binary-analysis-patterns
wshobsonMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
binary-analysis-patterns
sickn33Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...
reverse-engineer
sickn33Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.
rationalize-deps
quickwit-ossAnalyze Cargo.toml dependencies and attempt to remove unused features to reduce compile times and binary size
reverse-engineering-tools
gmh5225Guide for reverse engineering tools and techniques used in game security research. Use this skill when working with debuggers, disassemblers, memory analysis tools, binary analysis, or decompilers for game security research.
instruments-profiling
steipeteUse when profiling native macOS or iOS apps with Instruments/xctrace. Covers correct binary selection, CLI arguments, exports, and common gotchas.
rssaurus-cli
openclawUse the RSSaurus command-line client (Go binary `rssaurus`) to interact with https://rssaurus.com from the terminal: authenticate (`rssaurus auth login/whoami`), list feeds/items, print item URLs for piping, open URLs, and perform triage actions (mark read/unread, bulk mark-read, save/unsave). Use when asked to automate RSSaurus tasks from CLI, debug token/config issues, or demonstrate command usage.
pgvector-semantic-search
timescaleUse this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. **Trigger when user asks to:** - Store or search vector embeddings in PostgreSQL - Set up semantic search, similarity search, or nearest neighbor search - Create HNSW or IVFFlat indexes for vectors - Implement RAG (Retrieval Augmented Generation) with PostgreSQL - Optimize pgvector performance, recall, or memory usage - Use binary quantization for large vector datasets **Keywords:** pgvector, embeddings, semantic search, vector similarity, HNSW, IVFFlat, halfvec, cosine distance, nearest neighbor, RAG, LLM, AI search Covers: halfvec storage, HNSW index configuration (m, ef_construction, ef_search), quantization strategies, filtered search, bulk loading, and performance tuning.
PDB Database
DP-SkillsAccess the RCSB Protein Data Bank (PDB) for 3D protein and nucleic acid structures. Search by text, sequence, or structure; download coordinate files (PDB/mmCIF/BinaryCIF); and retrieve rich metadata for structural biology and drug-discovery workflows.
dynamic-instrumentation
gmh5225Expertise in LLVM-based dynamic binary instrumentation, runtime tracing, and program monitoring. Use this skill when implementing runtime analysis tools, code coverage systems, profilers, or dynamic security monitors.
binary-lifting
gmh5225Expertise in binary lifting techniques - converting machine code to LLVM IR for analysis, decompilation, and recompilation. Use this skill when working on reverse engineering, binary analysis, deobfuscation, or converting binaries to higher-level representations.
logicmso
BrownFineSecurityAnalyze digital and analog captures from Saleae Logic MSO devices. Decode protocols like UART, SPI, I2C from exported binary files. Use when analyzing logic analyzer captures for CTF challenges, hardware reverse engineering, or protocol decoding.
deep-analysis
cyberkaidaPerforms focused, depth-first investigation of specific reverse engineering questions through iterative analysis and database improvement. Answers questions like "What does this function do?", "Does this use crypto?", "What's the C2 address?", "Fix types in this function". Makes incremental improvements (renaming, retyping, commenting) to aid understanding. Returns evidence-based answers with new investigation threads. Use after binary-triage for investigating specific suspicious areas or when user asks focused questions about binary behavior.
ctf-pwn
cyberkaidaSolve CTF binary exploitation challenges by discovering and exploiting memory corruption vulnerabilities to read flags. Use for buffer overflows, format strings, heap exploits, ROP challenges, or any pwn/exploitation task.
binary-triage
cyberkaidaPerforms initial binary triage by surveying memory layout, strings, imports/exports, and functions to quickly understand what a binary does and identify suspicious behavior. Use when first examining a binary, when user asks to triage/survey/analyze a program, or wants an overview before deeper reverse engineering.
ctf-rev
cyberkaidaSolve CTF reverse engineering challenges using systematic analysis to find flags, keys, or passwords. Use for crackmes, binary bombs, key validators, obfuscated code, algorithm recovery, or any challenge requiring program comprehension to extract hidden information.
