solve-challenge
ljagiello/ctf-skills
Triage and route CTF challenges to specialized category skills via first-pass recon.
What is solve-challenge?
Dispatcher skill for CTF challenges that performs initial reconnaissance, identifies the dominant category (web, pwn, crypto, forensics, reverse, etc.), and routes you to the appropriate specialized ctf-* skill. Use this when you have a challenge bundle, remote service, or vague description and need to determine where to start.
- Explores challenge files and performs binary triage (strings, file type, binwalk, checksec)
- Fetches and analyzes remote URLs and services to understand challenge context
- Categorizes challenges by file type, keywords, and service behavior
- Routes to specialized skills: ctf-web, ctf-pwn, ctf-crypto, ctf-forensics, ctf-reverse, ctf-osint, ctf-malware, ctf-ai-ml, ctf-misc
- Detects CTFd platforms and enables API-driven navigation with user-provided tokens
- Guides pivoting strategies when initial categorization doesn't yield results
How to install solve-challenge
npx skills add https://github.com/ljagiello/ctf-skills --skill solve-challenge- Filesystem-based agent (Claude Code or Cursor) with bash, Python 3, and internet access
- Other ctf-* skills installed on-demand as categories are identified
- Optional: CTFd API token (user-generated from CTFd Settings > Access Tokens) for platform-driven challenges
How to use solve-challenge
- 1.List and examine all challenge files using `file *` and `strings` on binaries
- 2.Fetch any provided URLs and connect to remote services (e.g., `nc`) to understand expected input/output
- 3.Categorize the challenge by matching file types, keywords, and service behavior against the category decision tree
- 4.Invoke the matching specialized skill (e.g., `/ctf-web`, `/ctf-pwn`, `/ctf-crypto`) with the challenge details
- 5.If stuck, re-examine assumptions and pivot to a different category skill; many challenges span multiple categories
Use cases
- You receive a challenge bundle with mixed file types and need to determine which category skill to invoke first
- A remote service is provided but the challenge type is unclear; connect and analyze behavior to categorize
- Challenge description is vague; use recon to identify dominant category (e.g., binary hints at pwn, keywords hint at crypto)
- Multi-category challenge requires sequential skill invocation; use this to identify the primary entry point and pivot strategy
- CTFd platform detected; use this to set up API authentication and navigate challenges programmatically
- CTF competitors solving challenges across multiple categories
- Security researchers performing initial triage on unknown binaries or services
- Teams needing a structured recon workflow before invoking specialized skills
- Agents (Claude Code, Cursor) orchestrating multi-skill CTF workflows
solve-challenge FAQ
Use solve-challenge when the category is unclear or you have a mixed challenge bundle. If the category is already obvious (e.g., 'reverse this binary'), invoke the specialized skill directly to skip recon overhead.
If the CTF runs CTFd, ask the user to generate an API token from CTFd Settings > Access Tokens, then set `CTF_URL` and `CTF_TOKEN` environment variables. The skill will then load ctfd-navigation.md for API-driven challenge navigation.
Identify the primary category and invoke that skill first. If you get stuck, pivot to a second skill for cross-cutting techniques (e.g., forensics + crypto for encrypted PCAP data, web + reverse for WASM challenges).
Run `bash scripts/install_ctf_tools.sh all` before competition for full setup, or let each category skill install only its required tools as you invoke it.
Invoke `/ctf-writeup` to generate a standardized, reproducible writeup ready for submission or team validation.
Full instructions (SKILL.md)
Source of truth, from ljagiello/ctf-skills.
name: solve-challenge description: Solves CTF challenges by performing first-pass triage, identifying the dominant category, and routing execution to the right specialized ctf-* skill. Use when the user gives you a challenge bundle, a remote service, a suspicious file, or only a vague challenge description and you must determine where to start. Do not use it when the category is already clear and a specialized skill can be invoked directly; this is the dispatcher and recon entrypoint, not the deepest reference for category-specific techniques. license: MIT compatibility: Requires filesystem-based agent (Claude Code or similar) with bash, Python 3, and internet access. Orchestrates other ctf-* skills. allowed-tools: Bash Read Write Edit Glob Grep Task WebFetch WebSearch Skill metadata: user-invocable: "true" argument-hint: "[category] [challenge-file-or-url]"
