Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add softspark/ai-toolkit --skill exploregit clone --depth 1 https://github.com/softspark/ai-toolkitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/softspark/ai-toolkit/explore)<a href="https://agentmods.dev/skills/softspark/ai-toolkit/explore"><img src="https://agentmods.dev/badge/skills/softspark/ai-toolkit/explore/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/softspark/ai-toolkit/explore"><img src="https://agentmods.dev/badge/skills/softspark/ai-toolkit/explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00030 | $0.01150 |
| Opus 5.5 | $0.00012 | $0.00460 |
| Sonnet 5.5 | $0.00006 | $0.00230 |
| Haiku 4.5 | $0.00003 | $0.00115 |
Grade A, and why
explore scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 138 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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
- Maps project structure
- Identifies technology stack
- Finds key files and patterns
- 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}")
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 138 lines · 30 tokens per session scan A 6d8335661ed8
explore is a skill published in the GitHub repository softspark/ai-toolkit (180 stars, last pushed yesterday), licensed Apache-2.0. It adds 30 tokens to every session and 1,150 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
cline-fix-volatile-msg
Ladder-aware Cline Anthropic caching — verify the rolling read/write ladder on the wire, then add the tools breakpoint and tune TTL. Updated for the 2026-08 AI-SDK monorepo.
continue-gemini-explicit
Continue's Gemini provider doesn't use the cachedContents API at all. Add explicit caching for sessions over the minimum token threshold.
roo-fix-volatile-msg
Ladder-aware Roo Code Anthropic caching — verify the rolling read/write ladder on the wire, then close the real gaps (Vertex 4-block budget, MiniMax path).
aider-1h-ttl
Aider uses 5min TTL by default and works around long pauses with keepalive pings. Wire up the 1h TTL beta instead.
cline-openai-cache-key
Cline OpenAI native provider sends no promptcachekey. Add a stable per-task key so cachedtokens stops being zero.
continue-enable-defaults
Continue's prompt caching is opt-in via config and off by default. Flip the default to systemAndTools.