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, checksec on 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, .txt with numbers -> crypto
.apk, .wasm, .pyc -> reverse
- 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
- "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 |
| 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
$ARGUMENTS
Source: ljagiello/ctf-skills — distributed by TomeVault.
1---2name: solve-challenge3description: Solves CTF challenges by performing first-pass triage, identifying the dominant category, and routing execution to the right specialized ctf-* skill. Use when the user gives you a challenge bundle, a remote service, a suspicious file, or only a vague challenge description and you must determine where to start. Do not use it when the category is already clear and a specialized skill can be invoked directly; this is the dispatcher and recon entrypoint, not the deepest reference for category-specific techniques. Use when this capability is needed.4---56# CTF Challenge Solver78You're a skilled CTF player. Your goal is to solve the challenge and find the flag.910## Environment Setup1112Two setup strategies depending on your workflow:1314### Pre-install (recommended before competitions)1516Use the central installer entrypoint:1718```bash19bash scripts/install_ctf_tools.sh all20```2122Run a narrower mode when you only want one tool group:2324```bash25bash scripts/install_ctf_tools.sh python26bash scripts/install_ctf_tools.sh apt27bash scripts/install_ctf_tools.sh brew28bash scripts/install_ctf_tools.sh gems29bash scripts/install_ctf_tools.sh go30bash scripts/install_ctf_tools.sh manual31```3233The full package lists now live in [scripts/install_ctf_tools.sh](../scripts/install_ctf_tools.sh).3435### On-demand (during challenges)3637Each category skill's `SKILL.md` has a **Prerequisites** section listing only the tools needed for that category. Install as you go.3839## Workflow4041### Step 0: CTFd Platform Detection4243If the CTF platform URL is known, check if it runs CTFd and switch to API-driven navigation:4445```bash46# Detect CTFd (look for /api/v1/ and /themes/core/)47curl -s "$CTF_URL/api/v1/" | head -548curl -s "$CTF_URL" | grep -oE '/themes/core/'49```5051If 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:5253```bash54export CTF_URL="https://ctf.example.com"55export CTF_TOKEN="ctfd_..." # Ask user for this56```5758Invoke `/ctf-misc` and load its `ctfd-navigation.md` for the full API reference and Python client class.5960### Step 1: Recon61621. **Explore files** -- List the challenge directory, run `file *` on everything632. **Triage binaries** -- `strings`, `xxd | head`, `binwalk`, `checksec` on binaries643. **Fetch links** -- If the challenge mentions URLs, fetch them FIRST for context654. **Connect** -- Try remote services (`nc`) to understand what they expect665. **Read hints** -- Challenge descriptions, filenames, and comments often contain clues6768### Step 2: Categorize6970Determine the primary category, then invoke the matching skill.7172**By file type:**73- `.pcap`, `.pcapng`, `.evtx`, `.raw`, `.dd`, `.E01` -> forensics74- `.elf`, `.exe`, `.so`, `.dll`, binary with no extension -> reverse or pwn (check if remote service provided -- if yes, likely pwn)75- `.py`, `.sage`, `.txt` with numbers -> crypto76- `.apk`, `.wasm`, `.pyc` -> reverse77- Web URL or source code with HTML/JS/PHP/templates -> web78- Images, audio, PDFs with no obvious content -> forensics (steganography)7980**By challenge description keywords:**81- "buffer overflow", "ROP", "shellcode", "libc", "heap" -> pwn82- "RSA", "AES", "cipher", "encrypt", "prime", "modulus", "lattice", "LWE", "GCM" -> crypto83- "XSS", "SQL", "injection", "cookie", "JWT", "SSRF" -> web84- "disk image", "memory dump", "packet capture", "registry", "power trace", "side-channel", "spectrogram", "audio tracks", "MKV" -> forensics85- "find", "locate", "identify", "who", "where" -> osint86- "obfuscated", "packed", "C2", "malware", "beacon" -> malware87- "jail", "sandbox", "escape", "encoding", "signal", "game", "Nim", "commitment", "Gray code" -> misc8889**By service behavior:**90- Port with interactive prompt, crash on long input -> pwn91- HTTP service -> web92- netcat with math/crypto puzzles -> crypto93- netcat with restricted shell or eval -> misc (jail)9495### Step 3: Invoke the Category Skill9697Once you identify the category, **invoke the matching skill** to get specialized techniques:9899| Category | Invoke | When to Use |100|----------|--------|-------------|101| Web | `/ctf-web` | XSS, SQLi, SSTI, SSRF, JWT, file uploads, prototype pollution |102| Pwn | `/ctf-pwn` | Buffer overflow, format string, heap, ROP, sandbox escape |103| Crypto | `/ctf-crypto` | RSA, AES, ECC, PRNG, ZKP, classical ciphers |104| Reverse | `/ctf-reverse` | Binary analysis, game clients, VMs, obfuscated code |105| Forensics | `/ctf-forensics` | Disk images, memory dumps, event logs, stego, network captures |106| OSINT | `/ctf-osint` | Social media, geolocation, DNS, public records |107| Malware | `/ctf-malware` | Obfuscated scripts, C2 traffic, PE/.NET analysis |108| Misc | `/ctf-misc` | Jails, encodings, RF/SDR, esoteric languages, constraint solving |109110You can also invoke `/ctf-<category>` to load the full skill instructions with detailed techniques.111112### Step 4: Pivot When Stuck113114If your first approach doesn't work:1151161. **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.1172. **Try a different category skill** -- Many challenges span multiple categories. Invoke a second skill for the cross-cutting technique.1183. **Look for what you missed** -- Hidden files, alternate ports, response headers, comments in source, metadata in images.1194. **Simplify** -- If an exploit is too complex, check if there's a simpler path (default creds, known CVE, logic bug).1205. **Check edge cases** -- Off-by-one, race conditions, integer overflow, encoding mismatches.121122**Common multi-category patterns:**123- Forensics + Crypto: encrypted data in PCAP/disk image, need crypto to decrypt124- Web + Reverse: WASM or obfuscated JS in web challenge125- Web + Crypto: JWT forgery, custom MAC/signature schemes126- Reverse + Pwn: reverse the binary first, then exploit the vulnerability127- Forensics + OSINT: recover data from dump, then trace it via public sources128- Misc + Crypto: jail escape requires building crypto primitives under constraints129- OSINT + Stego: social media posts with unicode homoglyph steganography (Cyrillic lookalikes encode bits)130- Web + Forensics: paywall bypass (curl reveals content hidden by CSS overlays)131- Misc + Crypto + Game Theory: multi-phase interactive challenges with AES decryption → HMAC commitment → combinatorial game solving (GF(256) Nim)132- Crypto + Geometry + Lattice: multi-layer challenges progressing from spatial reconstruction → subspace recovery → LWE solving → AES-GCM decryption133- Forensics + Signal Processing: power traces / side-channel analysis requiring statistical analysis of measurement data134- Forensics + Network + Encoding: timing-based encoding in PCAP (inter-packet intervals encode binary data)135136### Step 5: Generate Write-up137138After solving the challenge, invoke `/ctf-writeup` to generate a standardized submission-style writeup — concise, reproducible, and ready for competition organizers or teammates to validate.139140## Flag Formats141142Flags vary by CTF. Common formats:143- `flag{...}`, `FLAG{...}`, `CTF{...}`, `TEAM{...}`144- Custom prefixes: check the challenge description or CTF rules for the format (e.g., `ENO{...}`, `HTB{...}`, `picoCTF{...}`)145- Sometimes just a plaintext string with no wrapper146147**Validation rule (important):**148- If you find multiple flag-like strings, treat them as candidates and validate before finalizing.149- Prefer the token tied to the intended artifact/workflow (not random metadata noise or obvious decoys).150- Do a corpus-wide uniqueness check and include the source file/path when reporting.151152```bash153# Search for common flag patterns in files154grep -rniE '(flag|ctf|eno|htb|pico)\{' .155# Search in binary/memory output156strings output.bin | grep -iE '\{.*\}'157```158159## Quick Reference160161```bash162# Recon163file * # Identify file types164strings binary | grep -i flag # Quick string search165xxd binary | head -20 # Hex dump header166binwalk -e firmware.bin # Extract embedded files167checksec --file=binary # Check binary protections168169# Connect170nc host port # Connect to challenge171echo -e "answer1\nanswer2" | nc host port # Scripted input172curl -v http://host:port/ # HTTP recon173174# Python exploit template175python3 -c "176from pwn import *177r = remote('host', port)178r.interactive()179"180```181182## Challenge183184$ARGUMENTS185186---187> Source: [ljagiello/ctf-skills](https://github.com/ljagiello/ctf-skills) — distributed by [TomeVault](https://tomevault.io).188<!-- tomevault:4.0:skill_md:2026-06-22 -->