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QualityPython

Security Audit RLM

Security Audit RLM is a Quality skill for Claude Code, published by mitkox in megacode.

77 stars19 forkson mitkox/megacodeAdded 2026/07/16Repository updated 2026/02/09

View source on GitHub Download repo ZIP

Install in seconds

Install Security Audit RLM

Copy Security Audit RLM into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/mitkox/megacode ~/.claude/skills/megacode

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/mitkox/megacode.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: SKILL.md in mitkox/megacode
Installs to: ~/.claude/skills/megacode
Collection: The only skill cataloged from this repository
Category: Quality — 1897 skills

What Security Audit RLM does

Run and troubleshoot privacy-preserving, local DSPy RLM security audits for large legacy .NET codebases. Use when asked to scan repositories for vulnerabilities, tune RLM/tool limits, fix truncation/stall issues, or produce actionable markdown/json audit outputs without loading entire codebases into model context.

Security Audit RLM is cataloged under Quality on DirSkills.

Documentation

README

Excerpt

Security Audit RLM

Use this skill to operate audit.py as a tool-driven RLM workflow for large repositories.

Repository: https://github.com/mitkox/megacode

Execute

Verify prerequisites:
- deno --version
- model endpoint is reachable (default http://localhost:8000/v1)
Run a baseline audit:
- AUDIT_VERBOSE=1 python audit.py --source-root <repo-path>
Confirm outputs:
- security_audit_report.md
- security_audit_metadata.json
- security_audit_manifest.jsonl

Tune For Large Legacy Repos

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Security Audit RLM

How does Security Audit RLM compare to other Quality skills?
Security Audit RLM ranks #1836 by stars among the 1897 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Security Audit RLM against them. Open each page to compare what they document and how they install.

More Quality skills

Security Audit RLM is one of 1897 Quality skills cataloged on DirSkills, ranked #1836 by stars among them.

Browse all Quality skills →

Benchmark

Benchmark measures performance baselines, detects regressions before and after PRs, and compares stack alternatives for pages, APIs, and builds.

Benchmark Optimization Loop

Benchmark Optimization Loop turns vague performance goals into a bounded, measured optimization process. Use it when asked to make something faster, benchmark latency/throughput/cost, or choose the best implementation by repeated measured tests.

API Design Patterns

API Design Patterns provides conventions and best practices for designing consistent REST APIs. Use it when creating endpoints, reviewing contracts, handling pagination, error responses, status codes, filtering, or versioning.