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security-repro

Build safe, local, defensive reproductions of ALREADY-PATCHED, publicly disclosed security vulnerabilities (CVEs, vendor advisories, AI-agent incidents) for whitepapers, control testing, and education.

Install / Use

npx skills add Leanmcp/gateway-skills --skill security-repro

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

89/100

Category

Security

Supported Platforms

Cursor

Our assessment of security-repro

security-repro scores 89/100 on our quality scale, 557th of 1,128 Security skills we index (top 50%).

Its SKILL.md is 6.7 KB long, well organised into 13 sections with 1 code example: a thorough specification that gives an agent plenty to work with.

With 2,111 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
29/30
Structure
17/20
Description
15/15
Adoption
14/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 16 days ago, so security-repro is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

security-repro compared with similar skills

All 4 of these similar skills score higher than security-repro; compare them before choosing.

SkillScoreStarsUpdatedFormat
security-repro (this skill)by Leanmcp892.1k16d agoSKILL.md
Agent-Reachby Panniantong100101.4k1d agoCLAUDE.md
headroomby headroomlabs-ai10077.7ktodayCLAUDE.md
CowAgentby zhayujie10047.5k1d agoCLAUDE.md
Scraplingby D4Vinci10089.4k1d agoMCP Server

Frequently asked questions

How do I install security-repro?
Run npx skills add Leanmcp/gateway-skills --skill security-repro. The install tabs above show the steps for each supported agent.
Which AI agents does security-repro work with?
It is written for Cursor, as a SKILL.md file. Other agents that read the same format can often use it too.
Is security-repro safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is security-repro still maintained?
The repository was last updated 16 days ago, so security-repro is actively maintained.

name: security-repro description: >- Build safe, local, defensive reproductions of ALREADY-PATCHED, publicly disclosed security vulnerabilities (CVEs, vendor advisories, AI-agent incidents) for whitepapers, control testing, and education. Use this skill whenever the user wants to reproduce, demonstrate, or write up a known vulnerability or security incident — phrases like "reproduce this CVE", "build a repro for", "demonstrate the EchoLeak/Cursor/postmark-mcp issue", "show how this exploit worked", "add a reproducibility guide", or "pull the NVD/CVE details for". It fetches advisory metadata from NVD and CVE.org, confirms the issue is fixed, and produces a vulnerable-vs-patched harness that is offline, loopback-only, and uses synthetic markers. It NEVER discovers, develops, or weaponizes new zero-days and refuses any unpatched or live-target request.

security-repro

Reproduce already-fixed, publicly disclosed vulnerabilities so a reader can see the failure mode and confirm the vendor's patch closes it. The audience is a whitepaper or an internal control test. The output is a contrast: the vulnerable behavior fires, the patched behavior refuses, and nothing real is touched.

The one hard line (read first)

This skill exists to reproduce the past, not to find the new. Everything below flows from that.

  • Only patched or withdrawn issues. If the vendor has not shipped a fix (or pulled the artifact), stop. Do not proceed on an open/unpatched issue, even a disclosed one.
  • Use the last known-vulnerable public version that is already on the internet — the release before the fix. You are demonstrating something that already exists publicly, not creating it.
  • Never develop new exploitation. No fuzzing for new bugs, no chaining, no variant discovery, no bypassing an unfixed control. If reproducing the disclosed mechanism faithfully would require inventing an undisclosed step (e.g. an escape whose mechanism was never published), leave that step out of scope and say so in writing.
  • Offline, loopback, synthetic. No third-party host, no real credential, no real target, no real recipient, no persistence, no exfiltration. A successful reproduction means a local marker or a policy decision is observed, not that code ran on someone's machine or data left the lab.

If a request pushes past this line — reproduce an unpatched bug, target real infrastructure, weaponize a payload, evade detection — decline that part in one sentence, explain why (it would be new zero-day / offensive work), and offer the safe version instead. This protects the user legally; it is the whole point.

Workflow

1. Establish that the issue is public AND patched

Before writing any code, pin down three facts and record them in the guide:

  1. Disclosure — a primary source: vendor advisory, MSRC/GitHub/GitLab advisory, or the researcher's write-up.
  2. Fix — the version or commit that patched it, or confirmation the artifact was withdrawn. This is the gate. No fix, no repro.
  3. Vulnerable version — the last public release before the fix.

Use the helper scripts to pull machine-readable metadata:

# NVD record (CVSS, references, CWE, published/modified dates)
python3 scripts/fetch_nvd.py CVE-2025-32711

# CVE.org record (CNA description, affected versions, references)
python3 scripts/fetch_cve.py CVE-2025-32711

# Pretty one-line "is this patched?" summary across both sources
python3 scripts/check_patched.py CVE-2025-32711

These call only the public NVD and CVE.org REST APIs (read-only). They do not touch any victim system. If the CVE has no Fixed/patched reference and no withdrawal note, treat the patched status as unconfirmed and tell the user to verify against the vendor before you build anything.

2. Model the mechanism minimally, not the whole kill chain

Reduce the disclosure to the single control failure worth showing, and replace every dangerous verb with an inert marker:

| Real element | Reproduce it as | |---|---| | shell / exec / RCE | a function that writes MARKER.txt with a fixed string | | credential / secret | a decoy file like DECOY_SECRET.txt = not-a-real-secret | | exfiltration endpoint | an in-process or 127.0.0.1 loopback sink that just logs | | email recipient | recipient@example.invalid | | write outside sandbox | a path calculation that is asserted, never performed | | a real vulnerable dependency | pin the real last-vulnerable version only if a primary source confirms that exact version; otherwise model the disclosed mechanism in two local loaders (vulnerable_* / patched_*) and say so |

Cut the parts whose mechanism was never disclosed (mark them "explicitly out of scope"). Reconstructing an undisclosed step is new zero-day work — forbidden.

3. Build the vulnerable-vs-patched harness

Follow the house pattern already in Reproducibility/ in the whitepaper repo:

  • A single self-contained harness (stdlib-only Python preferred; Docker with network_mode: none when isolation must be enforced).
  • Two code paths: vulnerable (the marker fires) and patched (the same input is refused with a decision like block / review_required).
  • Deterministic output, a saved results/run.json (or transcript), and a non-zero exit if the contrast does not hold.
  • Log the gateway-relevant fields: source, data_class, outbound_channel, decision, policy_id, and a short reason.

See references/harness-pattern.md for the concrete file layout, the safety checklist, and a copyable harness skeleton.

4. Write the guide

Produce a short markdown guide next to the harness with these sections: Status and scope (name the CVE, the fix version, and what is explicitly out of scope), Lab design / Reproduction protocol, Defensive assertion (what control would have caught it), Safety limits, and Sources (primary links only). Match the tone and structure of the existing numbered guides.

5. Hand back run commands

Per this user's standing rule, do not execute reproduction harnesses yourself — write them, then give the exact command to run. State clearly what a pass looks like (which marker appears, which decision is logged).

Scripts

  • scripts/fetch_nvd.py CVE-ID — NVD 2.0 API record as JSON (CVSS, refs, CWE).
  • scripts/fetch_cve.py CVE-ID — CVE.org CVE Record (CNA data, affected versions).
  • scripts/check_patched.py CVE-ID — combines both and prints whether a fixed version / patch reference is present, so the "is it patched?" gate is fast.

All three are read-only, hit only public vulnerability databases, and take a single CVE ID argument.

References

  • references/harness-pattern.md — file layout, safety checklist, and a stdlib-only harness skeleton to copy.

Related Skills

View on GitHub
GitHub Stars2.1k
CategorySecurity
Updated16d ago
Forks2.1k

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions