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gitnexus-debugging

Investigate errors and unexpected behavior by finding related code, following function calls, and checking source files. GitNexus helps trace execution paths, while the diagnosis identifies the repository and reports how current its code index is.

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Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?", "Where does this error come from?", "Trace this bug"

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适用场景

  • Finding where an error originates
  • Investigating an endpoint that returns 500
  • Tracing calls between two functions
  • Investigating a regression after code changes

包含的文件(1)

  • SKILL.md5.3 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Debugging with GitNexus

When to Use

  • "Why is this function failing?"
  • "Trace where this error comes from"
  • "Who calls this method?"
  • "This endpoint returns 500"
  • Investigating bugs, errors, or unexpected behavior

Bind the repository first

A root cause traced in the wrong repository is a wrong root cause.

Call list_repos {} before the first tool call. 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. This matters most for cypher, whose statement carries no in-band hint of which database it ran against.

list_repos is paginated, so page with offset: pagination.nextOffset until hasMore is false before concluding a repository is absent.

A stale index describes the code from before your bug, so refresh before trusting a trace, and state the repository and index freshness with the diagnosis.

Workflow

0. list_repos {}                                          → Bind repo
1. query({search_query: "<error or symptom>"})            → Find related execution flows
2. context({name: "<suspect>"})                    → See callers/callees/processes
3. READ gitnexus://repo/{name}/process/{name}                → Trace execution flow
4. cypher({statement: "MATCH path..."})                 → Custom traces if needed

If "Index is stale" → run node .gitnexus/run.cjs analyze in terminal. Hot-tool staleness names which index answered (branch/lastCommit) and how fresh it is (status). Re-analyze only for behind or diverged — current is identity, unknown is unmeasurable.

Checklist

- [ ] list_repos {} — bind repo; explicit repo when >1 indexed, ask if ambiguous
- [ ] Understand the symptom (error message, unexpected behavior)
- [ ] query for error text or related code
- [ ] Identify the suspect function from returned processes
- [ ] context to see callers and callees
- [ ] Trace execution flow via process resource if applicable
- [ ] cypher for custom call chain traces if needed
- [ ] Read source files to confirm root cause
- [ ] State the repository and index freshness with the diagnosis

Debugging Patterns

SymptomGitNexus Approach
Error messagequery for error text → context on throw sites
Wrong return valuecontext on the function → trace callees for data flow
Intermittent failurecontext → look for external calls, async deps
Performance issuecontext → find symbols with many callers (hot paths)
Recent regressiondetect_changes to see what your changes affect — pass worktree for a linked worktree
"How does A reach B?"trace between the two symbols — shortest call chain in one call

Tools

query — find code related to error:

query({search_query: "payment validation error", repo: "my-app"})
→ Processes: CheckoutFlow, ErrorHandling
→ Symbols: validatePayment, handlePaymentError, PaymentException

context — full context for a suspect:

context({name: "validatePayment", repo: "my-app"})
→ Incoming calls: processCheckout, webhookHandler
→ Outgoing calls: verifyCard, fetchRates (external API!)
→ Processes: CheckoutFlow (step 3/7)

cypher — custom call chain traces. Pass repo alongside the statement; the Cypher text itself names no repository, so the result is unattributable without it:

MATCH path = (a)-[:CodeRelation {type: 'CALLS'}*1..2]->(b:Function {name: "validatePayment"})
RETURN [n IN nodes(path) | n.name] AS chain

trace — shortest call chain between two symbols ("how does A reach B?"), one call instead of chaining context hops:

trace({ from: "processCheckout", to: "fetchRates", repo: "my-app" })
→ status: ok, hopCount: 3
→ hops: processCheckout → validatePayment → verifyCard → fetchRates
→ edges: CALLS (1.0), CALLS (0.95), CALLS (1.0)

When no path exists, trace reports the furthest reachable node — exactly where the chain breaks (dynamic dispatch, reflection, or an external boundary).

Example: "Payment endpoint returns 500 intermittently"

0. list_repos {}
   → total: 2 (my-app, billing-api) — bind my-app explicitly on every call

1. query({search_query: "payment error handling", repo: "my-app"})
   → Processes: CheckoutFlow, ErrorHandling
   → Symbols: validatePayment, handlePaymentError

2. context({name: "validatePayment", repo: "my-app"})
   → Outgoing calls: verifyCard, fetchRates (external API!)

3. READ gitnexus://repo/my-app/process/CheckoutFlow
   → Step 3: validatePayment → calls fetchRates (external)

4. Root cause: fetchRates calls external API without proper timeout
   Repository: my-app  Index: current

With a single indexed repository, step 0 returns total: 1 and the repo argument drops out of every call above.

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同一仓库的技能

Build and maintain a GitNexus code index, a searchable map of code relationships. Use CLI commands to refresh or remove indexes, check their status, list indexed projects, and generate repository documentation with an LLM.

中文简介正在准备中。当前显示英语简介。

  • Create a code index for a new project
  • Refresh the index after code changes
  • Check, remove, or list existing indexes
abhigyanpatwari/GitNexus4.8万2026年10月18日 更新

Explore unfamiliar code with GitNexus to understand project structure and execution flows. Find related functions, inspect their callers and callees, and read implementation files to explain how a feature works, with repository and index freshness information.

中文简介正在准备中。当前显示英语简介。

  • Understand the structure of an unfamiliar project
  • Trace authentication or payment flows
  • Find a function's callers and callees
abhigyanpatwari/GitNexus4.8万2026年10月18日 更新

Find the right GitNexus tools and workflows for exploring code relationships. This reference explains available commands, graph queries, and resources, including how to check which branch an answer describes and whether its index is current.

中文简介正在准备中。当前显示英语简介。

  • Find a GitNexus tool for a specific task
  • Learn how to query code relationships
  • Check index freshness and branch information
abhigyanpatwari/GitNexus4.8万2026年10月18日 更新

Assess the impact of code changes with GitNexus by tracing callers, dependencies, and affected execution flows. Check existing changes and report their scope, risk, and uncertainty before editing or committing.

中文简介正在准备中。当前显示英语简介。

  • Checking the impact of changing a function
  • Finding code that depends on a target
  • Reviewing affected flows before committing
abhigyanpatwari/GitNexus4.8万2026年10月18日 更新

Coordinate a development task from planning through implementation and review. Choose whether to proceed after seeing the plan, then receive a report covering commits, verification results, review findings, and any work left unfinished.

中文简介正在准备中。当前显示英语简介。

  • Plan, implement, and review a feature
  • Review a plan before authorizing implementation
  • Start implementation from an existing plan
abhigyanpatwari/GitNexus4.8万2026年10月18日 更新

Use GitNexus to inspect which conditions control a statement and how variable values flow within a function. Understand early exits, investigate empty query results, and guide changes to the tool’s control and data dependency queries.

中文简介正在准备中。当前显示英语简介。

  • Check which conditions control a statement
  • Trace a variable within a function
  • Investigate empty pdg_query results
abhigyanpatwari/GitNexus4.8万2026年10月18日 更新

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