/explore
Explores codebase structure, stack, and architecture. Triggers: explore codebase, project structure, stack overview, architecture map.
$ npx -y skills add softspark/ai-toolkit --skill explore --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/explore
Context preview
The summary Claude sees to decide when to auto-load this skill.
Explores codebase structure, stack, and architecture. Triggers: explore codebase, project structure, stack overview, architecture map.
SKILL.md
explore.SKILL.mdname: explore
description: "Explores codebase structure, stack, and architecture. Triggers: explore codebase, project structure, stack overview, architecture map."
user-invocable: true
effort: medium
argument-hint: "[path or question]"
allowed-tools: Read, Grep, Glob
Codebase Exploration
$ARGUMENTS
Explore and understand a codebase structure.
Project context
- Config files: !`find . -maxdepth 2 -type f -name "*.json" -o -name "*.toml" -o -name "*.yaml" -o -name "*.yml" 2>/dev/null | head -20`
Usage
/explore [path]
What This Command Does
1. **Maps** project structure 2. **Identifies** technology stack 3. **Finds** key files and patterns 4. **Reports** architecture overview
Output Format
## Codebase Analysis Report
### Project Type
- **Language**: [TypeScript/Python/PHP/etc.]
- **Framework**: [Next.js/FastAPI/Laravel/etc.]
- **Package Manager**: [npm/pnpm/pip/composer]
### Directory Structure
project/ ├── src/ # Source code ├── tests/ # Test files ├── config/ # Configuration └── ...
### Key Files
| File | Purpose |
|------|---------|
| `src/index.ts` | Entry point |
| `src/api/` | API routes |
### Dependencies
- **Runtime**: [list]
- **Dev**: [list]
### Patterns Detected
- [Pattern 1]
- [Pattern 2]
### Entry Points
- [Entry 1]
- [Entry 2]
Technology Detection
| Marker | Technology | |--------|------------| | `package.json` | Node.js | | `tsconfig.json` | TypeScript | | `next.config.*` | Next.js | | `nuxt.config.*` | Nuxt | | `pyproject.toml` | Python | | `composer.json` | PHP | | `pubspec.yaml` | Flutter/Dart | | `Cargo.toml` | Rust | | `go.mod` | Go |
When to Use
- Starting work on unfamiliar codebase
- Before planning major changes
- Understanding dependencies
- Finding specific code patterns
READ-ONLY
This skill ONLY reads and analyzes. It does NOT write or modify any files.
Visual Output
For an interactive HTML tree visualization of the codebase:
python3 ${CLAUDE_SKILL_DIR}/scripts/visualize.py .This generates `codebase-map.html` with collapsible directories, file sizes, and type-colored indicators.
KB Integration
smart_query("codebase analysis: {technology}")
hybrid_search_kb("project structure {framework}")Rules
- **MUST** use `Glob` and `Grep` before `Read` — scan for shape before opening files
- **MUST** deliver a map of the codebase (entry points, layers, module boundaries), not a file listing — a tree without interpretation is noise
- **NEVER** read every file sequentially; target reads via grep patterns and filename globs
- **NEVER** modify any file — this is a read-only skill
- **CRITICAL**: when the repo contains generated code (`node_modules`, `vendor/`, `dist/`, `build/`), exclude it from scans or the signal drowns in generated noise
- **MANDATORY**: summarize the stack once at the top (language, framework, package manager, test runner) before diving into structure
Gotchas
- `find .` and `ls -R` ignore `.gitignore` by default and include `node_modules`, `vendor/`, `.venv/`, `target/`. Use `git ls-files` or `fd` / `rg` for a git-aware listing, or explicitly prune.
- `package.json` says `"type": "module"` → ESM; absence → CommonJS. Mixing them without noticing produces "Cannot use import statement outside a module" errors later; call out the setting in the report.
- Frameworks with file-based routing (Next.js, Nuxt, SvelteKit) treat the `app/` or `pages/` tree as the router. A directory listing alone does not reveal routes — the framework convention does. Name the framework first, then the routes.
- `pyproject.toml` can declare multiple project layouts (src/, flat, namespace packages). "Where is the main code" is not obvious without reading `[tool.setuptools.packages]` or `[tool.poetry.packages]`.
- Large monorepos use workspaces (`pnpm-workspace.yaml`, `nx.json`, `turbo.json`) with apps and packages. Treating the root as the project conceals the actual component boundaries — surface the workspace topology first.
