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 agentmods add skills/nirholas/three.ws/repo-intelligence-guidenpx skills add nirholas/three.ws --skill repo-intelligence-guidegit clone --depth 1 https://github.com/nirholas/three.wsWrote 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/nirholas/three.ws/repo-intelligence-guide)<a href="https://agentmods.dev/skills/nirholas/three.ws/repo-intelligence-guide"><img src="https://agentmods.dev/badge/skills/nirholas/three.ws/repo-intelligence-guide.svg" alt="Measured on agentmods" 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 | $0.00056 | $0.01099 |
| Opus 5 | $0.00028 | $0.00549 |
| Sonnet 5 | $0.00011 | $0.00220 |
| Haiku 4.5 | $0.00006 | $0.00110 |
Grade A, and why
repo-intelligence-guide 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 yesterday.
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 — 144 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Lyra Intel — Repository Intelligence Guide
Lyra Intel is a deep repository analysis platform with 70+ analysis components. It handles everything from small projects to enterprise monorepos with millions of lines of code.
Analysis Categories
| Category | Components | What It Checks |
|---|---|---|
| Security | 12 | Vulnerabilities, secrets, dependencies |
| Code Quality | 10 | Complexity, duplication, patterns |
| AI Readiness | 8 | AGENTS.md, llms.txt, MCP support |
| Architecture | 8 | Structure, coupling, layering |
| Dependencies | 7 | Outdated, vulnerable, license issues |
| Documentation | 6 | README, API docs, inline comments |
| Testing | 6 | Coverage, quality, patterns |
| Performance | 5 | Build time, bundle size, hot paths |
| CI/CD | 4 | Pipeline quality, deployment |
| Community | 4 | Contributing, COC, issue templates |
Quick Start
# Install
pip install lyra-intel
# Analyze a repo
lyra-intel analyze https://github.com/nirholas/sperax
# Analyze local directory
lyra-intel analyze ./my-project
# Analyze with specific focus
lyra-intel analyze ./my-project --focus security,ai-readiness
Security Scanning
What It Detects
| Issue | Severity | Example |
|---|---|---|
| Hardcoded secrets | Critical | API keys, private keys in code |
| SQL injection | High | Unsanitized database queries |
| XSS vulnerabilities | High | Unsafe HTML rendering |
| Vulnerable deps | Variable | Known CVEs in node_modules |
| Insecure crypto | Medium | Weak hashing algorithms |
| Path traversal | High | Unsanitized file paths |
| SSRF | High | Unvalidated URLs in requests |
Example Output
Security Score: 87/100
Critical:
❌ Hardcoded API key in src/config.ts:15
❌ Private key pattern in .env.example
High:
⚠️ 3 vulnerable dependencies (npm audit)
⚠️ SQL injection in server/queries.ts:42
Medium:
ℹ️ Missing Content-Security-Policy
ℹ️ CORS allows all origins
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.
- yesterday First seen · 144 lines · 56 tokens per session scan A 31817532bb6b
repo-intelligence-guide is a skill published in the GitHub repository nirholas/three.ws (110 stars, last pushed today), licensed Apache-2.0. It adds 56 tokens to every session and 1,099 once invoked, about $0.0003 per session on Opus 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.
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