← 返回
AI智能 中文

Code Weather

A daily weather report for your codebase. Clear skies when tests pass and coverage is high. Thunderstorms when bugs are clustering. Fog when nobody can under...
为你的代码库提供每日天气预报:测试通过且覆盖率高时晴空万里,Bug 集中爆发时电闪雷鸣,代码晦涩难懂时迷雾弥漫。
jcools1977
AI智能 clawhub v1.0.0 1 版本 99856.3 Key: 无需
★ 1
Stars
📥 675
下载
💾 19
安装
1
版本
#latest

概述

Code Weather

> "You wouldn't go outside without checking the weather. Why would you start coding without checking the forecast?"

What It Does

Every morning, before you write a line of code, Code Weather gives you the atmospheric conditions of your codebase. Not metrics. Not dashboards. A weather report — because your brain already knows what "thunderstorms" means, but it has to think about what "cyclomatic complexity trending upward in the auth module" means.

The Weather Report

╔══════════════════════════════════════════════════════════════╗
║                                                              ║
║    ⛅ CODE WEATHER REPORT — Monday, March 3, 2026            ║
║    Repository: acme-platform                                 ║
║                                                              ║
╠══════════════════════════════════════════════════════════════╣
║                                                              ║
║    CURRENT CONDITIONS:  Partly Cloudy ⛅                     ║
║    Temperature:  72°F (comfortable)                          ║
║    Wind:         Light breeze from the east (minor churn)    ║
║    Visibility:   Good (code is readable)                     ║
║    Pressure:     Falling (complexity increasing)             ║
║                                                              ║
║    ┌──────────────────────────────────────────────┐          ║
║    │              ⛅                               │          ║
║    │           .-~~~-.                             │          ║
║    │    .- ~ ~-(       )- ~-.                     │          ║
║    │   /                     \                    │          ║
║    │  ~    acme-platform      ~                   │          ║
║    │ (      Partly Cloudy      )                  │          ║
║    │  ~         72°F          ~                   │          ║
║    │   \                     /                    │          ║
║    │    ~ - . _________. - ~                      │          ║
║    └──────────────────────────────────────────────┘          ║
║                                                              ║
╠══════════════════════════════════════════════════════════════╣
║                                                              ║
║  5-DAY FORECAST:                                             ║
║                                                              ║
║  Mon     Tue     Wed     Thu     Fri                         ║
║  ⛅      🌤️      🌤️      ⛈️      🌧️                         ║
║  72°     75°     76°     58°     62°                         ║
║  Cloudy  Clear   Clear   Storm!  Rain                        ║
║                                                              ║
║  ⚠️ Thursday: Sprint deadline. Expect turbulence.            ║
║                                                              ║
╠══════════════════════════════════════════════════════════════╣
║                                                              ║
║  REGIONAL WEATHER (by module):                               ║
║                                                              ║
║  src/auth/      ☀️ Sunny     All tests pass. Clean code.     ║
║  src/checkout/  ⛅ Cloudy    2 flaky tests. Watch for rain.  ║
║  src/payments/  🌧️ Rainy     4 open bugs. Coverage dropping. ║
║  src/api/       ⛈️ Stormy    Deprecated dep. 2 CVEs.         ║
║  src/utils/     🌫️ Foggy     No docs. 3 confusing functions. ║
║  src/ui/        ☀️ Sunny     Recent refactor. Feeling fresh. ║
║                                                              ║
╠══════════════════════════════════════════════════════════════╣
║                                                              ║
║  WEATHER ALERTS:                                             ║
║                                                              ║
║  🌪️ TORNADO WATCH: src/api/legacy-adapter.ts                ║
║     Last meaningful update: 14 months ago.                   ║
║     3 consumers. 0 tests. Bus factor: 0 (author left).      ║
║     If this breaks, nobody knows how to fix it.              ║
║                                                              ║
║  ⛈️ SEVERE THUNDERSTORM: src/payments/                       ║
║     Bug density spiking. 4 bugs in 2 weeks (was 1/month).   ║
║     Coverage dropped 8% since last sprint.                   ║
║     Forecast: More bugs incoming if not addressed.           ║
║                                                              ║
║  🌫️ FOG ADVISORY: src/utils/data-transformer.ts              ║
║     Cyclomatic complexity: 47. No documentation.             ║
║     3 developers asked "what does this do?" this month.      ║
║     Visibility: near zero.                                   ║
║                                                              ║
╚══════════════════════════════════════════════════════════════╝

Weather Conditions Mapping

Temperature (Overall Health)

TempConditionWhat It Means
---------
80°+🔥 HotEverything's great. High coverage, clean code, happy team
70-79°☀️ WarmHealthy. Minor issues but nothing urgent
60-69°⛅ CoolSome concerns accumulating. Needs attention soon
50-59°🌧️ ColdSignificant issues. Bugs clustering, coverage falling
40-49°⛈️ FrigidSerious problems. Multiple alerts active
< 40°🥶 FrozenCrisis. Production issues, major technical debt