When NOT to Use
- To explain a specific module's design — use `/explain`
- To find a specific identifier or symbol — use `Grep` directly or `/research-mastery`
- To audit architecture for deepening candidates — use `/architecture-audit`
- To scaffold a new project — use `/app-builder`
- When the user already knows the codebase — skip the overview and jump to the concrete task
Read more
name: explore description: "Explores codebase structure, stack, and architecture. Triggers: explore codebase, project structure, stack overview, architecture map." user-invocable: true effort: medium argument-hint: "[path or question]" allowed-tools: Read, Grep, Glob
Codebase Exploration
$ARGUMENTS
Explore and understand a codebase structure.
Project context
- Config files: !`find . -maxdepth 2 -type f -name "*.json" -o -name "*.toml" -o -name "*.yaml" -o -name "*.yml" 2>/dev/null | head -20`
Usage
/explore [path]
What This Command Does
1. **Maps** project structure 2. **Identifies** technology stack 3. **Finds** key files and patterns 4. **Reports** architecture overview
Output Format
## Codebase Analysis Report ### Project Type - **Language**: [TypeScript/Python/PHP/etc.] - **Framework**: [Next.js/FastAPI/Laravel/etc.] - **Package Manager**: [npm/pnpm/pip/composer] ### Directory Structure
project/ ├── src/ # Source code ├── tests/ # Test files ├── config/ # Configuration └── ...
### Key Files | File | Purpose | |------|---------| | `src/index.ts` | Entry point | | `src/api/` | API routes | ### Dependencies - **Runtime**: [list] - **Dev**: [list] ### Patterns Detected - [Pattern 1] - [Pattern 2] ### Entry Points - [Entry 1] - [Entry 2]
Technology Detection
| Marker | Technology | |--------|------------| | `package.json` | Node.js | | `tsconfig.json` | TypeScript | | `next.config.*` | Next.js | | `nuxt.config.*` | Nuxt | | `pyproject.toml` | Python | | `composer.json` | PHP | | `pubspec.yaml` | Flutter/Dart | | `Cargo.toml` | Rust | | `go.mod` | Go |
When to Use
- Starting work on unfamiliar codebase
- Before planning major changes
- Understanding dependencies
- Finding specific code patterns
READ-ONLY
This skill ONLY reads and analyzes. It does NOT write or modify any files.
Visual Output
For an interactive HTML tree visualization of the codebase:
python3 ${CLAUDE_SKILL_DIR}/scripts/visualize.py .This generates `codebase-map.html` with collapsible directories, file sizes, and type-colored indicators.
KB Integration
smart_query("codebase analysis: {technology}")
hybrid_search_kb("project structure {framework}")Rules
- **MUST** use `Glob` and `Grep` before `Read` — scan for shape before opening files
- **MUST** deliver a map of the codebase (entry points, layers, module boundaries), not a file listing — a tree without interpretation is noise
- **NEVER** read every file sequentially; target reads via grep patterns and filename globs
- **NEVER** modify any file — this is a read-only skill
- **CRITICAL**: when the repo contains generated code (`node_modules`, `vendor/`, `dist/`, `build/`), exclude it from scans or the signal drowns in generated noise
- **MANDATORY**: summarize the stack once at the top (language, framework, package manager, test runner) before diving into structure
Gotchas
- `find .` and `ls -R` ignore `.gitignore` by default and include `node_modules`, `vendor/`, `.venv/`, `target/`. Use `git ls-files` or `fd` / `rg` for a git-aware listing, or explicitly prune.
- `package.json` says `"type": "module"` → ESM; absence → CommonJS. Mixing them without noticing produces "Cannot use import statement outside a module" errors later; call out the setting in the report.
- Frameworks with file-based routing (Next.js, Nuxt, SvelteKit) treat the `app/` or `pages/` tree as the router. A directory listing alone does not reveal routes — the framework convention does. Name the framework first, then the routes.
- `pyproject.toml` can declare multiple project layouts (src/, flat, namespace packages). "Where is the main code" is not obvious without reading `[tool.setuptools.packages]` or `[tool.poetry.packages]`.
- Large monorepos use workspaces (`pnpm-workspace.yaml`, `nx.json`, `turbo.json`) with apps and packages. Treating the root as the project conceals the actual component boundaries — surface the workspace topology first.
When NOT to Use
- To explain a specific module's design — use `/explain`
- To find a specific identifier or symbol — use `Grep` directly or `/research-mastery`
- To audit architecture for deepening candidates — use `/architecture-audit`
- To scaffold a new project — use `/app-builder`
- When the user already knows the codebase — skip the overview and jump to the concrete task
Professional-grade AI coding toolkit with multi-platform support. Machine-enforced safety, 109 skills, 44 agents, expanded lifecycle hooks, persona presets, experimental opt-in plugin packs, and benchmark tooling — works with Claude Code, Claude Chat/Cowork,
Repo: softspark/ai-toolkit
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