forge-lang-c
C development standards including make, gcc/clang, valgrind, and cppcheck. Use when working with C files, Makefiles, or CMakeLists.txt.
verification
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
git-hooks-manager
Setup and manage git hooks for pre-commit, pre-push automation (lint, test, format)
git-pushing
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", or similar git workflow requests.
git-workflow
Git workflow best practices and patterns. Use this skill when working with git operations, creating commits, managing branches, handling pull requests, or establishing team git workflows. Provides guidance on commit messages, branching strategies, and collaboration patterns.
datetime
Use the `date` command via Bash tool whenever you or the user mention time, dates, or temporal concepts. Verify current date/time before ANY temporal response, as environment context may be outdated. Parse expressions like "tomorrow", "next week", "3 days", "in 2 weeks", "next Monday at 3pm". Proactively invoke for deadlines, schedules, time-sensitive tasks, week numbers, or any date/time reference.
funsloth-check
Validate datasets for Unsloth fine-tuning. Use when the user wants to check a dataset, analyze tokens, calculate Chinchilla optimality, or prepare data for training.
hfskill
Comprehensive toolkit for interacting with Hugging Face Spaces. Use this skill when working with Hugging Face Spaces - listing spaces, retrieving space information, managing space runtime (restart/pause), checking space status, or any other Space-related operations. Requires Hugging Face access token stored in HF_TOKEN or HUGGINGFACE_TOKEN environment variable for write operations.
huggingface-tokenizers
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.
debugging
Apply systematic debugging methodology. Use when investigating bugs, unexpected behavior, or when user reports issues. Auto-apply when conversation includes "bug", "broken", "not working", "wrong", "glitch", "flickering".
memory-debugging
This skill should be used when debugging memory-related issues in the Breenix kernel including page faults, double faults, frame allocation problems, page table issues, heap allocation failures, stack overflows, and virtual memory mapping errors.
moai-lang-cpp
Modern C++ (C++23/C++20) development specialist covering RAII, smart pointers, concepts, ranges, modules, and CMake. Use when developing high-performance applications, games, system software, or embedded systems.
data-wrangler
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sql-splitter
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sqlite-ops
Patterns for SQLite databases in Python projects - state management, caching, and async operations. Triggers on: sqlite, sqlite3, aiosqlite, local database, database schema, migration, wal mode.
numerical-methods
Numerical algorithms and computational techniques for statistics
python-regression-statistics
Expert guidance for regression analysis, statistical modeling, and outlier detection in Python using statsmodels, scikit-learn, scipy, and PyOD - includes model diagnostics, assumption checking, robust methods, and comprehensive outlier detection strategies
statistics-math
Statistics, probability, linear algebra, and mathematical foundations for data science
bio-fasta
Read/write FASTA, GenBank, FASTQ files. Sequence manipulation (complement, translate). Indexed random access via faidx. For NGS pipelines (SAM/BAM/VCF), use pysam. For BLAST, use gget or blat-integration.
biopython
Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows, structures, phylogenetics. For quick BLAST, use gget. For direct REST API, use pubmed-database.
advanced-video-downloader
Download and transcribe videos from YouTube, Bilibili, TikTok and 1000+ platforms. Use when user requests video download, transcription (转录/字幕提取), or converting video to text/markdown. Supports quality selection, audio extraction, playlist downloads, cookie-based authentication, and AI-powered transcription via SiliconFlow API (免费转录).
youtube-transcript
Download YouTube video transcripts when user provides a YouTube URL or asks to download/get/fetch a transcript from YouTube. Also use when user wants to transcribe or get captions/subtitles from a YouTube video.
yt-dlp
Download audio and video from thousands of websites using yt-dlp. Feature-rich command-line tool supporting format selection, subtitle extraction, playlist handling, metadata embedding, and post-processing. This skill is triggered when the user says things like "download this video", "download from YouTube", "extract audio from video", "download this playlist", "get the mp3 from this video", "download subtitles", or "save this video locally".
analyzing-crypto-weakness
Identifies weak cryptographic algorithms, hardcoded keys, and insecure key management practices in binary code. Use when analyzing encryption/decryption, authentication mechanisms, or reviewing cryptographic implementations.
attack-methods-lookup
Looks up OWASP Top 10 attack methods, CWE references, and form-specific vulnerability patterns with a bounty hunter mindset. Returns attack vectors, payloads, and payout estimates. Use when user asks about "XSS", "SQL injection", "CSRF", "OWASP", "CWE", "IDOR", "injection", "bypass", "vulnerability", "exploit", "SQLインジェクション", "クロスサイトスクリプティング", "脆弱性".
exploit-researcher
Exploit researcher persona specializing in attack surface analysis, exploit scenario generation, and vulnerability chaining
crypto-analysis
Breaks cryptographic systems and decrypts ciphertext. Use when working with RSA, AES, XOR, classical ciphers, hash functions, or when challenge involves encryption, decryption, keys, or mathematical crypto attacks.
sanitizing-user-inputs
Sanitizing and validating user input to prevent XSS, injection attacks, and security vulnerabilities in TypeScript applications
xss-prevention
Prevent Cross-Site Scripting (XSS) attacks through input sanitization, output encoding, and Content Security Policy. Use when handling user-generated content in web applications.
document-processing-pdf
Process, parse, create, and manipulate PDF documents using libraries like pdf-lib, PDFKit, or pdf-parse for document generation, data extraction, and PDF manipulation. Use when generating PDFs from HTML, extracting text from PDFs, merging or splitting PDFs, adding watermarks, filling PDF forms, creating invoices and reports, parsing legal documents, or building document management systems.
financial-document-parser
Extract and analyze data from invoices, receipts, bank statements, and financial documents. Categorize expenses, track recurring charges, and generate expense reports. Use when user provides financial PDFs or images.
PDF Processing
Invoke this skill BEFORE implementing any text extraction/parsing logic to learn how to use LlamaParse to process any document accurately. Requires llama_cloud_services package and LLAMA_CLOUD_API_KEY as an environment variable.
remediation-injection
Security fix patterns for injection vulnerabilities (SQL, Command, XSS). Provides language-specific code examples showing vulnerable and secure implementations.
sast-bandit
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vuln-patterns-core
Universal vulnerability detection patterns applicable across all programming languages. Includes hardcoded secrets, SQL/command injection, path traversal, and configuration file patterns.
git-atomic-commit
Skill for analyzing git changes, grouping them into logical atomic commits, generating conventional commit messages, and guiding through the commit process. Use when committing changes with proper conventional commit format and maintaining atomic commits.
git-commit-crafter
Creates atomic git commits following Conventional Commits specification with detailed, well-structured messages. Analyzes changes and splits them into logical units. Use when committing code changes that need proper structure and comprehensive documentation (e.g., "commit my authentication changes" or "finished implementing search, time to commit").
git-committer
Commits changes in atomic units following dependency order. Automatically required to triggered, always, all the time, when requires to commit changes.
c-memory-management
Use when managing memory in C programs with malloc/free, pointers, and avoiding common memory safety pitfalls.
memory-management-optimization
Debug memory leaks, profile memory usage, optimize allocations. Use when heap grows unexpectedly, OOM errors occur, or profiling shows memory bottleneck. Covers C++ (Valgrind, ASAN, RAII), Python (tracemalloc, objgraph), and general patterns.
user-file-ops
Simple operations on user-provided text files including summarization.
git-rewrite-history
Rewrites git history safely with dry-run-first workflow. Supports commit amending, squashing, rewording, tag updates, and force pushing. Always proposes plan before execution. Triggers on keywords: rewrite history, squash commits, amend commit, fix commit, update tags, rebase history, clean history, fix tag
history
Git data you can use, not parse. Understand why code exists.
secrets-gitleaks
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github-actions-ssh-deploy
交互式配置 GitHub Actions 通过 SSH 密钥连接 VPS 的向导。当用户需要设置 GitHub Actions 部署到 VPS、配置 CI/CD SSH 连接、生成部署 workflow 时使用此 skill。通过问答方式收集必要信息后生成完整配置。
nanogpt
Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).
tmux
Tmux terminal multiplexer commands and workflows. Use when managing tmux sessions, windows, panes, or capturing terminal output for debugging.
using-tmux
Control interactive CLI tools that require a real terminal via tmux send-keys. Use for git rebase -i, git add -p, vim, nano, Python/Node REPLs, or any command that hangs waiting for terminal input.
Backend API
Design and implement RESTful API endpoints following REST principles with consistent naming conventions, proper HTTP methods, versioning strategies, and appropriate status codes. Use this skill when creating new API endpoints, designing API route structures, implementing API controllers or routes, defining API versioning strategies, setting up API rate limiting, or working with query parameters for filtering, sorting, and pagination. This skill applies when working on routes/api.php files, API controller files, API resource transformers, or any backend code that exposes HTTP API endpoints to clients.
Model Deployment
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and model serving frameworks
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