File Ops
File manipulation and management
workspace-manager
by xuiltul
Registers, lists, removes, and assigns workspaces (project directories) for Anima work. Use when: binding project paths to Anima, managing aliases, or switching workspace roots.
workspace-manager
by xuiltul
ワークスペース（作業ディレクトリ）の登録・一覧・削除・割り当てを設定する。 Use when: プロジェクトパスをAnimaに紐付け、エイリアス管理、作業ディレクトリの切り替えが必要なとき。
web-search-tool
by xuiltul
Web検索ツール。Brave Search APIでインターネット上の情報を検索する。 Use when: 最新ニュース調査、技術ドキュメント検索、事実確認、検索結果一覧の取得が必要なとき。
subagent-cli
by xuiltul
Runs external AI agent CLIs via Bash in non-interactive mode. Delegates coding with codex exec or cursor-agent. Use when: offloading complex implementation, code review, multi-file edits, or spawning a subagent from Bash.
openspec-sync-specs
by drakulavich
Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.
verify-pin-bump
by drakulavich
Use when a model SHA-256 mismatch surfaces (download_verified errors, manifest_tests failures, fresh download produces a different hash than rust/src/models.rs pins). Walks through the safe bump procedure — verify the upstream weights deliberately, then update the pin. Refuses to suggest commenting out verification.
openspec-archive-change
by drakulavich
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
perplexity
by softaworks
Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7) or workspace questions.
excalidraw
by softaworks
"Use when working with .excalidraw or .excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to prevent context exhaustion from verbose JSON (single files: 4k-22k tokens, can exceed read limits)"
reducing-entropy
by softaworks
Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion.
session-handoff
by softaworks
"Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session ending, (5) user says 'save state', 'create handoff', 'I need to pause', 'context is getting full', (6) resuming work with 'load handoff', 'resume from', 'continue where we left off'. Proactively suggests handoffs after substantial work (multiple file edits, complex debugging, architecture decisions). Solves long-running agent context exhaustion by enabling fresh agents to continue with zero ambiguity."
web-to-markdown
by softaworks
"Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean Markdown by calling the local web2md CLI (Puppeteer + Readability), suitable for JS-rendered pages."
gepetto
by softaworks
Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.
agent-md-refactor
by softaworks
Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.
monitoring-observability
by yonatangross
Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse LLM tracing, and drift detection. Use when adding logging, metrics, distributed tracing, LLM cost tracking, or quality drift monitoring.
ascii-visualizer
by yonatangross
"ASCII diagram patterns for architecture, workflows, file trees, and data visualizations. Use when creating terminal-rendered diagrams, box-drawing layouts, progress bars, swimlanes, or blast radius visualizations."
feedback
by yonatangross
"Manages OrchestKit feedback system. Use when providing feedback or viewing usage analytics."
architecture-patterns
by yonatangross
Architecture validation and patterns for clean architecture, backend structure enforcement, project structure validation, test standards, and context-aware sizing. Use when designing system boundaries, enforcing layered architecture, validating project structure, defining test standards, or choosing the right architecture tier for project scope.
memory
by yonatangross
"Read-side memory operations: search, recall, load, sync, history, visualize. Use when searching past decisions, loading session context, or viewing the knowledge graph."
configure
by yonatangross
"Configures OrchestKit settings. Use when customizing MCP servers, plugin options, or preferences."
explore
by yonatangross
"explore — Deep codebase exploration with parallel agents. Use when exploring a repo, discovering architecture, finding files, or analyzing design patterns."
distributed-systems
by yonatangross
Distributed systems patterns for locking, resilience, idempotency, and rate limiting. Use when implementing distributed locks, circuit breakers, retry policies, idempotency keys, token bucket rate limiters, or fault tolerance patterns.
rag-retrieval
by yonatangross
Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE, agentic RAG, multimodal RAG, query decomposition, reranking, or pgvector search.
architecture
by F0x1d
This skill defines the only right architecture for android projects. Activate when doing big tasks (related to several files and their interconnections) in this project