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概要と使いどころ

pl-env

無料

PL role sub-skill — environment doctoring. Loaded ONLY by the pl core via its routing table; NEVER auto-load from context, never invoke directly.

日本語の概要は準備中です。原文の説明を表示しています。

sno-ai/sno-station-skills4332026年10月18日 更新

deliver

無料

Carry out a released charter to a proven result: plan only as much as the work needs, do the work through the project's own workers, prove every success check with a recorded real run, get one independent review, and close honestly. Invoke explicitly as `$deliver <charter>` (Codex) or `/deliver <charter>` (Claude, Cursor), or the way your agent invokes a skill, or when a dispatch names you the executor of a charter.

日本語の概要は準備中です。原文の説明を表示しています。

sno-ai/sno-station-skills4332026年10月18日 更新

medic

無料

Check that this machine's agent team can work and say what is wrong in plain lines: tools installed, core skills installed, skill commands runnable, hooks configured, Reach seat live, a heartbeat running, both vendors' quota readable, temp space free. Checks only, never repairs. Use on a new machine, when agents stop reaching each other or a long run fails to start, or when the owner asks whether everything is healthy.

日本語の概要は準備中です。原文の説明を表示しています。

sno-ai/sno-station-skills4332026年10月18日 更新

pl

無料

MANUAL-ONLY — load solely when the human owner types `/pl`, uses `$pl`, or asks you to act as the Project Lead (PL). Supervise one project lane and its executor agents. A charter or dispatch means: you are an EXECUTOR, not the PL.

日本語の概要は準備中です。原文の説明を表示しています。

sno-ai/sno-station-skills4332026年10月18日 更新

cos

無料

MANUAL-ONLY: load solely when the human owner types `/cos`, uses `$cos`, or asks you to act as the Chief of Staff (COS). The COS is the one agent the owner talks to; it coordinates the owner and the per-project Project Leads (PLs). A task card, charter, or dispatch makes you an executor, not COS.

日本語の概要は準備中です。原文の説明を表示しています。

sno-ai/sno-station-skills4332026年10月18日 更新

Coder-agent working-file budget discipline: keep the editable working set (files you /add into writable context) under ~25k tokens, separate "read" from "edit", delegate breadth to a read-only repo-map, and drop files once edited. Use when an LLM coder-agent edits multiple files, when the working set must stay focused, or when the model starts editing the wrong file / missing targets because too much context dilutes attention. Search keywords: context window full, agent edits wrong file, too much context, /add /drop files, working file budget, context dilution, lost in the middle.

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

Tool skill for declaring reducers on LangGraph state keys so parallel writes merge instead of crashing. Activates whenever a coder agent designs a StateGraph with parallel branches, fan-out via Send, multi-agent topologies, or whenever a run raises `InvalidUpdateError: At key '<k>': Can receive only one value per step`. Encodes the rule "every state key is single-writer or has a reducer — nothing in between."

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

The compile-readiness gate for prompt auto-optimization. Decide whether you have earned the right to run an optimizer (DSPy MIPROv2 / GEPA / BootstrapFewShot) before spending compute. Two preconditions only — a real metric, and enough examples for the optimizer you picked. Garbage metric in, garbage prompt out. Pick the optimizer by data scale; GEPA inverts the scale assumption (~10 examples + textual feedback).

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

Build and govern a 50-200 example domain-specific held-out benchmark sampled from real traffic. Distinct from public benchmarks (MMLU/HumanEval/GSM8K via lm-evaluation-harness) which measure GENERAL capability. Only a held-out domain set predicts whether THIS system works on YOUR data. Collect real examples, label, hold out (never train/prompt on it), size 50-200, version it, refresh on drift.

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

Symbol-level code context for LLM coder-agents: tree-sitter extracts symbols, PageRank ranks them over the cross-file reference graph, and the top class/function signatures are fed to the LLM as a token-budgeted read-only map (not RAG, no vector index, human-auditable). Use when an agent must locate the right files in a large/multi-file repo, when builds/refreshes/scopes a repo-map, or when "model edits the wrong file" needs fixing.

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

A 5-minute gate the coder runs at project kickoff (and again whenever the repo shape changes). Classifies the workspace into Greenfield / Brownfield-large / Mid-size-familiar / Library-SDK, then maps the state to an agent strategy (autonomy, context primitive, tool choice). Use BEFORE picking Cursor vs Claude Code vs Aider, BEFORE turning on repo-map, BEFORE writing the first prompt. Skip only if the same repo was gated within the last day and nothing changed. Search keywords: greenfield vs brownfield, new project vs existing codebase, project setup strategy, legacy codebase agent, where to start a coding agent.

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

SOP for writing, loading, and evolving a project-level convention file (CONVENTIONS.md / CLAUDE.md / .cursor/rules / .clinerules / AGENTS.md) so that a coder-agent reliably respects your codebase's style choices every session. Tool-agnostic; covers the four load mechanics (read-only attachment, ancestor-walk auto-load, glob-scoped rules, agent backstory) and the conflict resolution between pinned conventions and the existing code.

