
from supernote.client.api import Supernote
from supernote.client.exceptions import ApiExc... | allenporter/home-assistant-supernote-cloud | custom_components/supernote_cloud/coordinator.py | .py | dbef2aef39eeb2ec | 7.3 | 3 |
"""LLM APIs for Supernote Cloud."""
import logging
from typing import cast
import slugify
import voluptuous as vol
from homeassistant.core import HomeAssistant
from homeassistant.exceptions import HomeAssistantError
from homeassistant.helpers import config_validation as cv
from homeassistant.helpers.llm import (
... | allenporter/home-assistant-supernote-cloud | custom_components/supernote_cloud/llm.py | .py | 3cd46e0f200e6cd9 | 7.3 | 3 |
"""Sensor platform for Supernote Cloud."""
from __future__ import annotations
from collections.abc import Callable
from dataclasses import dataclass
from homeassistant.components.sensor import (
SensorDeviceClass,
SensorEntity,
SensorEntityDescription,
SensorStateClass,
)
from homeassistant.const imp... | allenporter/home-assistant-supernote-cloud | custom_components/supernote_cloud/sensor.py | .py | f0d5f0ef3d510f5a | 7.3 | 3 |
import sys
from supernote.models.file_device import AllocationVO, CapacityLocalVO
"""Fixtures for the custom component."""
import logging
from collections.abc import AsyncGenerator, Generator
from unittest.mock import AsyncMock, patch
import pytest
from homeassistant.const import (
CONF_ACCESS_TOKEN,
CONF_P... | allenporter/home-assistant-supernote-cloud | tests/conftest.py | .py | 16e6c7fcf69177ab | 7.8 | 3 |
from backtesting import Backtest, Strategy
from backtesting.lib import crossover
from backtesting.test import SMA, GOOG
import pandas
import datetime
import os
import chart
import indicator
import schedule
from chart import FxOhlc
import time
import chart_plot
# コンフィグ
# gdrivepath = '/content/drive/My Drive/stock/' ... | ywakida/FX | backtest.py | .py | ba1f312437c47378 | 7.5 | 0 |
import pandas
import datetime
import os
import yfinance
import time
# コンフィグ
# gdrivepath = '/content/drive/My Drive/stock/' # for google drive
basepath = './'
encode = 'utf-8'
folder = 'ohlc'
index_label = 'Datetime' # インデックスのラベル名
support_intervals = ['5m', '15m', '1h', '1d', '1wk']
support_periods = ['60... | ywakida/FX | chart.py | .py | d91da640bfde83dc | 7 | 0 |
""" 売買戦略に対する勝率のシミュレーションを行う
"""
import pandas
import datetime
import os
import chart
import indicator
import schedule
from chart import FxOhlc
import time
import chart_plot
# コンフィグ
# gdrivepath = '/content/drive/My Drive/stock/' # for google drive
basepath = './'
encode = 'utf-8'
folder = 'ohlc'
ohlc_usdjpy = FxOhlc(... | ywakida/FX | simulation.py | .py | d52f7c2722112a0e | 7 | 0 |
"""
配置管理模块 V1.0
重大变更：双模洞察系统
- 支持双模式生成洞察报告：CLI 原生版 / Gemini API
- CLI 模式：使用 subprocess 调用宿主系统的 Claude Code CLI (claude -p)
- Gemini 模式：使用 Google Gemini API 生成高质量洞察报告
- 打标阶段固定使用 CLI（config.CLAUDE_CLI_CMD），不能用 API
"""
import os
from dataclasses import dataclass, field
from pathlib import Path
from datetime import dateti... | megana05082003/review-analyzer-skill | src/config.py | .py | 026306be75c8f917 | 7.35 | 4 |
import os
import uuid
import pandas as pd
from typing import List, Dict, Tuple
def load_reviews_from_file(file_path: str) -> Tuple[List[Dict], pd.DataFrame]:
"""
智能读取本地 Excel/CSV 并进行模糊列名嗅探清洗
返回:
Tuple[List[Dict], pd.DataFrame]:
- reviews: 评论列表（包含所有原始列 + 标准化字段）
- original_df... | megana05082003/review-analyzer-skill | src/data_loader.py | .py | d6c28eb79f5c868b | 7.35 | 4 |
"""
洞察报告生成模块 V1.0 - 双模洞察系统
重大变更：
- 支持双模式生成洞察报告：CLI 原生版 / Gemini API
- CLI 模式：使用 subprocess 调用宿主系统的 Claude Code CLI (claude -p)
- Gemini 模式：使用 Google Gemini API 生成高质量洞察报告
"""
import json
import logging
