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
$ARGUMENTS
1---2name: solve-challenge3description: Solves CTF challenges by performing first-pass triage, identifying the dominant category, and routing execution to the right specialized ctf-* skill. Use when the user gives you a challenge bundle, a remote service, a suspicious file, or only a vague challenge description and you must determine where to start. Do not use it when the category is already clear and a specialized skill can be invoked directly; this is the dispatcher and recon entrypoint, not the deepest reference for category-specific techniques.4license: MIT5---6
7# CTF Challenge Solver
8
9You're a skilled CTF player. Your goal is to solve the challenge and find the flag.
10
11## Environment Setup
12
13Two setup strategies depending on your workflow:
14
15### Pre-install (recommended before competitions)
16
17Use the central installer entrypoint:
18
19```bash
20bash scripts/install_ctf_tools.sh all
21```
22
23Run a narrower mode when you only want one tool group:
24
25```bash
26bash scripts/install_ctf_tools.sh python
27bash scripts/install_ctf_tools.sh apt
28bash scripts/install_ctf_tools.sh brew
29bash scripts/install_ctf_tools.sh gems
30bash scripts/install_ctf_tools.sh go
31bash scripts/install_ctf_tools.sh manual
32```
33
34The full package lists now live in [scripts/install_ctf_tools.sh](../scripts/install_ctf_tools.sh).
35
36### On-demand (during challenges)
37
38Each category skill's `SKILL.md` has a **Prerequisites** section listing only the tools needed for that category. Install as you go.
39
40## Workflow
41
42### Step 0: CTFd Platform Detection
43
44If the CTF platform URL is known, check if it runs CTFd and switch to API-driven navigation:
45
46```bash
47# Detect CTFd (look for /api/v1/ and /themes/core/)
48curl -s "$CTF_URL/api/v1/" | head -5
49curl -s "$CTF_URL" | grep -oE '/themes/core/'
50```
51
52If 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:
53
54```bash
55export CTF_URL="https://ctf.example.com"
56export CTF_TOKEN="ctfd_..." # Ask user for this
57```
58
59Invoke `/ctf-misc` and load its `ctfd-navigation.md` for the full API reference and Python client class.
60
61### Step 1: Recon
62
631. **Explore files** -- List the challenge directory, run `file *` on everything
642. **Triage binaries** -- `strings`, `xxd | head`, `binwalk`, `checksec` on binaries
653. **Fetch links** -- If the challenge mentions URLs, fetch them FIRST for context
664. **Connect** -- Try remote services (`nc`) to understand what they expect
675. **Read hints** -- Challenge descriptions, filenames, and comments often contain clues
68
69### Step 2: Categorize
70
71Determine the primary category, then invoke the matching skill.
72
73**By file type:**
74- `.pcap`, `.pcapng`, `.evtx`, `.raw`, `.dd`, `.E01` -> forensics
75- `.elf`, `.exe`, `.so`, `.dll`, binary with no extension -> reverse or pwn (check if remote service provided -- if yes, likely pwn)
76- `.py`, `.sage`, `.txt` with numbers -> crypto
77- `.apk`, `.wasm`, `.pyc` -> reverse
78- Web URL or source code with HTML/JS/PHP/templates -> web
79- Images, audio, PDFs with no obvious content -> forensics (steganography)
80
81**By challenge description keywords:**
82- "buffer overflow", "ROP", "shellcode", "libc", "heap" -> pwn
83- "RSA", "AES", "cipher", "encrypt", "prime", "modulus", "lattice", "LWE", "GCM" -> crypto
84- "XSS", "SQL", "injection", "cookie", "JWT", "SSRF" -> web
85- "disk image", "memory dump", "packet capture", "registry", "power trace", "side-channel", "spectrogram", "audio tracks", "MKV" -> forensics
86- "find", "locate", "identify", "who", "where" -> osint
87- "obfuscated", "packed", "C2", "malware", "beacon" -> malware
88- "jail", "sandbox", "escape", "encoding", "signal", "game", "Nim", "commitment", "Gray code" -> misc
89
90**By service behavior:**
91- Port with interactive prompt, crash on long input -> pwn
92- HTTP service -> web
93- netcat with math/crypto puzzles -> crypto
94- netcat with restricted shell or eval -> misc (jail)
95
96### Step 3: Invoke the Category Skill
97
98Once you identify the category, **invoke the matching skill** to get specialized techniques:
99
100| Category | Invoke | When to Use |
101|----------|--------|-------------|
102| Web | `/ctf-web` | XSS, SQLi, SSTI, SSRF, JWT, file uploads, prototype pollution |
103| Pwn | `/ctf-pwn` | Buffer overflow, format string, heap, ROP, sandbox escape |
104| Crypto | `/ctf-crypto` | RSA, AES, ECC, PRNG, ZKP, classical ciphers |
105| Reverse | `/ctf-reverse` | Binary analysis, game clients, VMs, obfuscated code |
106| Forensics | `/ctf-forensics` | Disk images, memory dumps, event logs, stego, network captures |
107| OSINT | `/ctf-osint` | Social media, geolocation, DNS, public records |
108| Malware | `/ctf-malware` | Obfuscated scripts, C2 traffic, PE/.NET analysis |
109| Misc | `/ctf-misc` | Jails, encodings, RF/SDR, esoteric languages, constraint solving |
110
111You can also invoke `/ctf-<category>` to load the full skill instructions with detailed techniques.