dyn-object-masks
benchflow-aiGenerate dynamic-object binary masks after global motion compensation, output CSR sparse format.
perf-benchmarker
agent-shUse when running performance benchmarks, establishing baselines, or validating regressions with sequential runs. Enforces 60s minimum runs (30s only for binary search) and no parallel benchmarks.
pkg-binary-builder
a5c-aiConfigure pkg for Node.js binary builds with asset bundling and cross-platform targets.
qubo-formulator
a5c-aiQUBO (Quadratic Unconstrained Binary Optimization) formulation skill for optimization problems
protocol-parser
a5c-aiSpecialized skill for binary and text protocol parsing and serialization. Design and validate protocol message formats, generate parser code from specifications, implement state machine parsing, and handle endianness and byte alignment.
Binary Exploitation Skill
a5c-aiAdvanced binary exploitation and mitigation bypass
serialization
a5c-aiExpert skill for binary and text serialization formats, schema design, and optimization
pyinstaller-config
a5c-aiConfigure PyInstaller for Python binary builds with spec files and bundling options.
Ghidra/IDA Reverse Engineering Skill
a5c-aiDeep integration with Ghidra and IDA Pro for binary analysis and reverse engineering
data-formats
vstorm-coWorking with diverse data formats: binary, text, structured, and custom
build-deploy
Build llm-mux binary and run locally for development/debugging
binary-re-dynamic-analysis
aiskillstoreUse when you need to run a binary, trace execution, or observe runtime behavior. Runtime analysis via QEMU emulation, GDB debugging, and Frida hooking - syscall tracing (strace), breakpoints, memory inspection, function interception. Keywords - "run binary", "execute", "debug", "trace syscalls", "set breakpoint", "qemu", "gdb", "frida", "strace", "watch memory"
binary-re-static-analysis
aiskillstoreUse when analyzing binary structure, disassembling code, or decompiling functions. Deep static analysis via radare2 (r2) and Ghidra headless - function enumeration, cross-references (xrefs), decompilation, control flow graphs. Keywords - "disassemble", "decompile", "what does this function do", "find functions", "analyze code", "r2", "ghidra", "pdg", "afl"
binary-re-tool-setup
aiskillstoreUse when reverse engineering tools are missing, not working, or need configuration. Installation guides for radare2 (r2), Ghidra, GDB, QEMU, Frida, binutils, and cross-compilation toolchains. Keywords - "install radare2", "setup ghidra", "r2 not found", "qemu missing", "tool not installed", "configure gdb", "cross-compiler"
binary-re-triage
aiskillstoreUse when first encountering an unknown binary, ELF file, executable, or firmware blob. Fast fingerprinting via rabin2 - architecture detection (ARM, x86, MIPS), ABI identification, dependency mapping, string extraction. Keywords - "what is this binary", "identify architecture", "check file type", "rabin2", "file analysis", "quick scan"
binary-re-synthesis
aiskillstoreUse when ready to document findings, generate a report, or summarize binary analysis results. Compiles analysis findings into structured reports - correlates facts from triage/static/dynamic phases, validates hypotheses, generates documentation with evidence chains. Keywords - "summarize findings", "generate report", "document analysis", "what did we find", "write up results", "export findings"
Classification Modeling
aj-geddesBuild binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction and classification
patch-diff-analyzer
HacktronAISpecialized in reverse-engineering compiled binaries (JARs, DLLs). Use this when the user asks to compare versions, find security fixes, or analyze binary patches.
Advanced WebSocket Testing
PramodDuttaWebSocket testing including connection lifecycle, reconnection logic, message ordering, backpressure handling, and binary frame testing.