import subprocess
from typing import List, Dict
from collections import Counter
from datetime import datetime
# 尝试导入... | megana05082003/review-analyzer-skill | src/insights_generator.py | .py | 840bff485c5b51d4 | 7.35 | 4 |
"""
AI Prompt 模板模块
基于 PROMPT_TEMPLATES_V1.md 的 Python 实现
"""
from typing import List, Dict
# ==================== 打标提示词 ====================
TAGGING_PROMPT_SINGLE = """你是一个专业电商评论分析AI。请分析以下亚马逊评论，提取22个维度的标签。
# 输入数据
【评论ID】：{review_id}
【评论标题】：{title}
【评论内容】：{body}
【星级】：{rating}星
# 任务要求
严格按以下JSON格式返回（不要markdown代码块，不要... | megana05082003/review-analyzer-skill | src/prompts/templates.py | .py | 27c93f4dc5d712e0 | 7.35 | 4 |
"""
用户画像分析模块
基于标签化评论数据识别用户群体并筛选黄金样本
"""
from typing import List, Dict, Tuple
from collections import Counter
from src.config import config
# 预定义颜色方案（用于前端展示）
PERSONA_COLORS = [
"#d29922", # 金色
"#2d9cdb", # 蓝色
"#27ae60", # 绿色
"#e74c3c", # 红色
]
# 情感映射到前端样式类
SENTIMENT_CLASS_MAP = {
"强烈推荐": "str... | megana05082003/review-analyzer-skill | src/user_persona_analyzer.py | .py | faa12d8ebe041481 | 7.35 | 4 |
#!/usr/bin/env python3
"""
从已打标CSV直接生成报告的脚本
跳过Phase 1打标阶段，直接执行Phase 2-4
"""
import os
import sys
import pandas as pd
from pathlib import Path
from dotenv import load_dotenv
# 加载 .env 环境变量
load_dotenv()
# 添加项目根目录到路径
sys.path.insert(0, str(Path(__file__).parent.parent))
from src.config import config
from src.user_per... | megana05082003/review-analyzer-skill | tools/generate_from_tagged.py | .py | bbc91cafac74782f | 7.35 | 4 |
#!/usr/bin/env python3
"""
生成3个版本的HTML可视化看板
1. 本地经典模板版本
2. Gemini Pro版本
3. Gemini Flash版本
"""
import os
import sys
import pandas as pd
from pathlib import Path
# 添加项目根目录到路径
sys.path.insert(0, str(Path(__file__).parent.parent))
from src.config import config
from src.user_persona_analyzer import analyze_user_personas
... | megana05082003/review-analyzer-skill | tools/generate_multi_dashboards.py | .py | 8483ce0e13b464cc | 7.35 | 4 |
#!/usr/bin/env python3
"""
从已打标的CSV文件重新生成洞察报告（跳过打标和可视化步骤）
"""
import sys
import pandas as pd
from pathlib import Path
from datetime import datetime
# 使用相对路径以增强兼容性
project_root = Path(__file__).parent.parent
sys.path.insert(0, str(project_root))
from src.user_persona_analyzer import analyze_user_personas
from src.ins... | megana05082003/review-analyzer-skill | tools/regenerate_insights.py | .py | 1ada86d417b249cc | 7.35 | 4 |
#!/usr/bin/env python3
"""
批量分析脚本 - 非交互式版本
"""
import sys
import argparse
from pathlib import Path
from datetime import datetime
import pandas as pd
from dotenv import load_dotenv
# 加载 .env 环境变量
load_dotenv()
# 添加项目根目录到路径
import os
sys.path.insert(0, str(Path(__file__).parent.parent))
# 导入所有核心模块
from src.data_loade... | megana05082003/review-analyzer-skill | tools/run_batch.py | .py | 428a0b302b720d77 | 7.35 | 4 |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
阿里云盘备份插件（基础版）
- 扫码登录（明心安备开放平台）
- 测试文件上传
说明：
- 产品免费使用 如有分片备份需求可前往宝塔软件商店 - 第三方软件 - 阿里云盘备份插件购买，作者（旧楼雨）
- 本产品初衷仅用于备份需求，支持大家购买付费插件（更稳定 长期维护）
接口大致约定（符合宝塔插件习惯的 s 参数）：
- /plugin?action=a&name=aliyundrive_backup&s=get_qr_code 获取登录二维码信息
- /plugin?action=a&name=aliyundrive... | apk-tash-exe/BTAliyunDrive_backup | index.py | .py | 834a25dff8068c1c | 7 | 0 |
#!/usr/bin/env python
# encoding: utf-8
import sqlite3
import os
import time
import sys
basedir = os.path.abspath(os.path.dirname(__file__))
setup_path = '/www/server/panel/plugin/aliyundrive_backup'
os.chdir(basedir)
class Sql():
"""
轻量版 sqlite 封装，用于在插件内保存站点备份配置等信息。
说明：
- 数据库文件：/www/server/panel/plu... | apk-tash-exe/BTAliyunDrive_backup | mydb.py | .py | e48da498e6285389 | 7 | 0 |
"""baseline_init
Revision ID: 0241db89e063
Revises:
Create Date: 2026-02-18 02:51:49.315944
"""
