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Independent project, not affiliated with Anthropic
ganyuanran avatar

Brainstorming

ganyuanran/aegis
492 starsMIT
Summary

This is the skill you reach for before writing any code on non-trivial work. It enforces a hard gate: if you're building a new feature, changing architecture, or tackling anything medium-to-high complexity, you stop and design first. The workflow walks you through project context, asks clarifying questions one at a time, proposes multiple approaches with trade-offs, and builds up working artifacts like TaskIntentDraft and BaselineUsageDraft. It includes complexity budget checks and multiple review lenses to catch product risk and architecture drift before they become code. Once you've got approval on the design, it hands off to writing-plans. The discipline here is refusing to scaffold or implement until the spec is actually ready.

Install to Claude Code

npx -y skills add ganyuanran/aegis --skill brainstorming --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
Documentation
First SeenJun 11, 2026
View on GitHub

More from ganyuanran/aegis

All 22 skills →
  • Communicating Concisely
  • Dispatching Parallel Agents
  • Establishing Project Context
  • Executing Plans
  • Finishing A Development Branch
  • First Principles Review
  • Goal Framing
  • Long Task Continuation
  • Receiving Code Review
  • Recording Architecture Decisions
  • Requesting Code Review
  • Subagent Driven Development
  • Systematic Debugging
  • Test Driven Development
  • Update Aegis
  • Using Aegis
  • Using Git Worktrees
  • Verification Before Completion
  • Writing Plans
  • Writing Skills
  • Anti Entropy Governance

Recommended

More Documentation →
ganyuanran avatar
recording-architecture-decisions

ganyuanran/aegis

This one helps you write architecture decision records without leaving your baseline documentation stale.
492
github avatar
github-actions-hardening

github/awesome-copilot

Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and general code linters miss — untrusted-input script injection, privileged triggers running fork code, mutable action references, and over-scoped tokens. Use this skill when asked to review, audit, harden, or secure a GitHub Actions workflow, when writing a new workflow, or for any request like "is this workflow safe?", "review my CI for security issues", "why is pull_request_target dangerous here?", "pin my actions", or "lock down GITHUB_TOKEN permissions". Covers script injection via ${{ }} interpolation, pull_request_target / workflow_run privilege escalation, SHA-pinning of third-party actions, least-privilege permissions, GITHUB_ENV/GITHUB_OUTPUT injection, secret exposure, OIDC over long-lived credentials, and self-hosted runner exposure on public repositories.
37.4k
golbin avatar
review-implementation

golbin/agent-skills

Review implementation against provided markdown requirements, specs, PRDs, or phase docs; optionally apply focused fixes. Use when a user supplies .md file paths and asks to verify correctness/completeness, check PRD phase completion, find missing or overbuilt work, assess critical issues, refactor long files/functions, or update code to match the docs.
203
heshengtao avatar
skill-creator

heshengtao/super-agent-party

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
2.4k
hoangnguyen0403 avatar
dev-fix

hoangnguyen0403/agent-skills-standard

Unified developer workflow for fixing bugs. Analyzes issue-tracker context, cross-checks docs/code, proposes a solution, implements the fix, verifies locally, and delivers a PR/MR.
504
hoangsonww avatar
release-guard

hoangsonww/claude-code-agent-monitor

Run release-readiness checks for this repository. Use when validating docs, scripts, verification coverage, and operational safety before merge or release.
455