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 VIethoangnguyenle/Understand-Anything-MCP --skill codebase-explaingit clone --depth 1 https://github.com/VIethoangnguyenle/Understand-Anything-MCPWrote 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/viethoangnguyenle/understand-anything-mcp/codebase-explain)<a href="https://agentmods.dev/skills/viethoangnguyenle/understand-anything-mcp/codebase-explain"><img src="https://agentmods.dev/badge/skills/viethoangnguyenle/understand-anything-mcp/codebase-explain/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/viethoangnguyenle/understand-anything-mcp/codebase-explain"><img src="https://agentmods.dev/badge/skills/viethoangnguyenle/understand-anything-mcp/codebase-explain.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00032 | $0.02722 |
| Opus 5 | $0.00016 | $0.01361 |
| Sonnet 5 | $0.00006 | $0.00544 |
| Haiku 4.5 | $0.00003 | $0.00272 |
Grade A, and why
codebase-explain scanned grade A with 1 finding 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 9d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
shell/curl để thay MCP. The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 9d ago First seen · 295 lines · 32 tokens per session scan A 2e1ba11f88b8
codebase-explain is a skill published in the GitHub repository VIethoangnguyenle/Understand-Anything-MCP (2 stars, last pushed 12d ago), with no licence file. It adds 32 tokens to every session and 2,722 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
codebase-gap-analysis
Analyze a user's codebase against a reference architecture to identify gaps and provide prioritized enhancement recommendations.
repo-map
A map of a code repository built from its syntax tree, showing symbols, structure, and dependencies. An AST is the structured representation a programming language uses to understand source code.
truecourse-fix
Fix TrueCourse violations that have suggested fixes.
truecourse-list
List TrueCourse violations found in this repository.
codebase-onboarding
Use when you land in an unfamiliar or inherited codebase and must get productive fast: a breadth-first map of entry points, request flow, module ownership, hidden side effects (cron, webhooks, workers) and churn hotspots, committed as CODEBASE-MAP.md. NOT a deep audit of one module (that is analyze) or chasing one…
coding-protocol
Risk-scaled repo execution and code-evidence protocol. Skip architecture-only work, explanation, contract-preserving prose, and status. Use for contract changes, debugging, code review, implementation plans, and Git mutation; mixed tasks: only those parts.