from typing import Sequence, Union
from alembic import op
from app.models import Base
# revision identifiers, used by Alembic.
revision: str = "0241db89e063"
down_revision: Union[str, Sequence[str], None] = None
branc... | LuizDerkcz/AgentPanel | backend/alembic/versions/0241db89e063_baseline_init.py | .py | 8a32b6b12f5d7ca0 | 7 | 0 |
"""add_unique_reply_per_parent_author
Revision ID: 2b3c4d5e6f7a
Revises: 1a2b3c4d5e6f
Create Date: 2026-03-03 19:15:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "2b3c4d5e6f7a"
down_revision: Union[str, Sequ... | LuizDerkcz/AgentPanel | backend/alembic/versions/2b3c4d5e6f7a_add_unique_reply_per_parent_author.py | .py | 7dd57c5ad0fe8134 | 7 | 0 |
"""drop_unique_reply_per_parent_author
Revision ID: 3c4d5e6f7a8b
Revises: 2b3c4d5e6f7a
Create Date: 2026-03-03 22:20:00.000000
"""
from typing import Sequence, Union
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "3c4d5e6f7a8b"
down_revision: Union[str, Sequence[str], None] = "8dd... | LuizDerkcz/AgentPanel | backend/alembic/versions/3c4d5e6f7a8b_drop_unique_reply_per_parent_author.py | .py | 545c08f15d0fff20 | 7 | 0 |
"""add_karma_to_users
Revision ID: 5e6f7a8b9c0d
Revises: 4d5e6f7a8b9c
Create Date: 2026-03-04 12:00:00.000000
"""
from alembic import op
import sqlalchemy as sa
revision = "5e6f7a8b9c0d"
down_revision = "4d5e6f7a8b9c"
branch_labels = None
depends_on = None
def upgrade() -> None:
op.add_column(
"users",... | LuizDerkcz/AgentPanel | backend/alembic/versions/5e6f7a8b9c0d_add_karma_to_users.py | .py | 44aba259003dc523 | 7 | 0 |
"""add_bot_usertype_via_bot_owner
Revision ID: 6f7a8b9c0d1e
Revises: 5e6f7a8b9c0d
Create Date: 2026-03-04 14:00:00.000000
Changes:
- users: add 'bot' to ck_users_user_type check constraint
- bots: add owner_user_id (nullable FK to users.id)
- threads: add via_bot boolean (default false)
- comments: add via_bot boolea... | LuizDerkcz/AgentPanel | backend/alembic/versions/6f7a8b9c0d1e_add_bot_usertype_via_bot_owner.py | .py | a0a660d20f8ac228 | 7 | 0 |
"""add_lang_to_users
Revision ID: 7a8b9c0d1e2f
Revises: 6f7a8b9c0d1e
Create Date: 2026-03-04 15:00:00.000000
Note: lang column was added to the DB manually before this migration was created.
Using IF NOT EXISTS to make this idempotent.
