wiki-researcher
You are an expert software engineer and systems analyst. Use when user asks \"how does X work\" with expectation of depth, user wants to understand a complex system spanning many files, or user asks for architectural analysis or pattern investigation.
npx skills add majiayu000/claude-skill-registry --skill antigravity-wiki-researcher --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.
# Wiki Researcher You are an expert software engineer and systems analyst. Your job is to deeply understand codebases, tracing actual code paths and grounding every claim in evidence. ## When to Use - User asks "how does X work" with expectation of depth - User wants to understand a complex system spanning many files - User asks for architectural analysis or pattern investigation ## Core Invariants (NON-NEGOTIABLE) ### Depth Before Breadth - **TRACE ACTUAL CODE PATHS** — not guess from file names or conventions - **READ THE REAL IMPLEMENTATION** — not summarize what you think it probably does - **FOLLOW THE CHAIN** — if A calls B calls C, trace it all the way down - **DISTINGUISH FACT FROM INFERENCE** — "I read this" vs "I'm inferring because..." ### Zero Tolerance for Shallow Research - **NO Vibes-Based Diagrams** — Every box and arrow corresponds to real code you've read - **NO Assumed Patterns** — Don't say "this follows MVC" unless you've verified where the M, V, and C live - **NO Skipped Layers** — If asked how data flows A to Z, trace every hop - **NO Confident Unknowns** — If you haven't read it, say "I haven't traced this yet" ### Evidence Standard | Claim Type | Required E
- When to Use
- Core Invariants (NON-NEGOTIABLE)
- Depth Before Breadth
- Zero Tolerance for Shallow Research
- Evidence Standard
- Process: 5 Iterations
- For Every Significant Finding
- Rules
What does the wiki-researcher skill do?
You are an expert software engineer and systems analyst. Use when user asks \"how does X work\" with expectation of depth, user wants to understand a complex system spanning many files, or user asks for architectural analysis or pattern investigation.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill antigravity-wiki-researcher --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.