gitnexus-exploring
Skill310 starsChanged 6 months agoMITView on GitHub
Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: \"How does X work?\", \"What calls this function?\", \"Show me the auth flow\"
Files
Exploring Codebases with GitNexus
When to Use
- "How does authentication work?"
- "What's the project structure?"
- "Show me the main components"
- "Where is the database logic?"
- Understanding code you haven't seen before
Bind the repository first
Step 1 discovers what is indexed; every call after it must say which of those
it means. With one indexed repository, use the examples below as written. With
more than one, pass repo on every call: an omitted repo normally errors,
but under an MCP policy with a configured default it resolves to that default
silently. If you cannot tell which repository is meant, stop and ask. Report
the bound repository and index freshness alongside your explanation.
list_repos is paginated, so page with offset: pagination.nextOffset until
hasMore is false before concluding a repository is absent.
Workflow
1. list_repos {} or READ gitnexus://repos → Discover indexed repos
2. READ gitnexus://repo/{name}/context → Codebase overview, check staleness
3. query({search_query: "<what you want to understand>"}) → Find related execution flows
4. context({name: "<symbol>"}) → Deep dive on specific symbol
5. READ gitnexus://repo/{name}/process/{name} → Trace full execution flowIf step 2 says "Index is stale" → run
node .gitnexus/run.cjs analyzein terminal.
Checklist
- [ ] list_repos {} — bind repo; explicit repo when >1 indexed, ask if ambiguous
- [ ] READ gitnexus://repo/{name}/context
- [ ] query for the concept you want to understand
- [ ] Review returned processes (execution flows)
- [ ] context on key symbols for callers/callees
- [ ] READ process resource for full execution traces
- [ ] Read source files for implementation details
- [ ] State the repository and index freshness with the explanationResources
| Resource | What you get |
gitnexus://repo/{name}/context | Stats, staleness warning (~150 tokens) |
gitnexus://repo/{name}/clusters | All functional areas with cohesion scores (~300 tokens) |
gitnexus://repo/{name}/cluster/{name} | Area members with file paths (~500 tokens) |
gitnexus://repo/{name}/process/{name} | Step-by-step execution trace (~200 tokens) |
Tools
query — find execution flows related to a concept:
query({search_query: "payment processing", repo: "my-app"})
→ Processes: CheckoutFlow, RefundFlow, WebhookHandler
→ Symbols grouped by flow with file locationscontext — 360-degree view of a symbol:
context({name: "validateUser", repo: "my-app"})
→ Incoming calls: loginHandler, apiMiddleware
→ Outgoing calls: checkToken, getUserById
→ Processes: LoginFlow (step 2/5), TokenRefresh (step 1/3)repo is required once more than one repository is indexed, and may be omitted
with a single one.
Example: "How does payment processing work?"
1. list_repos {} → total: 1 (my-app) — bind it
READ gitnexus://repo/my-app/context → 918 symbols, 45 processes
2. query({search_query: "payment processing"})
→ CheckoutFlow: processPayment → validateCard → chargeStripe
→ RefundFlow: initiateRefund → calculateRefund → processRefund
3. context({name: "processPayment"})
→ Incoming: checkoutHandler, webhookHandler
→ Outgoing: validateCard, chargeStripe, saveTransaction
4. Read src/payments/processor.ts for implementation details
5. Answer, noting: Repository my-app, index currentHad step 1 returned two repositories, every call above would carry
repo: "my-app".
Other versions10 projects use a version of this.
Word for word · 4
- kunwarVivek/mcp-github-project-manager★ 104100% same
- haoxiang-xu/PuPu★ 36100% same
- pandich93/youtube-niche-finder★ 23100% same
- MarkChu-git/typesafe-mcp★ 2100% same
Edited · 6
- abhigyanpatwari/GitNexus★ 48k32% same
- doobidoo/mcp-memory-service★ 2.1k68% same
- metagit-ai/metagit-cli★ 499% same
- vasceannie/slopgate★ 191% same
- AlexHercules/skills★ 074% same
- ErrorNotFound808/claude-skills★ 087% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository20 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- dashclaw-governanceSkill
- gitnexus-cliSkill
- gitnexus-debuggingSkill
- gitnexus-exploringSkill
- gitnexus-guideSkill
- gitnexus-impact-analysisSkill
- gitnexus-refactoringSkill
- c--projects-dashclaw-route-changesSkill
- dashclaw-governanceSkill
- dashclaw-shipSkill
- dashclaw-weeklySkill
- gitnexus-cliSkill
- gitnexus-debuggingSkill
- gitnexus-guideSkill
- gitnexus-impact-analysisSkill
- gitnexus-refactoringSkill
- reproSkill
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