gitnexus-exploring
abhigyanpatwari/gitnexus
Explore codebases by querying execution flows, tracing calls, and understanding architecture.
What is gitnexus-exploring?
GitNexus helps you understand how code works by indexing a repository and letting you query execution flows, trace function calls, and explore unfamiliar code. Use it when you need to understand architecture, trace execution paths, or answer "how does X work?" questions.
- Query execution flows related to a concept (e.g., "payment processing")
- Trace incoming and outgoing calls for any symbol
- View step-by-step execution traces for processes
- Get codebase overview with stats and functional area clustering
- Discover which processes involve a specific symbol
How to install gitnexus-exploring
npx skills add https://github.com/abhigyanpatwari/gitnexus --skill gitnexus-exploring- Repository must be indexed with GitNexus (run `node .gitnexus/run.cjs analyze` if index is stale)
- One or more repositories bound via `list_repos`
How to use gitnexus-exploring
- 1.Run `list_repos {}` to discover and bind indexed repositories
- 2.Read `gitnexus://repo/{name}/context` to get codebase overview and check index freshness
- 3.Use `query({search_query: "concept"})` to find related execution flows and processes
- 4.Call `context({name: "symbol"})` to see incoming/outgoing calls and involved processes
- 5.Read `gitnexus://repo/{name}/process/{name}` for full step-by-step execution traces
- 6.Review source files for implementation details and report repository name and index status
Use cases
- Understanding authentication or payment flows in an unfamiliar codebase
- Answering "what calls this function?" or "where is the database logic?"
- Exploring project structure and main components
- Tracing execution paths for debugging or documentation
- Learning how a new team's codebase is organized
- Developers onboarding to a new codebase
- Engineers debugging complex execution flows
- Technical leads documenting architecture
- Teams reviewing or auditing code
gitnexus-exploring FAQ
Run `node .gitnexus/run.cjs analyze` in the repository terminal to re-index. Check the `staleness` field in context — only re-analyze if status is `behind` or `diverged`.
Only if more than one repository is indexed. With a single indexed repo, omit `repo`. With multiple, pass `repo` on every call or ask which one is meant if ambiguous.
`query` finds execution flows related to a concept; `context` shows a 360-degree view of a specific symbol (callers, callees, and processes it participates in).
Yes. Use `query` to find the process name, then read `gitnexus://repo/{name}/process/{name}` for a step-by-step execution trace.
Start with `READ gitnexus://repo/{name}/clusters` to see all functional areas, then query concepts related to the area you want to understand.
Full instructions (SKILL.md)
Source of truth, from abhigyanpatwari/gitnexus.
name: gitnexus-exploring description: "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""
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 flow
If step 2 says "Index is stale" → run
node .gitnexus/run.cjs analyzein terminal. Hot-toolstalenessnames which index answered (branch/lastCommit) and how fresh it is (status). Re-analyze only forbehindordiverged—currentis identity,unknownis unmeasurable.
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 explanation
Resources
| 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 locations
context — 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 current
Had step 1 returned two repositories, every call above would carry
repo: "my-app".
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