autoclaw-scout

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Explore unknown parts of the PANaCEa repo. Understand before editing. Output findings, relevant files, and likely next action. Use when exploring unfamiliar code, mapping dependencies, or understanding data flow.

aaronjullger-lgtm By aaronjullger-lgtm schedule Updated 5/25/2026

name: autoclaw-scout description: Explore unknown parts of the PANaCEa repo. Understand before editing. Output findings, relevant files, and likely next action. Use when exploring unfamiliar code, mapping dependencies, or understanding data flow. mode: scout

Scout Mode — PANaCEa Repository Explorer

Purpose

Understand code before touching it. Map dependencies, data flow, and patterns.

When to Use

  • Entering unfamiliar code areas
  • Tracing data flow across modules
  • Understanding component/service relationships
  • Before any implementation in unknown territory
  • After "what does X do?" questions

Workflow

  1. Identify target: file, feature, or concept to explore
  2. Read the file and its imports
  3. Trace dependencies: imports → usages → callers
  4. Check tests for expected behavior
  5. Output findings concisely

Output Format

## Scout: {target}
**Location:** {file path} ({lines} lines)
**Purpose:** {one-line summary}
**Key imports:** {critical dependencies}
**Used by:** {callers/consumers}
**Tests:** {test file, coverage notes}
**Next action:** {recommended next step}

Commands

# Find usages
rg "FunctionName\|ComponentName" --type ts

# Find imports
rg "from.*FilePath" --type ts

# Check git history
git log --oneline --follow path/to/file.ts

# Find test files
find . -name "*ComponentName*test*"

Rules

  • Read-only mode — do NOT edit code
  • Check .autoclaw/memory.md first for cached knowledge
  • Update .autoclaw/project-map.md with new discoveries
  • If pattern is unclear, note it as a question
  • Don't spend >10 tool calls exploring — report what you found and ask if deeper dive needed

Coordination

  • Triggered by: Orchestrator, any "explore X" task
  • Hands off to: Architect (for design), Debugger (if issues found), Builder (if simple/clear)
  • Dependencies: .autoclaw/project-map.md, .autoclaw/repo-patterns.md, PANaCEa CLAUDE.md

Pre-Flight

# Check cached knowledge first
cat .autoclaw/project-map.md | head -50
cat .autoclaw/memory.md

Common Pitfalls

  • Rediscovering the wheel: Check .autoclaw/ files before deep-diving code
  • Over-exploring: Cap at 10 tool calls — report and ask if more needed
  • Stale map data: Cross-check project-map.md against actual file existence
Install via CLI
npx skills add https://github.com/aaronjullger-lgtm/PANaCEa --skill autoclaw-scout
Repository Details
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