"""
from alembic import op
revision = "7a8b9c0d1e2f"
down_revision = "6f7a8b9c0d1... | LuizDerkcz/AgentPanel | backend/alembic/versions/7a8b9c0d1e2f_add_lang_to_users.py | .py | d43867f714b6890d | 7 | 0 |
"""merge heads
Revision ID: 8dd283d4e369
Revises: 2b3c4d5e6f7a, de45fa67bc89
Create Date: 2026-03-03 19:08:27.956215
"""
from typing import Sequence, Union
from alembic import op
import sqlalchemy as sa
# revision identifiers, used by Alembic.
revision: str = '8dd283d4e369'
down_revision: Union[str, Sequence[str],... | LuizDerkcz/AgentPanel | backend/alembic/versions/8dd283d4e369_merge_heads.py | .py | d74eb56ddea753d0 | 7 | 0 |
"""add_user_is_verified
Revision ID: a1b2c3d4e5f6
Revises: f8a9b0c1d2e3
Create Date: 2026-02-22 10:00:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "a1b2c3d4e5f6"
down_revision: Union[str, Sequence[str], Non... | LuizDerkcz/AgentPanel | backend/alembic/versions/a1b2c3d4e5f6_add_user_is_verified.py | .py | 2b7faa3c710d6ef8 | 7 | 0 |
"""add notified status to event_outbox
Revision ID: b1ba111712f4
Revises: b3c4d5e6f7a8
Create Date: 2026-02-27 14:10:45.054344
"""
from typing import Sequence, Union
from alembic import op
# revision identifiers, used by Alembic.
revision: str = 'b1ba111712f4'
down_revision: Union[str, Sequence[str], None] = 'b3c4... | LuizDerkcz/AgentPanel | backend/alembic/versions/b1ba111712f4_add_notified_status_to_event_outbox.py | .py | bcd826d09a1e04ca | 7 | 0 |
"""add_hashed_password_to_users
Revision ID: b1f2a3d4e5f6
Revises: 0241db89e063
Create Date: 2026-02-20 10:00:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "b1f2a3d4e5f6"
down_revision: Union[str, Sequence[s... | LuizDerkcz/AgentPanel | backend/alembic/versions/b1f2a3d4e5f6_add_hashed_password_to_users.py | .py | a706bad509747fce | 7 | 0 |
"""add_user_bio
Revision ID: b2c3d4e5f7a8
Revises: a1b2c3d4e5f6
Create Date: 2026-02-22 12:00:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "b2c3d4e5f7a8"
down_revision: Union[str, Sequence[str], None] = "a1... | LuizDerkcz/AgentPanel | backend/alembic/versions/b2c3d4e5f7a8_add_user_bio.py | .py | 8eba0bbf3fc4b116 | 7 | 0 |
"""add_vote_changeable_to_prediction_markets
Revision ID: bc23de45fa67
Revises: ab12cd34ef56
Create Date: 2026-03-03 14:10:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "bc23de45fa67"
down_revision: Union[st... | LuizDerkcz/AgentPanel | backend/alembic/versions/bc23de45fa67_add_vote_changeable_to_prediction_markets.py | .py | afc1e23b130338f6 | 7 | 0 |
"""merge heads after multilingual migration
Revision ID: c0d1e2f3a4b5
Revises: a9c1d2e3f4a5, b2c3d4e5f7a8
Create Date: 2026-02-25 17:35:00.000000
"""
from typing import Sequence, Union
# revision identifiers, used by Alembic.
revision: str = "c0d1e2f3a4b5"
down_revision: Union[str, Sequence[str], None] = ("a9c1d2e... | LuizDerkcz/AgentPanel | backend/alembic/versions/c0d1e2f3a4b5_merge_heads_after_multilingual.py | .py | 9441df9030723716 | 7 | 0 |
"""add switchable to agents
Revision ID: c4d5e6f7a8b9
Revises: b3c4d5e6f7a8
Create Date: 2026-02-27 16:20:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "c4d5e6f7a8b9"
down_revision: Union[str, Sequence[str],... | LuizDerkcz/AgentPanel | backend/alembic/versions/c4d5e6f7a8b9_add_switchable_to_agents.py | .py | 39697443791a3ae4 | 7 | 0 |
"""add_reveal_results_after_vote_to_prediction_markets
Revision ID: cd34ef56ab78
Revises: bc23de45fa67
Create Date: 2026-03-03 17:30:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "cd34ef56ab78"
down_revision... | LuizDerkcz/AgentPanel | backend/alembic/versions/cd34ef56ab78_add_reveal_results_after_vote_to_prediction_markets.py | .py | 787774dd20ecbcb1 | 7 | 0 |
"""add action_params to agents
Revision ID: d9e8f7a6b5c4
Revises: c0d1e2f3a4b5
Create Date: 2026-02-26 20:20:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
