Self-review of v0.4.0 surfaced three real bugs (would have produced
incorrect output to the user / LLM) plus a handful of consistency
gaps. None of these block enabling the plugin or break the smoke,
but together they erode trust in what the plugin tells the user.
Real bugs fixed
---------------
1. commands/triage.md and commands/report.md used a bash-style
`${user_config.ARTIFACT_DIR:-artifacts/re-runs}` default-fallback.
The substitute regex in src/utils/plugins/pluginOptionsStorage.ts
is a plain `\$\{user_config\.([^}]+)\}` capture -- it would have
keyed off the literal string `ARTIFACT_DIR:-artifacts/re-runs`,
missed it, and returned the unsubstituted match, leaking the
`:-default` syntax into the LLM prompt. Worse, manifest defaults
(plugin.json `userConfig.ARTIFACT_DIR.default`) are NOT auto-merged
into runtime options -- `loadPluginOptions` only reads
settings.json + secureStorage. So the only way `${user_config.X}`
resolves at all is if the user explicitly set it in the UI; for
plugin authors who want a sensible fallback, the variable form
isn't actually useful here. Switched both commands to a prose
directive ("use ARTIFACT_DIR setting if present; otherwise default
to artifacts/re-runs") that the LLM can resolve from context. This
matches how the SKILL.md files already wrote the same idea.
2. agents/reverse-engineer.md "When you do NOT have the right MCP
server available" still told the agent to point users at the
`userConfig` toggle for each MCP. Those toggles
(ENABLE_GHIDRA / ENABLE_RADARE2 / ENABLE_JADX / ENABLE_APKTOOL /
ENABLE_FRIDA) were removed in the v0.4.0 cleanup -- they never
actually controlled MCP loading, only made the userConfig dialog
look more important than it was. The fix points users at
Settings -> MCP for runtime enable/disable and at the README's
prerequisites table for install instructions, both of which are
the actual sources of truth post-cleanup.
3. agents/reverse-engineer.md description listed binwalk as a
first-class tool in the toolchain bullet. binwalk is not bundled
as an MCP -- skills/firmware-blob shells out to the binwalk CLI
directly through Bash. Dropped from the description so the LLM
doesn't hallucinate a binwalk MCP server when none exists.
Consistency gaps fixed
----------------------
4. README.md opening summary still claimed "five MCP servers ...
six skills"; reality is seven MCP servers and eleven skills since
v0.3.0/v0.4.0. The capability tables further down were correct,
only the lead paragraph was stale. Replaced with a less number-
coupled summary.
5. README install snippet hard-coded `C:\Users\70641\cc-haha\plugins`
in three places. Replaced with `(Resolve-Path .\plugins).Path` so
any contributor's checkout works without editing -- and noted
`<repo-root>` semantics in prose for non-Windows readers.
6. README References section didn't list the new GDB and LLDB MCPs
added in v0.4.0. Added entries for signal-slot/mcp-gdb and
stass/lldb-mcp.
7. Added a README section "LLDB MCP -- fallback if uvx fetch fails"
covering the upstream-packaging gap in stass/lldb-mcp (it ships
as a single .py without an installable entry point, so
`uvx --from git+...` may report `python: can't open file
'lldb_mcp.py'` on first start). The fallback recipe (clone +
absolute python3 path) is now in the README rather than something
each user has to rediscover.
8. plugin.json keywords were narrower than marketplace.json tags:
keywords had 7 entries, tags had 16. Brought keywords up to the
12 most useful for plugin discovery (firmware, embedded, debugger,
single-step, ghidra, radare2, frida, gdb, lldb).
9. skills/triage Step 3 routing table mapped "Live process /
instrumented session" directly to frida-dynamic. The agent's
Stage 3 says to read dynamic-debug-overview FIRST and let it pick
between Frida / GDB / LLDB. Updated triage to match -- now any
runtime question routes to dynamic-debug-overview, which then
picks the right lane.
10. agent description had "iOS -> r2 + optionally class-dump", but
skills/ios-analysis actually keeps Ghidra (with the iOS loader)
in scope as well. Updated agent to "r2 (preferred, via the
radare2 MCP) or Ghidra with the iOS loader" so the LLM knows
Ghidra is also a path on iOS.
Manifest version bump 0.4.0 -> 0.4.2 (two patch bumps because the
first fix pass missed the loadPluginOptions semantics; bumping again
re-materialised the cache after the corrected commands content was
written).