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

Enhancement-overlay SOP for adding sparse (BM25 / keyword) retrieval alongside dense (embedding) retrieval. Activate when a calling agent is building, reviewing, or debugging a retrieval pipeline whose corpus contains exact-match tokens — identifiers, error codes, SKUs, API/function names, proper nouns, citations, rare jargon — that pure dense embedding silently misses. Encodes the single decision rule (**hybrid is traffic-driven, not theoretical: add sparse only when the query share that depends on exact tokens is non-trivial**), the wiring of QueryFusionRetriever-style fusion (RRF vs alpha-weighted), and per-query-type alpha tuning. Frame the work as recovering lexical identity that dense pooling destroys, not as "add keyword search for completeness". Cross-links [[llamaindex]].

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

Enhancement overlay for multi-agent / tool-using coder agents. Encodes the per-agent tool- scoping discipline that role-based frameworks (CrewAI, LangChain) document only as a passing best-practice: which agent gets which tool, and why blanket-sharing every tool to every agent is a correctness and blast-radius risk. Activates when an agent system has tools AND there is more than one agent (or one agent holding many tools). Treat a tool as a capability grant; scope by least-privilege. ENHANCE overlay — read alongside [[crewai]], [[agentsop-http-tool-wrapping]], [[agentsop-llm-tool-idempotency]]. Search keywords: which tools per agent, least-privilege agent, agent tool access, tool permissions, limit agent tools, scope tools to roles.overlay_type: enhancement

日本語の概要は準備中です。原文の説明を表示しています。

agentsope/SkillAlchemy4312026年10月9日 更新

Verify every @path chain import and every markdown link inside every CLAUDE.md in this project resolves to an existing file. Read-only — returns broken links with file:line refs, never edits.

日本語の概要は準備中です。原文の説明を表示しています。

alirezarezvani/ClaudeForge4302026年5月19日 更新

Re-detect this project's tech stack from package.json / requirements.txt / pyproject.toml / go.mod / Cargo.toml and diff it against the Tech Stack section of every CLAUDE.md. Read-only — returns added / removed / renamed dependencies, never edits.

日本語の概要は準備中です。原文の説明を表示しています。

alirezarezvani/ClaudeForge4302026年5月19日 更新

Audit every CLAUDE.md in this project for drift against the last week of git history. Flags sections that reference deleted files, renamed paths, or removed dependencies. Read-only — returns a punch list, never edits.

日本語の概要は準備中です。原文の説明を表示しています。

alirezarezvani/ClaudeForge4302026年5月19日 更新

director

無料

Directs the current request through configured lower-tier agents. Use only for explicit /director or /dev-toolkit:director invocation.

日本語の概要は準備中です。原文の説明を表示しています。

jamditis/claude-skills-journalism4232026年10月17日 更新

ready

無料

Understand what you mean before anything is built. Takes anything — a one-line idea, notes, a spec, or a mix — reads the project first, asks only what is yours to decide, and writes your intent down for you to approve. Use when the user invokes the `ready` skill. Requires git.

日本語の概要は準備中です。原文の説明を表示しています。

prekuter/dryforge4222026年10月17日 更新

This skill should be used when the user asks to "做一个剪纸广告", "制作拼贴广告片", "把产品做成纸片定格动画", "做一个有趣的产品广告", "生成半色调剪纸分镜", "把静态拼贴图做成广告视频", "把广告拉长一点", "参考这个声音配音", or wants a complete branded paper-cut advertisement from brief to validated MP4 rather than only prompts or still images.

日本語の概要は準備中です。原文の説明を表示しています。

Jane-xiaoer/paper-collage-ad-codex4212026年8月1日 更新

oceinteg

無料

Run named OpenClaw Enterprise end-to-end integration scenarios against real supported installations. Use only when explicitly invoked.

日本語の概要は準備中です。原文の説明を表示しています。

openclaw/openclaw-enterprise4152026年10月17日 更新

deslop

無料

Clean only the current Enterprise diff before autoreview, preserving behavior, security boundaries, required TODOs, and useful test-intent comments.

日本語の概要は準備中です。原文の説明を表示しています。

openclaw/openclaw-enterprise4152026年10月17日 更新

Gate new or changed Enterprise tests and audit existing tests for observable behavior, credible regressions, duplicate coverage, and test-only production seams.

日本語の概要は準備中です。原文の説明を表示しています。

openclaw/openclaw-enterprise4152026年10月17日 更新

Shared rules for test runs that drive the running app or run a test target: isolation from concurrent runs, stubs for infrastructure that cannot be stood up, provisioning privileged state, approval before writes to shared external systems, and cleanup of only what the run created. Not typically invoked directly.

日本語の概要は準備中です。原文の説明を表示しています。

tobihagemann/turbo4142026年10月17日 更新