CTF Challenge Solver
You're a skilled CTF player. Your goal is to solve the challenge and find the flag.
Environment Setup
Two setup strategies depending on your workflow:
Pre-install (recommended before competitions)
Use the central installer entrypoint:
bash scripts/install_ctf_tools.sh all
Run a narrower mode when you only want one tool group:
bash scripts/install_ctf_tools.sh python
bash scripts/install_ctf_tools.sh apt
bash scripts/install_ctf_tools.sh brew
bash scripts/install_ctf_tools.sh gems
bash scripts/install_ctf_tools.sh go
bash scripts/install_ctf_tools.sh manual
The full package lists now live in scripts/install_ctf_tools.sh.
On-demand (during challenges)
Each category skill's SKILL.md has a Prerequisites section listing only the tools needed for that category. Install as you go.
Workflow
Step 0: CTFd Platform Detection
If the CTF platform URL is known, check if it runs CTFd and switch to API-driven navigation:
# Detect CTFd (look for /api/v1/ and /themes/core/)
curl -s "$CTF_URL/api/v1/" | head -5
curl -s "$CTF_URL" | grep -oE '/themes/core/'
If CTFd is detected, ask the user for their API token (generated from CTFd Settings > Access Tokens). The token is not provided by default — the user must create one in the CTFd web UI first. Once provided, set the environment variables and proceed via API:
export CTF_URL="https://ctf.example.com"
export CTF_TOKEN="ctfd_..." # Ask user for this
Invoke /ctf-misc and load its ctfd-navigation.md for the full API reference and Python client class.
Step 1: Recon
- Explore files -- List the challenge directory, run
file *on everything - Triage binaries --
strings,xxd | head,binwalk,checksecon binaries - Fetch links -- If the challenge mentions URLs, fetch them FIRST for context
- Connect -- Try remote services (
nc) to understand what they expect - Read hints -- Challenge descriptions, filenames, and comments often contain clues
Step 2: Categorize
Determine the primary category, then invoke the matching skill.
By file type:
.pcap,.pcapng,.evtx,.raw,.dd,.E01-> forensics.elf,.exe,.so,.dll, binary with no extension -> reverse or pwn (check if remote service provided -- if yes, likely pwn).py,.sage,.txtwith numbers -> crypto.apk,.wasm,.pyc-> reverse.safetensors,.pt,.pth,.bin,.onnx-> ai-ml- Web URL or source code with HTML/JS/PHP/templates -> web
- Images, audio, PDFs with no obvious content -> forensics (steganography)
By challenge description keywords:
- "buffer overflow", "ROP", "shellcode", "libc", "heap" -> pwn
- "RSA", "AES", "cipher", "encrypt", "prime", "modulus", "lattice", "LWE", "GCM" -> crypto
- "XSS", "SQL", "injection", "cookie", "JWT", "SSRF" -> web
- "disk image", "memory dump", "packet capture", "registry", "power trace", "side-channel", "spectrogram", "audio tracks", "MKV" -> forensics
- "find", "locate", "identify", "who", "where" -> osint
- "obfuscated", "packed", "C2", "malware", "beacon" -> malware
- "prompt injection", "LoRA", "adversarial", "model weights", "embedding" -> ai-ml
- "jail", "sandbox", "escape", "encoding", "signal", "game", "Nim", "commitment", "Gray code" -> misc
By service behavior:
- Port with interactive prompt, crash on long input -> pwn
- HTTP service -> web
- netcat with math/crypto puzzles -> crypto
- netcat with restricted shell or eval -> misc (jail)
Step 3: Invoke the Category Skill
Once you identify the category, invoke the matching skill to get specialized techniques:
| Category | Invoke | When to Use |
|---|---|---|
| Web | /ctf-web | XSS, SQLi, SSTI, SSRF, JWT, file uploads, prototype pollution |
| Pwn | /ctf-pwn | Buffer overflow, format string, heap, ROP, sandbox escape |
| Crypto | /ctf-crypto | RSA, AES, ECC, PRNG, ZKP, classical ciphers |
| Reverse | /ctf-reverse | Binary analysis, game clients, VMs, obfuscated code |
| Forensics | /ctf-forensics | Disk images, memory dumps, event logs, stego, network captures |
| OSINT | /ctf-osint | Social media, geolocation, DNS, public records |
| Malware | /ctf-malware | Obfuscated scripts, C2 traffic, PE/.NET analysis |
