AI & ML

nwave-ai Skill

Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement

ishandutta2007 Bundle

Skill: Prompt Engineering

affaan-m Skill

Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.

affaan-m Skill

Share durable, inspectable context and handoffs between Claude, Codex, Hermes, Cursor, OpenCode, and other agents through the local ECC Memory Vault. Use when an agent must save work state, transfer context, resume another agent's task, or search shared project knowledge.

affaan-m Bundle

Measure a set of reference videos into a reusable style pack - colour grade as a 3D LUT, cut rhythm as a shot-length distribution, hero stills, screen-blend overlay plates, and a text spec for a generative model. Use when the user wants to capture the look of reference footage, build a repeatable look, mint assets from references, or reproduce someone's grade and pacing.

affaan-m Bundle

Operator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate. Use when an agent drafts messages to external counterparties and a human operator must approve, reject, or steer each send before it leaves.

affaan-m Bundle

Per-channel strict prompts, mention gating, silent observation, and a communication autonomy policy for agents that sit in shared channels with external counterparties. Use when an agent joins group chats, shared channels, or DMs where outsiders can read every message and you need it to speak only when addressed, never leak internal context, and route risky content to draft-only approval.

malue-ai Bundle

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

shipshitdev Bundle

Skill - One Front Door for Authoring and Maintaining Agent Skills

rom-orlovich Skill

Knowledge Query Skill

rom-orlovich Skill

Implements code according to an approved plan following TDD methodology. Use when implementing features, fixing bugs, or executing tasks from a PLAN.md.

xiaolai Bundle

Use when scoring NL artifact quality, applying penalties, or calibrating lint judgment — contains the 100-point rubric with penalty tables per artifact type. Four worked calibration examples (Excellent Agent / Rewrite Agent / Excellent Rule / Weak Rule) live in `references/calibration-examples.md`, loaded on demand when anchoring borderline cases.

xiaolai Skill

Detects execution surface risks, supply chain vulnerabilities, data exfiltration vectors, and prompt injection patterns in Claude Code plugins. Use when auditing plugins for security risks, reviewing MCP server configurations, scanning hooks and scripts for vulnerabilities, or checking extensions before installation.

xiaolai Skill

Use when writing, reviewing, or naming any NLPM artifact (command, agent, skill, rule, workflow) — pick the canonical noun or verb from this registry rather than coining a synonym. Loaded by the scorer and checker agents to detect vocabulary drift across artifacts.

xiaolai Skill

Multi-agent workflow patterns for Claude Code -- parallel dispatch, sequential pipelines, QC gates, retry loops, shared partials. Use when designing systems with multiple agents, commands, or processing stages.

xiaolai Skill

How to write Claude Code agents that trigger reliably, use the right model, and produce consistent output. Use when creating, improving, or reviewing agent definitions.

xiaolai Skill

How to write effective system prompts for any LLM. Universal prompt engineering -- role clarity, structured output, injection resistance, few-shot examples. Use when writing prompts, system instructions, or AI configuration.

xiaolai Bundle

Use when scoring or writing Claude Code artifacts — covers .claude/ paths, plugin.json schema, command + agent + skill frontmatter, CLAUDE.md, hook events, hooks.json format, settings.json, LSP, monitors, memory file conventions, and the Claude Code built-in tool catalog. Refreshed 2026-08-02 against current docs (Claude Code ≥ v2.1.218).

xiaolai Skill

Use when scoring or writing Antigravity (or legacy Gemini CLI) artifacts — covers .gemini/ paths, .agent/ workspace skills, gemini-extension.json, GEMINI.md, TOML slash commands, Gemini-lineage hook events. Spec is unsettled (Antigravity 2.0 launched 2026-05-19); many checks are advisory until PR-B verification.

matsuni-kk Bundle

Subagent（{{AGENT_CONFIG_DIR}}/agents/*.md）の作成・更新・削除を対話で行い、フロントマター仕様と品質を維持したまま反映する。Subagent作成、agent追加、subagent updateを依頼されたときに使用する。

layeddie Skill

SwarmEx Agent Orchestration

layeddie Skill

Anubis MCP SDK

layeddie Skill

Skill: ReqLLM Adapter (Serena/Codex)

dammianmiller Skill

Multi-agent coordination and status monitoring. Use to check agent status, view the dashboard, and coordinate with other agents.

wtthornton Bundle

Ops Agent Skills

wtthornton Skill

Bug Fix Agent - Automated bug fixing with review loopback and auto-commit to main branch. Fixes bugs, tests them, reviews quality, and commits when quality gates pass.

wtthornton Bundle

Improver Agent Skills

wtthornton Bundle

Orchestrator Agent - Skill Definition

wtthornton Bundle

Transform simple prompts into comprehensive, context-aware prompts. Use for prompt enhancement, requirements analysis, and implementation strategy. Includes Context7 prompt engineering guides lookup.

wirasm Skill

Generate a mermaid-only visual supplement for a plan artifact - the data-model, architecture, and flow diagrams a human wants when absorbing a plan. Use when the user wants to "diagram this plan", "visualize the plan", "draw the plan's architecture", "make diagrams for this plan", or invokes /prp-diagram.

wirasm Bundle

Authors, refactors, and consolidates Agent Skills PRP-style. Use when the user wants to "create a skill", "write a new skill", "trim a SKILL.md", "split a skill into references", "consolidate workflow skills", "replace duplicated skill logic with composition", redesign a skill workflow, or invokes /prp-meta-skill.

wirasm Skill

Creates GitHub issues from conversations, findings, or ideas and runs the precondition check before a planning-capable agent starts work. Use when the user asks to "create an issue from this", "turn this into an issue", "check whether issue #42 is agent-ready", "check this issue before automation", "audit this issue contract", "update this issue to make it agent-ready", or invokes /prp-issue-contract.

trpc-group Bundle

tRPC-Agent-Go Skills: A Go-Native Implementation of the Anthropic Agent Skills Specification

trpc-group Bundle

tRPC-Agent-Go Skills：Anthropic Agent Skills 规范的 Go 原生实现

lucassantana-dev Bundle

Meta-adder for toolkit artifacts. Single entry point to add a skill, pattern, best-practice, hook, agent, or guide with correct frontmatter + sync to 4 publish targets.

lucassantana-dev Bundle

Build and debug Retrieval-Augmented Generation pipelines — chunking, embedding, retrieval, reranking