vuln-research SKILL.md skillA
vuln-research from lu1sdv/skillsmd is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lu1sdv/skillsmd/vuln-research@v0.41.0Pins v0.41.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lu1sdv/skillsmd
- Path
vuln-research/SKILL.md- Versions recorded
- 6
- Latest version
- v0.41.0, committed Sep 22, 2026
- First version recorded
- Apr 29, 2026
- Size
- 46,608 bytes
- Repository stars
- 2
- License
- none declared
Use when performing security-focused vulnerability research, bug bounty hunting, penetration testing, or exploit development on a specific target codebase or binary. Covers taint analysis across 30+ attack domains, sink analysis for 10+ languages, SAST/DAST integration, agent sweep, DuckDB-persisted phase pipeline, fuzzing harness, stateful fuzzing, directed symbolic execution, history-driven fuzzing, FuzzGPT, generate edge-case test programs, differential / metamorphic oracle, continuous /…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Vulnerability Research ## v2 Pipeline — Summary The skill runs a DuckDB-persisted phase pipeline (Phases L-1 → 0 → 0.5 → 0.75 → 1.3 → 1.4 → 1 → 1.5 → 1.6 → 1.7 → 2 → 3 → 4 → 5). Every artifact — sources, sinks, defenses, critical functions, slices, findings, refutations, observations, bypasses, fuzz runs, suspicious points, round ledger — lives in a single DuckDB database keyed by stable hashes; the orchestrator is the **sole writer** (single-writer rule); swarm agents emit row-shaped JSON to an in-memory queue flushed per-lane (not per-phase) so a crash loses at most one in-flight lane. DuckDB is the sole source of truth — subagents MUST NOT write files. Schema: [`db/schema.sql`](db/schema.sql); migrations: [`db/migrations/`](db/migrations/). Run `vrdb selftest` before Phase 0. Load [`references/v2/pipeline-architecture.md`](references/v2/pipeline-architecture.md) for the full v2 pipeline spec, schema gates, row-shape invariants, workspace convention, harness put/fetch contract, environment preflight, bypass doctrine, and per-phase doctrine paragraphs. ### Mandatory DEEP Lane Roster (18 lanes) | Phase | Lane name (exact `strategies.name`) | Doc | |---|---|---| …
Read the whole file at its exact version.
How to install
mdr add lu1sdv/skillsmd/vuln-research@sha256:f2a524a81437c749The line at the top of this page pins the label v0.41.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_dziybjtf5ohuo6ew)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Apr 29, 2026 and Sep 22, 2026, about one every 29 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.41.0 latest | 2026-09-22 | 64eef0d | 46,608 B | A | view · diff |
| v0.5.0 | 2026-08-21 | dc27d36 | 56,545 B | B | view · diff |
| git:20260502.da1ffe4 | 2026-05-02 | da1ffe4 | 46,843 B | B | view · diff |
| git:20260502.5cb575f | 2026-05-02 | 5cb575f | 52,889 B | B | view · diff |
| git:20260501.5af5f89 | 2026-05-01 | 5af5f89 | 50,663 B | B | view · diff |
| git:20260429.7c58be2 | 2026-04-29 | 7c58be2 | 47,444 B | B | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (46608 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
lu1sdv/skillsmd · 2 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dziybjtf5ohuo6ew GET https://markdownregistry.com/api/v1/resolve?ref=lu1sdv/skillsmd/vuln-research GET https://markdownregistry.com/api/v1/blob/f2a524a81437c74982caf1cea36ed5fd5fc9c9e2254f119a4d84e502e0e5b224
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.