提示词
提示词工程与模板
youtube-srt
BlackBeltTechnology
Download YouTube subtitles (SRT + timestamped TXT) for a channel, playlist or video via yt-dlp, no media download; optionally mine them into a categorized catalog (e.g. AI models by function, open weights, local runnability, hardware tier). Use on "download the srt of this video", "transcripts of channel X for the last N months", "catalog the models AI Search talked about", "update docs/models".
ctf-ai-ml
ljagiello
Provides AI and machine learning techniques for CTF challenges. Use when attacking ML models, crafting adversarial examples, performing model extraction, prompt injection, membership inference, training data poisoning, fine-tuning manipulation, neural network analysis, LoRA adapter exploitation, LLM jailbreaking, or solving AI-related puzzles.
environmental-scanning-foresight
lyndonkl
Use when scanning external trends for strategic planning, monitoring PESTLE forces (Political, Economic, Social, Technological, Legal, Environmental), detecting weak signals (early indicators of change), planning scenarios for multiple futures, setting signposts and indicators for early warning, or when user mentions environmental scanning, horizon scanning, trend analysis, scenario planning, strategic foresight, futures thinking, or emerging issues monitoring.
chain-spec-risk-metrics
lyndonkl
Use when planning high-stakes initiatives (migrations, launches, strategic changes) that require clear specifications, proactive risk identification (premortem/register), and measurable success criteria. Invoke when user mentions "plan this migration", "launch strategy", "implementation roadmap", "what could go wrong", "how do we measure success", or when high-impact decisions need comprehensive planning with risk mitigation and instrumentation.
estimation-fermi
lyndonkl
Use when making quick order-of-magnitude estimates under uncertainty (market sizing, resource planning, feasibility checks), decomposing complex quantities into estimable parts, bounding unknowns with upper/lower limits, sanity-checking strategic assumptions, or when user mentions Fermi estimation, back-of-envelope calculation, order of magnitude, ballpark estimate, triangulation, or needs to assess feasibility before detailed analysis.
edit-flow
BlackBeltTechnology
Create and edit pi-flows flows and agents from the main session. Use when the user wants to create a new flow, add or change an agent, or edit an existing flow/agent. Covers agent frontmatter, flow YAML, step types, model references, the flow_agents and flow_write tools, write locations, and how to fix validation errors.
prompt-refiner-claude
Factory-AI
Refine prompts for Claude models (Opus, Sonnet, Haiku) using Anthropic's best practices. Use when preparing complex tasks for Claude.
skill-parallel-agents
nyldn
Multi-tentacled orchestration using Double Diamond methodology. Use when: PRIORITY TRIGGERS (always invoke immediately):. "/octo:multi" (explicit command). "run this with all providers", "run with all providers"
skill-resume-enhanced
nyldn
Enhanced session resumption resilient to context clearing. Use when: AUTOMATICALLY ACTIVATE when:. User says "resume", "continue", "pick up where we left off". User asks "what was I working on", "where did we leave off"
flow-discover
nyldn
Multi-AI research using Codex and Gemini CLIs (Double Diamond Discover phase). Use when: AUTOMATICALLY ACTIVATE when user requests research or exploration:. "research X" or "explore Y" or "investigate Z". "what are the options for X" or "what are my choices for Y"
skill-knowledge-work
nyldn
Override context auto-detection (Dev vs Knowledge mode)
skill-validate
nyldn
Multi-AI validation combining debate, quality scoring, and issue extraction
flow-define
nyldn
Multi-AI requirements scoping using Codex and Gemini CLIs (Double Diamond Define phase). Use when: AUTOMATICALLY ACTIVATE when user requests clarification or scoping:. "define the requirements for X". "clarify the scope of Y"
skill-debate-integration
nyldn
Internal: quality gates and export for AI debates. Use when: AUTOMATICALLY ACTIVATE when:. User runs /debate command. AI Debate Hub (.dependencies/claude-skills/skills/debate.md) is present
sys-configure
nyldn
Configure Claude Octopus providers and preferences. Use when: Use this skill when the user wants to "configure Claude Octopus", "setup octopus",. "configure providers", "set up API keys for octopus", or mentions octopus configuration.
flow-develop
nyldn
Multi-AI implementation using Codex and Gemini CLIs (Double Diamond Develop phase). Use when: AUTOMATICALLY ACTIVATE when user requests building or implementation:. "build X" or "implement Y" or "create Z". "develop a feature for X"
skill-debate
nyldn
Structured three-way AI debates between Claude, Gemini, and Codex. Use when: AUTOMATICALLY ACTIVATE when user says:. "/debate <question>". "run a debate about X"
skill-context-detection
nyldn
Auto-detect work context (Dev vs Knowledge) for workflow tailoring
skill-meta-prompt
nyldn
Generate optimized prompts using proven techniques. Use when: Use PROACTIVELY when user wants to:. "create a prompt for", "write a prompt for". "optimize this prompt", "improve this prompt"
code-review
pipecat-ai
Automated code review for pull requests using multiple specialized agents
stakeholder-requirements-gathering
nimrodfisher
Structured requirements elicitation for analysis requests. Use when scoping new analysis projects, clarifying ambiguous business questions, or documenting analysis acceptance criteria with stakeholders.
route
ypollak2
Route a task to the best LLM based on task type and complexity
analysis-retrospective
nimrodfisher
Post-analysis learning and process improvement. Use when completing major analysis projects, documenting lessons learned, or improving team analytical practices.
Short-Form Video Clip Pipeline — Skill
ericosiu
Clip too long: Claude sometimes overshoots. The pipeline auto-trims clips >90s to 75s.