Sky Conditions (Code Quality)

ConditionIconMeaning
---------
Clear☀️Tests passing, linter clean, no open bugs
Partly CloudyMinor warnings, flaky tests, small TODO count
Cloudy☁️Multiple warnings, growing TODO list, stale branches
Rainy🌧️Failing tests, open bugs, declining coverage
Stormy⛈️Critical bugs, security vulnerabilities, CI broken
Foggy🌫️Poor documentation, confusing naming, low readability
Snowy❄️Frozen development, no commits in weeks, stalled PRs

Wind (Change Velocity)

SpeedMeaning
------
CalmStable. Few changes happening.
Light breezeNormal development pace. Healthy churn.
Moderate windActive development. Lots of changes flowing.
Strong windRapid changes. Sprint deadline approaching.
GaleChaotic. Too many changes, too fast. Review quality dropping.
HurricaneEmergency. Production firefighting. All hands on deck.

Pressure (Complexity Trend)

PressureMeaning
------
RisingComplexity decreasing. Refactoring happening. Getting healthier.
StableComplexity steady. Normal development.
FallingComplexity increasing. Features adding weight. Watch for storms.
PlummetingComplexity spiking. Deadline pressure. Technical debt accumulating fast.

Visibility (Readability)

VisibilityMeaning
------
Clear (10+ miles)Well-documented, well-named, obvious structure
Good (5-10 miles)Mostly readable, some areas need docs
Fair (1-5 miles)Several confusing areas, naming inconsistencies
Poor (< 1 mile)Significant areas where only the author understands the code
Zero"What does this function do?" "Nobody knows."

The Forecast Algorithm

CURRENT CONDITIONS:
├── Temperature = weighted average of:
│   ├── Test pass rate (25%)
│   ├── Code coverage (20%)
│   ├── Open bug count (20%)
│   ├── Dependency health (15%)
│   └── Recent commit quality (20%)
│
├── Sky = worst-performing quality metric
├── Wind = commit velocity (commits/day, PR throughput)
├── Pressure = complexity delta (this week vs. last week)
└── Visibility = documentation coverage + naming quality score

FORECAST:
├── Based on trends over last 7/14/30 days
├── Known events (sprint deadlines, releases) = expected storms
├── Seasonal patterns (Friday deploys = higher wind)
└── Historical patterns (this module storms every Q4)

Special Weather Events

🌪️ TORNADO: A critical system with zero tests and zero documentation.
             Could destroy everything if it breaks. No warning.

🌊 TSUNAMI: A breaking change in a dependency that affects 50%+ of codebase.
             Long-period wave — you won't feel it until it hits.

🌋 VOLCANO: A major rewrite erupting. Lava (new code) flowing in all
             directions. Existing terrain being reshaped.

🏜️ DROUGHT: No commits in 2+ weeks. Development has stopped.
             The codebase is drying out.

🌈 RAINBOW: A major refactor just landed. Coverage went up. Bugs went down.
             The storm is over and everything is cleaner.

❄️ ICE AGE:  The project has been frozen. No development, no maintenance,
             no hope. Consider archiving.

When to Invoke

  • Every morning. Check the weather before you code. 30-second habit.
  • Before sprint planning (know the atmospheric conditions before committing to work)
  • During standup (share the weather with the team instead of boring metrics)
  • Before a production deploy (is the forecast clear or stormy?)
  • Weekly for trend analysis (is the climate getting warmer or colder?)

Why It Matters

Developers look at dashboards and think "numbers." They look at weather and think "should I bring an umbrella?" Code Weather translates abstract metrics into intuitive conditions your brain processes instantly.

You don't need to understand cyclomatic complexity trends to know that "thunderstorms in the payments module" means stay alert.

Zero external dependencies. Zero API calls. Pure codebase climate science.

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-03-30 14:51 安全 安全

安全检测

腾讯云安全 (Keen)

安全,无风险
查看报告

腾讯云安全 (Sanbu)

安全,无风险
查看报告

🔗 相关推荐

developer-tools

Smart Memory

jcools1977
零成本持久记忆功能,让您的机器人随时间推移变得更智能。自动提取、存储并检索关键事实、偏好和决策。
★ 0 📥 747
ai-intelligence

ontology

oswalpalash
类型化知识图谱,用于结构化智能体记忆与可组合技能。支持创建/查询实体(人员、项目、任务、事件、文档)及关联...
★ 712 📥 243,841
ai-intelligence

Self-Improving + Proactive Agent

ivangdavila
自我反思+自我批评+自我学习+自组织记忆。智能体评估自身工作、发现错误并持续改进。
★ 1,358 📥 318,384