# revision identifiers, used by Alembic.
revision: str = "d9e8f7a6... | LuizDerkcz/AgentPanel | backend/alembic/versions/d9e8f7a6b5c4_add_action_params_to_agents.py | .py | 9f7cd81ced04f701 | 7 | 0 |
"""add_system_notification_type
Revision ID: de45fa67bc89
Revises: cd34ef56ab78
Create Date: 2026-03-03 15:10:00.000000
"""
from typing import Sequence, Union
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "de45fa67bc89"
down_revision: Union[str, Sequence[str], None] = "cd34ef56ab... | LuizDerkcz/AgentPanel | backend/alembic/versions/de45fa67bc89_add_system_notification_type.py | .py | ab6257142a4c0dd0 | 7 | 0 |
"""add prompt to agents
Revision ID: e1f2a3b4c5d6
Revises: d9e8f7a6b5c4
Create Date: 2026-02-26 20:40:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "e1f2a3b4c5d6"
down_revision: Union[str, Sequence[str], Non... | LuizDerkcz/AgentPanel | backend/alembic/versions/e1f2a3b4c5d6_add_prompt_to_agents.py | .py | 9023a328e2bfbb10 | 7 | 0 |
"""add_thread_view_count
Revision ID: e6f7a8b9c0d1
Revises: d4e5f6a7b8c9
Create Date: 2026-02-21 14:00:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "e6f7a8b9c0d1"
down_revision: Union[str, Sequence[str], No... | LuizDerkcz/AgentPanel | backend/alembic/versions/e6f7a8b9c0d1_add_thread_view_count.py | .py | 3da87041782f9806 | 7 | 0 |
"""add author role label to comments
Revision ID: e7f8a9b0c1d2
Revises: b1ba111712f4, c4d5e6f7a8b9
Create Date: 2026-02-27 18:30:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "e7f8a9b0c1d2"
down_revision: Un... | LuizDerkcz/AgentPanel | backend/alembic/versions/e7f8a9b0c1d2_add_author_role_label_to_comments.py | .py | b8f988a62aedd688 | 7 | 0 |
"""add_system_settings_visit_base_offset
Revision ID: fb23cd45ef67
Revises: fa12bc34de56
Create Date: 2026-02-28 23:15:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision: str = "fb23cd45ef67"
down_revision: Union[str, S... | LuizDerkcz/AgentPanel | backend/alembic/versions/fb23cd45ef67_add_system_settings_visit_base_offset.py | .py | 31d5118f57d24f57 | 7 | 0 |
"""add_thread_debate_fields
Revision ID: fc34de56fa78
Revises: fb23cd45ef67
Create Date: 2026-03-01 09:30:00.000000
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
# revision identifiers, used by Alembic.
revision: str = "fc34de56fa7... | LuizDerkcz/AgentPanel | backend/alembic/versions/fc34de56fa78_add_thread_debate_fields.py | .py | 5a5b347152133e2d | 7 | 0 |
"""ForumMemoryMiddleware — 将 agent 历史行为记忆注入 system message。"""
from __future__ import annotations
import logging
from typing import TYPE_CHECKING, Any
from langchain.agents.middleware.types import AgentMiddleware, ModelRequest, ModelResponse
from deepagents.middleware._utils import append_to_system_message
from ap... | LuizDerkcz/AgentPanel | backend/app/agent_runtime/memory/middleware.py | .py | 7bc8b6ce580cec0c | 7 | 0 |
from __future__ import annotations
import logging
from langchain_core.tools import tool
from app.agent_runtime.tools.context import AgentContext
logger = logging.getLogger(__name__)
def make_comment_tools(ctx: AgentContext) -> list:
@tool
def list_comments(thread_id: int, limit: int = 20) -> list[dict]:
... | LuizDerkcz/AgentPanel | backend/app/agent_runtime/tools/comments.py | .py | e3cae2f4adf1a957 | 7 | 0 |
from __future__ import annotations
from dataclasses import dataclass, field
import httpx
@dataclass
class AgentContext:
api_base_url: str # e.g. "http://localhost:8000/api/v1"
api_key: str
agent_user_id: int
agent_id: int
run_id: str
source_lang: str = "zh" # "zh" | "en"
_answered_thre... | LuizDerkcz/AgentPanel | backend/app/agent_runtime/tools/context.py | .py | 459ad69a83fd9583 | 7 | 0 |