Verification
------------
bun run plugins/reverse-engineering/scripts/validate.ts
-> 0 fail / 0 warn (marketplace + plugin schema both clean)
bun run plugins/reverse-engineering/scripts/smoke.ts
-> 13 passed / 0 failed
version=0.4.2, commands=2, agents=1, skills=11, mcpServers=7,
skill ids match the on-disk glob
Cache materialised at
~/.claude/plugins/cache/cc-haha-builtin/reverse-engineering/0.4.2/
carries the corrected commands without the bash-style
default-fallback.
Confidence: high
Scope-risk: narrow (plugin-only patch; no source code touched, no
breaking change to existing skill names or component counts).
Tested: validate (pass), smoke (13/13 pass), cache content spot-check
of commands/report.md.
Not-tested: live `/reverse-engineering:triage` against a real sample
end-to-end; the substitution change is text-only and the runtime
loader was unaffected.
11 KiB
reverse-engineering plugin
Multi-platform reverse engineering toolkit for cc-haha — static + dynamic
- report — bundled as a single plugin install. Currently ships seven MCP servers, one orchestration agent, eleven skills, and two slash commands.
What it gives you
| Surface | Item |
|---|---|
| Agent | reverse-engineer — orchestrates triage → static → optional dynamic → report |
| Skills | triage, pe-elf-macho, firmware-blob, apk-analysis, ios-analysis, dynamic-debug-overview, frida-dynamic, gdb-debug, lldb-debug, crackme-keygen, re-report |
| Commands | /reverse-engineering:triage <path>, /reverse-engineering:report <sample-id> |
| MCP servers | ghidra (pyghidra-mcp), radare2 (radareorg/radare2-mcp), gdb (mcp-gdb), lldb (stass/lldb-mcp), jadx (zinja-coder/jadx-mcp-server), apktool (zinja-coder/apktool-mcp-server), frida (FuzzySecurity/kahlo-mcp) |
| Hooks | placeholder (add a fileCreated hook locally if you want SOC-style auto-triage) |
Dynamic capabilities (what AI can actually drive)
This is the lane that matters most for AI-driven RE. Static analysis has limited ROI when reading optimised, obfuscated, or stripped code; runtime observation turns hypotheses into facts. The plugin ships three dynamic lanes that don't overlap:
| Capability | Frida | GDB | LLDB |
|---|---|---|---|
| Read/write process memory | ✅ | ✅ | ✅ |
| Read/write GP registers | ✅ inside hook | ✅ | ✅ |
| Call stack | ✅ | ✅ | ✅ |
| Function-level hook | ✅ | ✅ via breakpoint | ✅ via breakpoint |
| Address-level hook (any instruction) | ✅ | ✅ | ✅ |
| Instruction-level trace | ✅ Stalker (cheap) | ⚠️ stepi loop (slow) | ⚠️ thread step-inst loop (slow) |
| Real single-step (instruction) | ❌ | ✅ | ✅ |
| Real software/hardware breakpoints | ⚠️ trampoline only | ✅ | ✅ |
| Watchpoint (byte granularity) | ⚠️ page only | ✅ | ✅ |
| Reverse-debug | ❌ | ✅ rr / record full | ⚠️ limited |
| Java method hook | ✅ | ❌ | ❌ |
| ObjC method hook | ✅ | ❌ | ✅ |
| Cross-arch (MIPS/PPC/68k/SH) | ⚠️ via frida-server | ✅ gdb-multiarch + qemu | ⚠️ no PPC32/68k |
| iOS device | ✅ frida-server jailbroken | ⚠️ via debugserver | ✅ via debugserver |
The agent reads dynamic-debug-overview first to pick the right lane.
For "single-step through MIPS router firmware" → GDB. For "what URL does
this Android app POST to" → Frida. For "step into ObjC method on iOS" →
LLDB.
Architecture coverage
The reverse-engineering decompilers (Ghidra, radare2) are multi-arch by
design. The pe-elf-macho and firmware-blob skills cover:
- x86 / x86-64 — Windows PE, Linux ELF, macOS Mach-O (the default case)
- ARM — ARMv4-v8, Thumb/Thumb2 interworking, AArch64. Cortex-M
(Thumb-only) flash images load via
firmware-blobusing the vector-table heuristic. - MIPS — MIPS32/64, big and little endian, MIPS16e/microMIPS. Common in routers, PSX, older PIC32, embedded Linux.