112
113### Step 4: Pivot When Stuck
114
115If your first approach doesn't work:
116
1171. **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.
1182. **Try a different category skill** -- Many challenges span multiple categories. Invoke a second skill for the cross-cutting technique.
1193. **Look for what you missed** -- Hidden files, alternate ports, response headers, comments in source, metadata in images.
1204. **Simplify** -- If an exploit is too complex, check if there's a simpler path (default creds, known CVE, logic bug).
1215. **Check edge cases** -- Off-by-one, race conditions, integer overflow, encoding mismatches.
122
123**Common multi-category patterns:**
124- Forensics + Crypto: encrypted data in PCAP/disk image, need crypto to decrypt
125- Web + Reverse: WASM or obfuscated JS in web challenge
126- Web + Crypto: JWT forgery, custom MAC/signature schemes
127- Reverse + Pwn: reverse the binary first, then exploit the vulnerability
128- Forensics + OSINT: recover data from dump, then trace it via public sources
129- Misc + Crypto: jail escape requires building crypto primitives under constraints
130- OSINT + Stego: social media posts with unicode homoglyph steganography (Cyrillic lookalikes encode bits)
131- Web + Forensics: paywall bypass (curl reveals content hidden by CSS overlays)
132- Misc + Crypto + Game Theory: multi-phase interactive challenges with AES decryption → HMAC commitment → combinatorial game solving (GF(256) Nim)
133- Crypto + Geometry + Lattice: multi-layer challenges progressing from spatial reconstruction → subspace recovery → LWE solving → AES-GCM decryption
134- Forensics + Signal Processing: power traces / side-channel analysis requiring statistical analysis of measurement data
135- Forensics + Network + Encoding: timing-based encoding in PCAP (inter-packet intervals encode binary data)
136
137### Step 5: Generate Write-up
138
139After solving the challenge, invoke `/ctf-writeup` to generate a standardized submission-style writeup — concise, reproducible, and ready for competition organizers or teammates to validate.
140
141## Flag Formats
142
143Flags vary by CTF. Common formats:
144- `flag{...}`, `FLAG{...}`, `CTF{...}`, `TEAM{...}`
145- Custom prefixes: check the challenge description or CTF rules for the format (e.g., `ENO{...}`, `HTB{...}`, `picoCTF{...}`)
146- Sometimes just a plaintext string with no wrapper
147
148**Validation rule (important):**
149- If you find multiple flag-like strings, treat them as candidates and validate before finalizing.
150- Prefer the token tied to the intended artifact/workflow (not random metadata noise or obvious decoys).
151- Do a corpus-wide uniqueness check and include the source file/path when reporting.
152
153```bash
154# Search for common flag patterns in files
155grep -rniE '(flag|ctf|eno|htb|pico)\{' .
156# Search in binary/memory output
157strings output.bin | grep -iE '\{.*\}'
158```
159
160## Quick Reference
161
162```bash
163# Recon
164file * # Identify file types
165strings binary | grep -i flag # Quick string search
166xxd binary | head -20 # Hex dump header
167binwalk -e firmware.bin # Extract embedded files
168checksec --file=binary # Check binary protections
169
170# Connect
171nc host port # Connect to challenge
172echo -e "answer1\nanswer2" | nc host port # Scripted input
173curl -v http://host:port/ # HTTP recon
174
175# Python exploit template
176python3 -c "
177from pwn import *
178r = remote('host', port)
179r.interactive()
180"
181```
182
183## Challenge
184
185$ARGUMENTS