patch-to-poc-pipeline
patch-to-poc-pipeline is a Penetration testing & red team skill for AI agents, published by brucesongs in the kali-claw repository on GitHub. Skillspace rates patch-to-poc-pipeline C (72/100) and it passed the safety scan; the rating is based on static analysis only.
The end-to-end patch-diff vulnerability reproduction workflow — patch analysis (read diff, identify protective pattern, hypothesize bug class), source or binary-only code path walking (Ghidra + BinDiff), PoC generation (manual craft OR AFL++/libFuzzer harness with ASan/UBSan), CyberGym-style differential verification (vuln crashes, patched clean) as the deterministic stop condition, and YARA + Sigma detection rule authoring tested against both versions. Covers 2024-2026 CVEs (libwebp, xz-utils, runc, glibc Looney Tuner, regreSSHion, MOVEit, Jenkins, Confluence, TeamCity, OFBiz). Solidifies validation/scenarios/SCEN-008.md into a reusable knowledge base and wires in Schema 3 reproduction memory for memory-driven convergence.
- Grade
- C
- Quality
- 72 / 100
- Safety
- Passed
- GitHub stars
- 39
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 85 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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