Discover content media llm ai skills, compare source repositories and read the instructions for each workflow.
This skill should be used when integrating OpenAI Agents SDK with FastAPI, building message arrays from database history, running agents with MCP tools, parsing tool calls, executing them, and saving conversati...
This skill should be used when guiding the OpenAI agent to map natural language user input to appropriate MCP tools, handling phrases like "Add task" → add_task, "List pending" → list_tasks(status="pending"), t...
This skill should be used when implementing stateless conversation persistence, creating/loading conversations by ID, saving user/assistant messages, fetching history for agent input, and handling async databas...
Audits and optimizes context, memory, and skill use for projects. Reviews CLAUDE.md files, .claude/rules/, and skill configurations for efficiency. Use when context feels bloated, skills aren't triggering corre...
Identifies missing capabilities that warrant new skills. Analyzes repeated friction patterns, failed tasks, and user workarounds to recommend skill creation. Use when discovering-skills finds nothing suitable.
Finds existing skills before building new ones. Searches local installations, official Anthropic repository, and community collections. Evaluates fit and recommends installation or adaptation.
Text-to-speech output using r9s audio API
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.
This skill should be used when the user asks to "write with self-critique", "critique and rewrite", "improve this draft", "write in my voice with iteration", or wants content generation that loops through draft...
This skill should be used when the user asks to "orchestrate agents", "run /orchestrate", "manage parallel agents", "coordinate multiple agents", "decompose this task", or needs patterns for multi-agent workflo...
Complete guide to the thought leadership content creation pipeline. Shows how to use voice-profile, trendmaster, content-interview, thought-leader-content, social-publisher, and content-analytics together.
Use when working with the AGI Memory System - creating memories, querying, testing, database operations, or understanding the memory architecture.
Knowledge base for measuring, analyzing, and optimizing content performance. Use when tracking metrics, analyzing patterns, or making data-driven content decisions.
This skill should be used when the user asks to "clone a SaaS", "build a typeform clone", "replicate calendly", "create an open source alternative to X", or wants to rapidly build functional clones of popular S...
This skill should be used when the user asks about "long-running agents", "antibrittle patterns", "agent reliability", "agents that run for hours", "run boxes", "context boundaries", or needs architecture guida...
Knowledge base for analyzing and replicating writing voice. Use when learning voice patterns or generating voice-matched content.
Executes the /clarify phase using AskUserQuestion tool to resolve ambiguities through structured questions (≤3), prioritization, and answer integration. Use when spec.md contains [NEEDS CLARIFICATION] markers,...
This skill conducts structured interviews to gather requirements. Auto-triggers when requirements are unclear, ambiguous, underspecified, when multiple valid approaches exist, when scope is undefined, or when C...
This skill orchestrates complete feature development using specialized agents. Use when the user says "build feature", "implement feature", "develop feature end-to-end", "full feature lifecycle", "orchestrate d...
Brief description of what this skill does and when to use it. Include trigger keywords that users would naturally mention.
Use when needing Claude bot review recommendations from PR - automatically waits for workflows (including Claude review) to complete, then extracts recommendations and returns concise summary without loading fu...
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool cal...
Create a new AFI skill in afi-skills from a canonical template, including SKILL.md and initial eval stubs, while keeping domains, risk levels, and determinism aligned with existing patterns.
This skill should be used when processing files in the inbox/ directory, organizing unstructured input, classifying content, or extracting actionable information. Triggered by requests like "process inbox", "or...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.