File Ops
File manipulation and management
AI Collaboration Standards
by AsiaOstrich
Prevent AI hallucination and ensure evidence-based responses when analyzing code or making suggestions. Use when: analyzing code, making recommendations, providing options, or when user asks about confidence/certainty. Keywords: certainty, assumption, inference, evidence, source, 確定性, 推測, 假設, 來源, 證據.
AI Instruction File Standards Guide
by AsiaOstrich
Create and maintain AI instruction files (CLAUDE.md, .cursorrules, etc.) with proper structure. Use when: creating AI instruction files, separating universal vs project-specific rules, configuring AI tools. Keywords: CLAUDE.md, cursorrules, windsurfrules, clinerules, AI instructions, system prompt, 指令檔案, AI 設定.
docgen
by AsiaOstrich
"[UDS] Generate usage documentation from project sources"
derive
by AsiaOstrich
"[UDS] Derive BDD scenarios, TDD skeletons, or ATDD tables from specifications"
Game Master — Core
by Bobby-Gray
Deliver one in-character recap paragraph. Enter GM mode — no /gm prefix needed.
plan-converter
by catlog22
Convert any planning/analysis/brainstorm output to .task/*.json multi-file format. Supports roadmap.jsonl, plan.json, plan-note.md, conclusions.json, synthesis.json.
analyze-with-file
by catlog22
Interactive collaborative analysis with documented discussions, inline exploration, and evolving understanding. Serial execution with no agent delegation.
team-lifecycle-v2
by catlog22
Unified team skill for full lifecycle - spec/impl/test. All roles invoke this skill with --role arg for role-specific execution. Triggers on "team lifecycle".
unified-execute-with-file
by catlog22
Universal execution engine consuming .task/*.json directory format. Serial task execution with convergence verification, progress tracking via execution.md + execution-events.md.
collaborative-plan-with-file
by catlog22
Serial collaborative planning with Plan Note - Multi-domain serial task generation, unified plan-note.md, conflict detection. No agent delegation.
ccw-help
by catlog22
CCW command help system. Search, browse, recommend commands. Triggers "ccw-help", "ccw-issue".
team-tech-debt
by catlog22
Unified team skill for tech debt identification and cleanup. All roles invoke this skill with --role arg for role-specific execution. Triggers on "team tech-debt", "tech debt cleanup", "技术债务".
rev-struct
by P4nda0s
Reconstruct data structures by analyzing memory access patterns across functions
ir-search
by djfksjd
🇰🇷 한국 정부 지원사업 전수조사 에이전트 스킬 [Claude Code·Codex·agy(Antigravity)·Cursor·Gemini CLI·Grok Build 지원] K-Startup·기업마당·NIPA·KOCCA·SMTECH 크롤링 + 즉시/로드맵/변형 3분류 (Korea-only)
qdrant
by giuseppe-trisciuoglio
Provides Qdrant vector database integration patterns with LangChain4j. Handles embedding storage, similarity search, and vector management for Java applications. Use when implementing vector-based retrieval for RAG systems, semantic search, or recommendation engines.
aws-sdk-java-v2-s3
by giuseppe-trisciuoglio
Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads, presigned URLs, S3 Transfer Manager, object operations, or S3-specific configurations.
langchain4j-vector-stores-configuration
by giuseppe-trisciuoglio
Provides configuration patterns for LangChain4J vector stores in RAG applications. Use when building semantic search, integrating vector databases (PostgreSQL/pgvector, Pinecone, MongoDB, Milvus, Neo4j), implementing embedding storage/retrieval, setting up hybrid search, or optimizing vector database performance for production AI applications.
chunking-strategy
by giuseppe-trisciuoglio
Provides optimal chunking strategies in RAG systems and document processing pipelines. Use when building retrieval-augmented generation systems, vector databases, or processing large documents that require breaking into semantically meaningful segments for embeddings and search.
claude-md-management
by giuseppe-trisciuoglio
Provides comprehensive CLAUDE.md file management capabilities including auditing, quality assessment, and targeted improvements. Use when user asks to check, audit, update, improve, fix, maintain, or validate CLAUDE.md files. Also triggers for "project memory optimization", "CLAUDE.md quality check", "documentation review", or when CLAUDE.md needs to be created from scratch. This skill scans all CLAUDE.md files, evaluates quality against standardized criteria, outputs detailed quality reports with scores and recommendations, then makes targeted updates with user approval.
session-navigation
by Factory-AI
Navigate, search, and manage Droid sessions. Use when the user wants to: - List recent sessions - Search session history for specific topics or patterns - Resume a previous session - Get details about what was accomplished in a session - Find sessions by project, date, or content
skill-gen
by crafter-station
Auto-generate Claude skills from documentation URLs using Firecrawl agent. Use when user wants to create a skill from docs, API references, or tool homepages. Asks up to 3 clarifying questions before deep extraction. Supports topic focus (e.g., "only auth endpoints") and outputs to local .claude/skills/ by default.
context-status
by flonat
"Show current context status and session health.\nUse to check how much context has been used, whether auto-compact is\napproaching, and what state will be preserved."
bib-validate
by flonat
"Cross-reference \cite{} keys against .bib files or embedded \bibitem entries. Finds missing, unused, and typo'd citation keys. Deep verification mode spawns parallel agents for DOI/metadata validation at scale. Read-only in standard mode."
latex-health-check
by flonat
"Compile all LaTeX projects, auto-fix known errors, and check cross-project consistency. Self-healing build agent for the multi-project research ecosystem."