- PowerPC — PPC32/PPC64, plus VLE (e200, NXP MPC57xx automotive). Common in Wii/GameCube, Xbox 360, older Macs, network gear.
- Motorola 68k — M68000 through 68060, ColdFire. Old Macs, Atari ST, Amiga, Sega Genesis. Recognises Mac Toolbox A-line traps when applicable.
- SuperH — SH-2 (Sega Saturn) and SH-4 (Dreamcast).
- RISC-V — RV32/RV64 with C/M/A/F/D extensions.
- Smaller ISAs Ghidra/r2 also handle — AVR (Arduino), MSP430, 6502 (NES), Z80, TriCore, Hexagon, Xtensa.
The firmware-blob skill specifically handles raw blobs (no PE/ELF/Mach-O
header) — router firmware, Cortex-M flash dumps, U-Boot uImages, console
ROMs, ECU dumps — by identifying the ISA + endianness + base address before
loading into Ghidra/r2 with the right processor module.
Install
<repo-root> below is wherever you have cc-haha checked out (e.g.
C:\Users\you\cc-haha on Windows, ~/cc-haha on macOS/Linux).
From the repo root, add the marketplace by directory:
# inside cc-haha checkout, in PowerShell:
$marketplace = (Resolve-Path .\plugins).Path
# Then in the desktop UI: Settings → Plugins → Add marketplace
# → paste $marketplace, install "reverse-engineering", enable.
Or via the CLI:
./bin/claude-haha plugin marketplace add (Resolve-Path .\plugins).Path
./bin/claude-haha plugin install reverse-engineering@cc-haha-builtin
Validate the manifest at any time:
./bin/claude-haha plugin validate plugins/reverse-engineering
Quickstart — first real run
Once the plugin is enabled and at least one of the underlying tools is on
your PATH (Ghidra or radare2 covers most native cases), pick a small,
non-malicious open-source binary to drive the workflow. busybox is a
good first target — it's a single static ELF, big enough to be
interesting, small enough to finish quickly.
# 1. Get a sample
mkdir samples
curl -L -o samples/busybox 'https://busybox.net/downloads/binaries/1.31.0-defconfig-multiarch-musl/busybox-x86_64'
# 2. Triage — identifies file type, packing, picks the next skill
# (in chat) /reverse-engineering:triage samples/busybox
# 3. Static analysis happens automatically once triage routes to pe-elf-macho.
# For a non-x86 sample (firmware blob, MIPS router image, Cortex-M flash dump),
# triage routes to firmware-blob first, which identifies the ISA and base
# address before handing back to pe-elf-macho.
# 4. Final report
# (in chat) /reverse-engineering:report <sample-id>
Expected products under ${ARTIFACT_DIR}/<sample-id>/:
triage.md — file type, entropy, routing decision
static-native.md — imports, key functions decompiled, strings, decoded constants
report.md — verdict + findings table + IOCs + open questions
Confidence is honest: static-only conclusions about runtime behaviour cap
at medium. To upgrade to high you have to run frida-dynamic against a
target you've authorised.
Development workflow (changing skills / agent prompts)
The plugin loader caches each plugin under
~/.claude/plugins/cache/<marketplace>/<plugin>/<version>/ keyed on the
manifest version. That means a naive "edit SKILL.md, reload" loop will
not see your changes until the version is bumped.
Two options:
Option A — version bump (publishing flow)
# Edit plugin sources, then:
# 1. Bump "version" in plugins/reverse-engineering/.claude-plugin/plugin.json
# 2. Re-materialise:
Invoke-RestMethod -Method POST -Uri http://127.0.0.1:3456/api/plugins/update `
-ContentType 'application/json' `
-Body '{"id":"reverse-engineering@cc-haha-builtin","scope":"user"}'
Invoke-RestMethod -Method POST -Uri http://127.0.0.1:3456/api/plugins/reload `
-ContentType 'application/json' -Body '{}'
Option B — dev junction (fast iteration loop)
# Replace the cached version dir with a junction to the in-repo source.
bun run plugins/reverse-engineering/scripts/dev-link.ts
# Now editing any SKILL.md / agent / command takes effect after just:
Invoke-RestMethod -Method POST -Uri http://127.0.0.1:3456/api/plugins/reload `
-ContentType 'application/json' -Body '{}'
# When done, restore the real cache before publishing:
bun run plugins/reverse-engineering/scripts/dev-link.ts --restore
dev-link.ts is Windows-only (uses mklink /J); on macOS/Linux a manual
ln -s does the same thing.