AFL++ Fuzzing Testing
PramodDuttaAmerican Fuzzy Lop Plus Plus mutation-based fuzz testing for finding crashes, hangs, and security vulnerabilities in binary programs.
path-tracing-reverse
letta-aiThis skill provides guidance for reverse engineering compiled binaries to produce equivalent source code. It applies when tasks require analyzing executables, extracting algorithms and constants, and recreating identical program behavior in source form. Use when the goal is byte-for-byte or pixel-perfect reproduction of binary output.
extract-elf
letta-aiGuidance for extracting memory values from ELF (Executable and Linkable Format) binary files. This skill should be used when parsing ELF headers, extracting LOAD segments, dumping memory addresses and values, or converting binary data to structured output formats like JSON. Covers proper handling of 32-bit vs 64-bit ELF files, endianness, and segment types.
vulnerable-secret
letta-aiThis skill provides guidance for extracting secrets from vulnerable executables. It should be used when tasks involve binary analysis, reverse engineering executables to find hidden flags/secrets, or exploiting buffer overflows and other vulnerabilities to extract protected data. Applicable to CTF challenges, security research, and authorized penetration testing scenarios.
sqlite-db-truncate
letta-aiThis skill should be used when recovering data from corrupted or truncated SQLite databases. Apply this skill when a .db file cannot be opened with standard SQLite tools, when binary truncation has occurred, or when manual parsing of the SQLite binary format is needed to extract recoverable data.
swift-nio
JoannisExpert guidance on SwiftNIO best practices, patterns, and implementation. Use when developers mention: (1) SwiftNIO, NIO, ByteBuffer, Channel, ChannelPipeline, ChannelHandler, EventLoop, NIOAsyncChannel, or NIOFileSystem, (2) EventLoopFuture, ServerBootstrap, or DatagramBootstrap, (3) TCP/UDP server or client implementation, (4) ByteToMessageDecoder or wire protocol codecs, (5) binary protocol parsing or serialization, (6) blocking the event loop issues.
ipsw
blacktopApple firmware and binary reverse engineering with the ipsw CLI tool. Use when analyzing iOS/macOS binaries, disassembling functions in dyld_shared_cache, dumping Objective-C headers from private frameworks, downloading IPSWs or kernelcaches, extracting entitlements, analyzing Mach-O files, or researching Apple security. Triggers on requests involving Apple RE, iOS internals, kernel analysis, KEXT extraction, or vulnerability research on Apple platforms.
nix-best-practices
0xBigBossNix patterns for flakes, overlays, unfree handling, and binary overlays. Use when working with flake.nix or shell.nix.
xlsx
lanejUse xlsx binary for Excel file manipulation including viewing, SQL-like filtering, cell editing, conversion to/from CSV, and data analysis operations.
sqlite-vec
existential-birdssqlite-vec extension for vector similarity search in SQLite. Use when storing embeddings, performing KNN queries, or building semantic search features. Triggers on sqlite-vec, vec0, MATCH, vec_distance, partition key, float[N], int8[N], bit[N], serialize_float32, serialize_int8, vec_f32, vec_int8, vec_bit, vec_normalize, vec_quantize_binary, distance_metric, metadata columns, auxiliary columns.
dialectical-mapping-steelmanning
lyndonklUse when debates are trapped in false dichotomies, polarized positions need charitable interpretation, tradeoffs are obscured by binary framing, synthesis beyond 'pick one side' is needed, or when users mention steelman arguments, thesis-antithesis-synthesis, Hegelian dialectic, third way solutions, or resolving seemingly opposed principles.
prediction-markets
omer-metinComprehensive expertise in decentralized prediction markets, including Polymarket-style platforms, UMA Optimistic Oracle integration, Conditional Tokens Framework (CTF), market making, resolution mechanisms, and regulatory considerations. Use when "prediction market, Polymarket, betting market, outcome tokens, resolution oracle, UMA oracle, conditional tokens, binary market, outcome prediction, information market, " mentioned.
ct
commontoolsincGuide for using the ct (CommonTools) binary to interact with pieces, patterns, and the Common Fabric. Use this skill when deploying patterns, managing pieces, linking data between pieces, or debugging pattern execution. Triggers include requests to "deploy this pattern", "call a handler", "link these pieces", "get data from piece", or "test this pattern locally".