ctf-similar-search SKILL.md skillA

ctf-similar-search from ljagiello/ctf-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ljagiello/ctf-skills/ctf-similar-search@git:20261019.9eeabd6

Pins git:20261019.9eeabd6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ljagiello/ctf-skills
Path
ctf-similar-search/SKILL.md
Versions recorded
1
Latest version
git:20261019.9eeabd6, committed Oct 19, 2026
Size
6,430 bytes
Repository stars
3,513
License
MIT

Searches for similar CTF challenge writeups using Tavily API for search and content extraction. Use when the user requests finding related challenges, when solve-challenge has failed multiple times and needs reference solutions, or when first identifying a challenge type and seeking examples.

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

# CTF Similar Challenge Search

Search for similar CTF challenge writeups using Tavily API.

## Prerequisites

```bash
pip install requests tavily
```

Set your Tavily API key (from https://tavily.com) before running:

```bash
export TAVILY_API_KEY='tvly-...'
```

## API Overview

This skill provides two interfaces:

| Interface | Purpose | Command |
|-----------|---------|---------|
| **Tavily Search** | Search for writeups and articles | `./search.sh search <keyword>` |
| **Tavily Extract** | Extract content from URLs | `./search.sh extract <url1> [url2] ...` |

## Search Workflow

### Step 1: Search with Keywords

Choose keywords based on available information:

#### Scenario 1: Known Competition + Challenge Name
```bash
# Format: [Competition Name] [Challenge Name] — max 3 words
./search.sh search "DASCTF URL Storage"
./search.sh search "HGAME baby web"
./search.sh search "BUUCTF pwn1"
```

#### Scenario 2: Challenge Name Only (no competition info)
```bash
# Use challenge name directly — max 3 words
./search.sh search "URL Storage"
./search.sh search "baby overflow"
./search.sh search "crypto-rsa"
```

#### Scenario 3: Unique Identifiers (code snippets, strings)
```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ljagiello/ctf-skills/ctf-similar-search@sha256:408c4d219becc110

The line at the top of this page pins the label git:20261019.9eeabd6, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pamaumr6ch4kme5s.svg)](https://markdownregistry.com/a/art_pamaumr6ch4kme5s)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 19, 2026.

versioncommittedcommitsizeaudit
git:20261019.9eeabd6 latest2026-10-19 9eeabd6 6,430 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6430 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

GitHub

ljagiello/ctf-skills · 3,513 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pamaumr6ch4kme5s
GET https://markdownregistry.com/api/v1/resolve?ref=ljagiello/ctf-skills/ctf-similar-search
GET https://markdownregistry.com/api/v1/blob/408c4d219becc1106a5599892783ab487f58cfe36a4eed9d776041bb7a23b3e9

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.

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Every file in ljagiello/ctf-skills

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