Smoke test
End-to-end check after manifest changes — assumes server (:3456) and
vite (:1420) are running (start them as documented in
docs/desktop/10-local-mcp-testing.md):
bun run plugins/reverse-engineering/scripts/smoke.ts
The script registers the marketplace, enables the plugin, runs
/api/plugins/update + /reload, and asserts that detail returns the
right version, zero errors, and the expected component counts (counted
from the on-disk source, not hardcoded). Exits non-zero on any
mismatch.
External tool prerequisites
The plugin doesn't ship the underlying tools. You need them on your machine (installable independently — none are required all at once):
| MCP | What you need | Install |
|---|---|---|
ghidra |
Ghidra (NSA), Java 17+, uvx (from uv) |
https://ghidra-sre.org + set GHIDRA_INSTALL_DIR |
radare2 |
r2 on PATH, Node | https://rada.re |
gdb |
GDB on PATH (gdb-multiarch for cross-arch), Node |
apt install gdb gdb-multiarch / brew install gdb |
lldb |
LLDB on PATH, uvx |
macOS: built-in via Xcode CLT; Linux: apt install lldb; Windows: LLVM installer |
jadx |
Java 17+, uvx |
jadx-mcp-server pulls JADX itself |
apktool |
Java 17+, uvx, apktool jar |
https://ibotpeaches.github.io/Apktool/ |
frida |
frida-tools, frida-server on the target device, uvx |
pip install frida-tools |
You can disable individual MCP servers (e.g., turn off Frida if you only do static work) from the desktop MCP settings page (Settings → MCP) — the plugin's job is to bundle the configurations; per-server enable/disable is a runtime decision, not a manifest one.
LLDB MCP — fallback if uvx fetch fails
The default lldb server entry runs the upstream stass/lldb-mcp script
through uvx --from git+.... The upstream repo is a single-file script
without a packaged entry point, so depending on uv version the
auto-fetch may fail with python: can't open file 'lldb_mcp.py' on
first start. If that happens, clone the repo manually and point the MCP
config at the absolute path:
git clone https://github.com/stass/lldb-mcp $env:USERPROFILE\src\lldb-mcp
pip install mcp
Then edit plugins/reverse-engineering/mcp/servers.json to use:
"lldb": {
"type": "stdio",
"command": "python3",
"args": ["C:/Users/<you>/src/lldb-mcp/lldb_mcp.py"]
}
Bump the plugin version and run the dev-link script, or
/api/plugins/update, to materialise. This is upstream's packaging
limitation, not a cc-haha-specific quirk.
User-config knobs
| Key | Default | Purpose |
|---|---|---|
GHIDRA_INSTALL_DIR |
(env fallback) | Path to Ghidra install. Substituted into the ghidra MCP server's env at launch. |
ARTIFACT_DIR |
artifacts/re-runs |
Where reports and intermediates go. Resolved relative to the agent's current working directory at run time. |
Scope and rules
- Read-only on samples. No skill in this plugin will execute a sample on the host. Frida runs only on user-authorised targets (sandboxed device or VM).
- No public uploads. No VirusTotal, no malware-bazaar pushes.
- No commercial license cracking. The
crackme-keygenskill is for CTFs and self-owned binaries. - Confidence is honest. Static-only conclusions about runtime behaviour cap at medium; high requires confirmation by another channel.
References
- Ghidra MCP — https://github.com/LaurieWired/GhidraMCP and https://github.com/clearbluejar/pyghidra-mcp
- radare2 MCP — https://github.com/radareorg/radare2-mcp
- GDB MCP — https://github.com/signal-slot/mcp-gdb (npm package
mcp-gdb) - LLDB MCP — https://github.com/stass/lldb-mcp
- JADX MCP — https://github.com/zinja-coder/jadx-mcp-server
- apktool MCP — https://github.com/zinja-coder/apktool-mcp-server
- Frida (kahlo) MCP — https://github.com/FuzzySecurity/kahlo-mcp
- Multi-agent macOS malware triage prior art — https://www.sentinelone.com/labs/building-an-adversarial-consensus-engine-multi-agent-llms-for-automated-malware-analysis/
- Binary RE for Agents (eval framing) — https://arxiv.org/html/2605.10597v1
- STRIATUM-CTF (protocol-driven CTF agents) — https://arxiv.org/html/2603.22577v1