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This entry duplicates gitnexus-debugging, which is the one we list in search.

gitnexus-debugging

Use when the user is debugging a bug, tracing an error, or asking why something fails.

Skill by 3rdAI-admin

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

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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What's inside

Skill 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"
License
MIT
Instructions
86 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# 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

## Workflow

```
1. gitnexus_query({query: "<error or symptom>"})            → Find related execution flows
2. gitnexus_context({name: "<suspect>"})                    → See callers/callees/processes
3. READ gitnexus://repo/{name}/process/{name}                → Trace execution flow
4. gitnexus_cypher({query: "MATCH path..."})                 → Custom traces if needed
```

> If "Index is stale" → run `npx gitnexus analyze` in terminal.

## Checklist

```
- [ ] Understand the symptom (error message, unexpected behavior)
- [ ] gitnexus_query for error text or related code
- [ ] Identify the suspect function from returned processes
- [ ] gitnexus_context to see callers and callees
- [ ] Trace execution flow via process resource if applicable
- [ ] gitnexus_cypher for custom call chain traces if needed
- [ ] Read source files to confirm root cause
```

## Debugging Patterns

| Symptom              | GitNexus Approach                                          |
| -------------------- | ---------------------------------------------------------- |
| Error message        | `gitnexus_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           |

## Tools

**gitnexus_query** — find code related to error:

```
gitnexus_query({query: "payment validation error"})
→ Processes: CheckoutFlow, ErrorHandling
→ Symbols: validatePayment, handlePaymentError, PaymentException
```

**gitnexus_context** — full context for a suspect:

```
gitnexus_context({name: "validatePayment"})
→ Incoming calls: processCheckout, webhookHandler
→ Outgoing calls: verifyCard, fetchRates (external API!)
→ Processes: CheckoutFlow (step 3/7)
```

**gitnexus_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
```

## Example: "Payment endpoint returns 500 intermittently"

```
1. gitnexus_query({query: "payment error handling"})
   → Processes: CheckoutFlow, ErrorHandling
   → Symbols: validatePayment, handlePaymentError

2. gitnexus_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
```

From 3rdAI-admin/th3rdai-harness, MIT.

Signals

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Forks
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Open issues
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Last commit (this folder)
May 28, 2026 (5 months ago)
Last release
Jun 19, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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gitnexus-debugging skill. Agent Mart. https://agentmart.dev/skills/3rdai-admin-gitnexus-debugging (last updated 2026-10-24)