offensive-exploit-development SKILL.md skillA
offensive-exploit-development from miosa-osa/osa is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add miosa-osa/osa/offensive-exploit-development@git:20260913.e13b6b8Pins git:20260913.e13b6b8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- miosa-osa/osa
- Path
priv/skills/offensive-exploit-development/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260913.e13b6b8, committed Sep 13, 2026
- Size
- 34,979 bytes
- Repository stars
- 78
- License
- Apache-2.0
Exploit development operational guide: environment setup, debugging workflow, PoC development lifecycle, writing reliable exploits, using pwntools/pwndbg, heap exploitation techniques, and weaponization considerations. Use when actively developing exploits or setting up an exploit dev environment.
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
# SKILL: Exploit Development ## Metadata - **Skill Name**: exploit-development - **Folder**: offensive-exploit-development - **Source**: https://github.com/SnailSploit/offensive-checklist/blob/main/development.md ## Description Exploit development operational guide: environment setup, debugging workflow, PoC development lifecycle, writing reliable exploits, using pwntools/pwndbg, heap exploitation techniques, and weaponization considerations. Use when actively developing exploits or setting up an exploit dev environment. ## Trigger Phrases Use this skill when the conversation involves any of: `exploit development, pwntools, pwndbg, heap exploitation, PoC development, exploit reliability, weaponization, debugging workflow, exploit dev environment` ## Full Methodology # Exploit Development ## Exploit Development Process - Checkout [Bug Identification](/exploit/bug-identification.md) document for more information - Also check [Fuzzing](/exploit/fuzzing.md) for specific fuzzing topics - Integrate snapshot‑based fuzzing pipelines (AFL++, WinAFL, Snap‑Fuzz) and LLM‑guided input mutation to shorten time‑to‑bug. …
Read the whole file at its exact version.
How to install
mdr add miosa-osa/osa/offensive-exploit-development@sha256:1db92ad60ced4280The line at the top of this page pins the label git:20260913.e13b6b8, 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_x7orqvrxbe4pkwtr)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 13, 2026.
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 (34979 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
miosa-osa/osa · 78 stars · license Apache-2.0 · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x7orqvrxbe4pkwtr GET https://markdownregistry.com/api/v1/resolve?ref=miosa-osa/osa/offensive-exploit-development GET https://markdownregistry.com/api/v1/blob/1db92ad60ced42807bcbb3afc479c064dbfd53b6c4dc4bde70de1013d6d1c561
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.