implementation-analysis
> Note: This skill has been adapted from claude-skillz
npx skills add majiayu000/claude-skill-registry --skill implementation-analysis --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
--- name: Lightweight Implementation Analysis Protocol description: This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path with specific file:line references, (2) Creating lightweight text diagrams showing class.method() flows, (3) Verifying understanding with user. Prevents wasted effort from assumptions or guessing. Triggers when users request: bug fixes, feature implementations, refactoring, TDD cycles, debugging, code analysis. --- # GitHub Copilot Skill: implementation-analysis > **Note:** This skill has been adapted from [claude-skillz](https://github.com/NTCoding/claude-skillz) > for use with GitHub Copilot Agent Skills. --- # Lightweight Implementation Analysis Protocol Quick understanding before implementation - **just enough to guide TDD, no more**. ## When This Activates Before creating implementation plans, fix plans, or TDD cycles for bugs/features. ## The Protocol (3 Quick Steps) ### 1. Trace the Flow Answer these: - Which event/request triggers this? - Which file:line handles it? - Where does the error occur (file:line)? ### 2.
- When This Activates
- The Protocol (3 Quick Steps)
- 1. Trace the Flow
- 2. Quick Diagram
- 3. Verify
- Example
- Rules
- Anti-Pattern
What does the implementation-analysis skill do?
> Note: This skill has been adapted from claude-skillz
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill implementation-analysis --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.