| AI/ML | /ctf-ai-ml | Model weights (.safetensors, .pt, .pth, .bin, .onnx), prompt injection, LoRA adapters, adversarial examples |
| Misc | /ctf-misc | Jails, encodings, RF/SDR, esoteric languages, constraint solving |
You can also invoke /ctf-<category> to load the full skill instructions with detailed techniques.
Step 4: Pivot When Stuck
If your first approach doesn't work:
- Re-examine assumptions -- Is this really the category you think? A "web" challenge might need crypto for JWT forgery. A "forensics" PCAP might contain a pwn exploit to replay.
- Try a different category skill -- Many challenges span multiple categories. Invoke a second skill for the cross-cutting technique.
- Look for what you missed -- Hidden files, alternate ports, response headers, comments in source, metadata in images.
- Simplify -- If an exploit is too complex, check if there's a simpler path (default creds, known CVE, logic bug).
- Check edge cases -- Off-by-one, race conditions, integer overflow, encoding mismatches.
Common multi-category patterns:
- Forensics + Crypto: encrypted data in PCAP/disk image, need crypto to decrypt
- Web + Reverse: WASM or obfuscated JS in web challenge
- Web + Crypto: JWT forgery, custom MAC/signature schemes
- Reverse + Pwn: reverse the binary first, then exploit the vulnerability
- Forensics + OSINT: recover data from dump, then trace it via public sources
- Misc + Crypto: jail escape requires building crypto primitives under constraints
- OSINT + Stego: social media posts with unicode homoglyph steganography (Cyrillic lookalikes encode bits)
- Web + Forensics: paywall bypass (curl reveals content hidden by CSS overlays)
- Misc + Crypto + Game Theory: multi-phase interactive challenges with AES decryption → HMAC commitment → combinatorial game solving (GF(256) Nim)
- Crypto + Geometry + Lattice: multi-layer challenges progressing from spatial reconstruction → subspace recovery → LWE solving → AES-GCM decryption
- Forensics + Signal Processing: power traces / side-channel analysis requiring statistical analysis of measurement data
- Forensics + Network + Encoding: timing-based encoding in PCAP (inter-packet intervals encode binary data)
Step 5: Generate Write-up
After solving the challenge, invoke /ctf-writeup to generate a standardized submission-style writeup — concise, reproducible, and ready for competition organizers or teammates to validate.
Flag Formats
Flags vary by CTF. Common formats:
flag{...},FLAG{...},CTF{...},TEAM{...}- Custom prefixes: check the challenge description or CTF rules for the format (e.g.,
ENO{...},HTB{...},picoCTF{...}) - Sometimes just a plaintext string with no wrapper
Validation rule (important):
- If you find multiple flag-like strings, treat them as candidates and validate before finalizing.
- Prefer the token tied to the intended artifact/workflow (not random metadata noise or obvious decoys).
- Do a corpus-wide uniqueness check and include the source file/path when reporting.
# Search for common flag patterns in files
grep -rniE '(flag|ctf|eno|htb|pico)\{' .
# Search in binary/memory output
strings output.bin | grep -iE '\{.*\}'
Quick Reference
# Recon
file * # Identify file types
strings binary | grep -i flag # Quick string search
xxd binary | head -20 # Hex dump header
binwalk -e firmware.bin # Extract embedded files
checksec --file=binary # Check binary protections
# Connect
nc host port # Connect to challenge
echo -e "answer1\nanswer2" | nc host port # Scripted input
curl -v http://host:port/ # HTTP recon
# Python exploit template
python3 -c "
from pwn import *
r = remote('host', port)
r.interactive()
"
Challenge
$ARGUMENTS
Related skills
More from ljagiello/ctf-skills and the wider catalog.

ctf-ai-ml
AI/ML attack techniques for CTF challenges: adversarial examples, model extraction, prompt injection, and neural network analysis.

ctf-crypto
Cryptography attack techniques for CTF challenges: RSA, AES, ECC, lattices, PRNG, and more.

ctf-forensics
Digital forensics and signal analysis techniques for CTF challenges.

ctf-malware
Malware analysis and C2 traffic techniques for CTF challenges.

code-review
Comprehensive code review for diffs with security, quality, and domain-specific analysis.

ai-paper-reproduction
End-to-end README-first reproduction of AI paper repositories with auditable outputs and conservative patch rules.