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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"

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Gracker/SmartPerfetto
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14 de setembro de 2026 às 02:16
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SKILL.md
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name
gitnexus-debugging
description
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"
# 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 Follow project scope rules. Use only the steps needed for the current question; known paths and exact text can be read or searched directly. Reuse current context and stop when the relevant source and dependencies answer the question. If graph tools are unavailable, use scoped source and reference searches. ## Suggested workflow ``` 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 ``` > Refresh with `node .gitnexus/run.cjs analyze --index-only` only if stale coverage prevents the needed analysis; otherwise use the relevant source directly. ## Checklist ``` - [ ] 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 ``` ## 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 | | "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"}) → Processes: CheckoutFlow, ErrorHandling → Symbols: validatePayment, handlePaymentError, PaymentException ``` **context** — full context for a suspect: ``` context({name: "validatePayment"}) → Incoming calls: processCheckout, webhookHandler → Outgoing calls: verifyCard, fetchRates (external API!) → Processes: CheckoutFlow (step 3/7) ``` **cypher** — custom call chain traces: ```cypher 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" }) → 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" ``` 1. query({search_query: "payment error handling"}) → Processes: CheckoutFlow, ErrorHandling → Symbols: validatePayment, handlePaymentError 2. context({name: "validatePayment"}) → 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 ```
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