Fast parallel codebase scouting — searches many directories at once, returning a file map + architecture fingerprint. Use before planning or cross-dir work. NOT for deep single-file reads.
Scanned 9/6/2026
Install to Claude Code
npx -y skills add ngocsangyem/MeowKit --skill mk-scout --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: "mk-scout"
description: "Fast parallel codebase scouting — searches many directories at once, returning a file map + architecture fingerprint. Use before planning or cross-dir work. NOT for deep single-file reads."
---
# Scout
Fast, parallel codebase exploration using Explore sub-task. Divides the project into segments, searches them simultaneously, and returns a consolidated report.
## When to Use
- Starting a feature that spans multiple directories
- User asks to "find", "locate", or "search for" files
- Before planning (Phase 1) on complex tasks — understand what exists first
- Debugging session requiring file relationship understanding
- User asks about project structure or where functionality lives
## Workflow Integration
Operates in **Phase 0 (Orient)** and **Phase 1 (Plan)**.
- Orchestrator invokes scout before planner on COMPLEX tasks
- Planner may invoke scout when the technical approach needs codebase understanding
- Developer may invoke scout when implementation touches unfamiliar areas
## Quick Start
```
the scout skill authentication → find all auth-related files
the scout skill database migrations → find DB migration files
the scout skill [any search target] → parallel search across codebase
```
## Scout Process
1. **Analyze** — parse user prompt, identify search targets (keywords, file types)
2. **Determine scale** — calculate SCALE using formula in `references/scouting-strategy.md`
3. **Apply search scope** — include Tier 1 always, Tier 2 if task-relevant, exclude Tier 3 always (see `references/search-scope.md`)
4. **Divide directories** — assign each Explore agent a distinct scope (no overlap)
5. **Spawn agents** — all in a single message for parallel execution (see `references/scouting-strategy.md`)
6. **Collect results** — deduplicate, merge, note gaps/timeouts
7. **Build report** — fill structured template (see `references/report-and-handoff.md`)
8. **Execute handoff** — route to next agent per handoff protocol
## References
Load these **only when executing** the corresponding step — not upfront.
| Reference | When to load | What it contains |
| --------------------------------------------------------------- | ------------------------------- | ----------------------------------------------------------------------------------------------------------------- |
| **[search-scope.md](./references/search-scope.md)** | Step 3 — applying scope rules | Tier 1/2/3 directory lists, justification, exclusion patterns |
| **[scouting-strategy.md](./references/scouting-strategy.md)** | Steps 2, 4, 5 — spawning agents | SCALE formula, directory division rules, Explore agent prompt template, parallel execution, file reading patterns |
| **[report-and-handoff.md](./references/report-and-handoff.md)** | Steps 7, 8 — writing output | Report template with all sections, handoff protocol per phase, memory integration, context budget |
## Constraints
- **Read-only** — scout NEVER modifies files
- **Maximum 6 parallel agents** — beyond this, aggregation cost exceeds benefit
- **3-minute timeout** per agent — skip non-responders, don't retry
- **No external tool dependencies** — uses only the host runtime's built-in Explore
- **Security** — never access .env, credentials, or SSH keys during scouting
- **Tier 3 always excluded** — no exceptions regardless of task
## Gotchas
- **6-agent cap vs 3-agent rule** — `parallel-execution-rules.md` Rule 2 caps parallel agents at 3, but that rule governs write-capable agents (merge-conflict risk). Scout uses read-only Explore sub-task which don't produce conflicts, so the 6-agent ceiling here is intentional, not a rule violation.
- **sub-task returning partial results**: Context window exceeded, agent returns truncated output → Set explicit file count limits per sub-task; merge results with dedup
- **Missing hidden files in directory scan**: Default glob patterns skip dotfiles → Include dotfiles explicitly when scanning config directoriesIs this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
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