discover-codebase-enhancements
Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer, end-user, and agent jobs-to-be-done.
npx skills add majiayu000/claude-skill-registry --skill discover-codebase-enhancements-kasperjunge-agent-resources-2 --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.
# Discover Codebase Enhancements ## Overview Spend significant time crawling and analyzing the codebase to surface high-impact improvements. Center findings on the jobs-to-be-done of the codebase, developers, end users, and AI agents working in the repo. ## Inputs (ask if missing, max 5) - Target area or scope (whole repo or specific modules) - Primary user jobs-to-be-done and business goals - Known pain points or incidents - Constraints (time, risk tolerance, release window) - Evidence sources allowed (tests, metrics, logs) ## Jobs-to-Be-Done Lens - **Codebase**: reliability, simplicity, maintainability - **Developers**: speed, clarity, safe changes - **End users**: correctness, performance, usability - **AI agents**: discoverability, consistency, explicit patterns ## Workflow 1. **Deep crawl** - Read architecture docs, READMEs, key modules, and tests. - Search for hotspots (TODO/FIXME, large files, duplication, complex flows). 2. **Evidence gathering** - Note error-prone areas, missing tests, performance risks, and coupling. - Capture references to files/functions and concrete symptoms. 3. **Opportunity synthesis** - Group findings by theme: correctness, performance, DX, architec
- Overview
- Inputs (ask if missing, max 5)
- Jobs-to-Be-Done Lens
- Workflow
- Output Format
- Quick Reference
- Common Mistakes
What does the discover-codebase-enhancements skill do?
Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer, end-user, and agent jobs-to-be-done.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill discover-codebase-enhancements-kasperjunge-agent-resources-2 --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.