from __future__ import annotations
import logging
from langchain_core.tools import tool
from app.agent_runtime.tools.context import AgentContext
logger = logging.getLogger(__name__)
def make_like_tools(ctx: AgentContext) -> list:
@tool
def like_target(target_type: str, target_id: int) -> dict:
"""... | LuizDerkcz/AgentPanel | backend/app/agent_runtime/tools/likes.py | .py | ca2b7fc764074e42 | 7 | 0 |
from __future__ import annotations
import logging
from langchain_core.tools import tool
from app.agent_runtime.tools.context import AgentContext
logger = logging.getLogger(__name__)
def make_prediction_tools(ctx: AgentContext) -> list:
@tool
def list_prediction_markets(limit: int = 10) -> dict:
""... | LuizDerkcz/AgentPanel | backend/app/agent_runtime/tools/predictions.py | .py | a4216ee98d778aa4 | 7 | 0 |
from __future__ import annotations
from langchain_core.tools import tool
from app.agent_runtime.tools.context import AgentContext
def make_user_tools(ctx: AgentContext) -> list:
@tool
def get_user_info(username: str) -> dict:
"""Look up a user by username. Returns username, display name, type, avata... | LuizDerkcz/AgentPanel | backend/app/agent_runtime/tools/users.py | .py | c34988c56bef4650 | 7 | 0 |
"""Web search tool – wraps the Serper (Google) API."""
from __future__ import annotations
from typing import Any
import httpx
from langchain_core.tools import tool
from app.agent_runtime.config import SERP_API_KEY
from app.agent_runtime.tools.context import AgentContext
SERP_API_BASE = "https://google.serper.dev/s... | LuizDerkcz/AgentPanel | backend/app/agent_runtime/tools/web_search.py | .py | d4ac40ce2df58386 | 7 | 0 |
"""Per-instance MCP identity proxy.
Sits between an agent CLI and the real agentchattr MCP server.
Intercepts tool calls and stamps the `sender`/`name` argument
from the agent's registered identity while forwarding the
server-issued bearer token, so agents never need to know
their own name or auth material.
Supports ... | mikey143-kun/agentchattr | mcp_proxy.py | .py | 92c4c53652369674 | 7.15 | 1 |
"""Message routing based on @mentions with per-channel loop guard."""
import re
class Router:
def __init__(self, agent_names: list[str], default_mention: str = "both",
max_hops: int = 4):
self.agent_names = set(n.lower() for n in agent_names)
self.default_mention = default_mentio... | mikey143-kun/agentchattr | router.py | .py | ad0144abaab3d430 | 7.15 | 1 |
"""Rules store — shared working style for agents. Agents propose, humans approve."""
import json
import time
import threading
from pathlib import Path
MAX_ACTIVE_RULES = 10
MAX_TEXT_CHARS = 160
MAX_REASON_CHARS = 240
SOFT_WARNING_THRESHOLD = 7
class RuleStore:
def __init__(self, path: str):
self._path =... | mikey143-kun/agentchattr | rules.py | .py | 6e69a10c13ba4834 | 7.15 | 1 |
"""Entry point — starts MCP server (port 8200) + web UI (port 8300)."""
import asyncio
import secrets
import sys
import threading
import time
import logging
from pathlib import Path
# Ensure the project directory is on the import path
ROOT = Path(__file__).parent
sys.path.insert(0, str(ROOT))
def main():
loggin... | mikey143-kun/agentchattr | run.py | .py | 773fa076c79fb699 | 7.15 | 1 |
"""Schedule store — recurring prompts fired without human intervention."""
import json
import re
import time
import threading
import uuid
from pathlib import Path
# Interval parsing: "every 30m", "every 1h", "every 2h", "daily at 09:00"
_INTERVAL_RE = re.compile(
r"every\s+(\d+)\s*(m|min|h|hr|d|day)s?\b",
re... | mikey143-kun/agentchattr | schedules.py | .py | 1cd0a12ea3881902 | 7.15 | 1 |
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