
gitnexus-debugging
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"
- Installs
- 1.7K
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/abhigyanpatwari/gitnexus --skill gitnexus-debugging- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads gitnexus-debugging automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
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.
Bind once using a confirmed registry name/path or configured MCP default. Call
list_repos {} if the target is not yet known; reuse that binding across calls. 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. Bind the repo once (list_repos only if not already known)
1. If the suspect is unknown, query for the error/symptom with small result limits
2. context({name: "<suspect>"}) → See callers/callees/processes
3. Read a process resource only if its trace resolves an open question
4. cypher({statement: "MATCH path..."}) → Custom traces if needed
If "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
- [ ] Once per session: 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
Keep investigations focused
Start with a known symbol's context, or a small query (limit: 3,
max_symbols: 3, include_content: false, chain_depth: 0) to discover one.
When the server advertises these single-repository filters, request only the
needed evidence:
context({uid: "<suspect id>", repo: "my-app", include_content: true,
response_sections: ["outgoing"], relationTypes: ["CALLS"]})
trace({from_uid: "<suspect id>", to_uid: "<failure id>", repo: "my-app"})
symbol and completeness/staleness diagnostics remain in a filtered context.
relationTypes filters the returned incoming/outgoing categories only; it does
not expand their existing bounded window or filter an explicitly requested chain.
For callback registration, include USES; for imports or inheritance, request
those relation types or omit the filter. Omitted references are not absent
references. Broaden when the hypothesis needs it, and preserve UNKNOWN/partial
warnings. Confirm source and tests before claiming a root cause. A useful 2–3
call investigation is a goal, not a reason to skip verification or pre-edit impact.
Debugging Patterns
| Symptom | GitNexus Approach |
|---|---|
| Error message | query for error text → context on throw sites |
| Wrong return value | context on the function → trace callees for data flow |
| Intermittent failure | context → look for external calls, async deps |
| Performance issue | context → find symbols with many callers (hot paths) |
| Recent regression | detect_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.
FAQ
What does the gitnexus-debugging skill do?
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"
How do I install gitnexus-debugging?
Run npx skills add https://github.com/abhigyanpatwari/gitnexus --skill gitnexus-debugging in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/gitnexus-debugging/ (personal) or .claude/skills/gitnexus-debugging/ (project).
Which AI agents can use gitnexus-debugging?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is gitnexus-debugging safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains gitnexus-debugging?
It is published by abhigyanpatwari in abhigyanpatwari/gitnexus. It has 1,736 recorded installs.
More from abhigyanpatwari/gitnexus
gitnexus-impact-analysis
abhigyanpatwari/gitnexus
Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: "Is it safe to change X?", "What depends on this?", "What will break?"
gitnexus-exploring
abhigyanpatwari/gitnexus
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"
gitnexus-refactoring
abhigyanpatwari/gitnexus
Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "Rename this function", "Extract this into a module", "Refactor this class", "Move this to a separate file"
gitnexus-cli
abhigyanpatwari/gitnexus
Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: "Index this repo", "Reanalyze the codebase", "Generate a wiki"
gitnexus-guide
abhigyanpatwari/gitnexus
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"
gitnexus-pr-review
abhigyanpatwari/gitnexus
Use when the user wants to review a pull request, understand what a PR changes, assess risk of merging, or check for missing test coverage. Examples: "Review this PR", "What does PR 42 change?", "Is this PR safe to merge?"
Popular code quality & workflow skills
grill-me
mattpocock/skills
A relentless interview to sharpen a plan or design.
improve-codebase-architecture
mattpocock/skills
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
handoff
mattpocock/skills
Compact the current conversation into a handoff document for another agent to pick up.
domain-modeling
mattpocock/skills
Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLOSSARY.md, or recording or editing an ADR.
codebase-design
mattpocock/skills
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.
diagnosing-bugs
mattpocock/skills
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.