anti-entropy-governanc…
Use when touching retiring old logic, collapsing duplicate owners, removing fallbacks, or schema/persistence/source-of-truth boundaries; identify opportunities…
Use when creating new skills, editing existing skills, or verifying skills work before deployment
$ npx -y skills add GanyuanRan/Aegis --skill writing-skills --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/writing-skillsContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when creating new skills, editing existing skills, or verifying skills work before deployment
name: writing-skills description: "Use when creating new skills, editing existing skills, or verifying skills work before deployment"
**Writing skills uses pressure-scenario validation, not a code TDD route.**
**Personal skills live in agent-specific directories (`~/.claude/skills` for Claude Code, `~/.agents/skills/` for Codex)**
You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes).
**Core principle:** If you didn't watch an agent fail without the skill, you don't know if the skill teaches the right thing.
**Validation requirement:** Skill changes need a baseline pressure scenario and post-change validation even when TDD mode is `off`; this does not require loading `aegis:test-driven-development`.
**Official guidance:** For Anthropic's official skill authoring best practices, see anthropic-best-practices.md. This document provides additional patterns and guidelines that complement the TDD-focused approach in this skill.
Bare filenames in this skill refer to files relative to this skill directory unless stated otherwise.
A **skill** is a reference guide for proven techniques, patterns, or tools. Skills help future Claude instances find and apply effective approaches.
**Skills are:** Reusable techniques, patterns, tools, reference guides
**Skills are NOT:** Narratives about how you solved a problem once
| Validation step | Skill Creation | |-------------|----------------| | **Test case** | Pressure scenario with subagent | | **Production code** | Skill document (SKILL.md) | | **Test fails (RED)** | Agent violates rule without skill (baseline) | | **Test passes (GREEN)** | Agent complies with skill present | | **Refactor** | Close loopholes while maintaining compliance | | **Write test first** | Run baseline scenario BEFORE writing skill | | **Watch it fail** | Document exact rationalizations agent uses | | **Minimal code** | Write skill addressing those specific violations | | **Watch it pass** | Verify agent now complies | | **Refactor cycle** | Find new rationalizations → plug → re-verify |
The entire skill creation process follows RED-GREEN-REFACTOR.
**Create when:**
**Don't create for:**
Concrete method with steps to follow (condition-based-waiting, root-cause-tracing)
Way of thinking about problems (flatten-with-flags, test-invariants)
API docs, syntax guides, tool documentation (office docs)
Repository canonical source layout:
skills/
skill-name/
SKILL.md # Main reference (required)
supporting-file.* # Only if needed**Flat namespace** - all skills in one searchable namespace
Hosts may expose installed or generated views of the same skill content through different discovery roots while preserving this repository layout as the canonical source tree.
**Separate files for:** 1. **Heavy reference** (100+ lines) - API docs, comprehensive syntax 2. **Reusable tools** - Scripts, utilities, templates
**Keep inline:**
**Frontmatter (YAML):**
workflow
that help identify the trigger
--- name: Skill-Name-With-Hyphens description: Use when [specific triggering conditions and symptoms] --- # Skill Name ## Overview What is this? Core principle in 1-2 sentences. ## When to Use [Small inline flowchart IF decision non-obvious] Bullet list with SYMPTOMS and use cases When NOT to use ## Core Pattern (for techniques/patterns) Before/after code comparison ## Quick Reference Table or bullets for scanning common operations ## Implementation Inline code for simple patterns Link to file for heavy reference or reusable tools ## Common Mistakes What goes wrong + fixes ## Real-World Impact (optional) Concrete results
**Critical for discovery:** Future Claude needs to FIND your skill
**Purpose:** Claude reads description to decide which skills to load for a given task. Make it answer: "Should I read this skill right now?"
**Format:** Start with "Use when..." to focus on triggering conditions
**CRITICAL: Description = Trigger Conditions, NOT Workflow Summary**
The description should describe triggering conditions. It may mention the user-facing capability or outcome when that helps answer "Should I read this skill right now?" Do NOT summarize the skill's process or workflow in the description.
**Why this matters:** Testing revealed that when a description summarizes the skill's workflow, Claude may follow the description instead of reading the full skill content. A description saying "code review between tasks" caused Claude to do ONE review, even
Aegis Method Pack Make your AI coding agent trustworthy: fewer reworks, safer changes, proof before "done". English · 中文 · Fast-Track Playbook · 速通秘籍 Stop babysitting your agent.
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