数据处理
数据转换、清洗与 ETL
pomasa
eXtremeProgramming-cn
Generate declarative multi-agent systems (MAS) using POMASA pattern language. Use when building agent pipelines, orchestrating multiple AI agents, or creating research automation workflows. Supports patterns like Prompt-Defined Agent, Orchestrated Pipeline, Filesystem Data Bus, and Verifiable Data Lineage.
ghost-scan-secrets
ghostsecurity
Ghost Security - Secrets and credentials scanner. Scans codebase for leaked API keys, tokens, passwords, and sensitive data. Detects hardcoded secrets and generates findings with severity and remediation guidance. Use when the user asks to check for leaked secrets, scan for credentials, find hardcoded API keys or passwords, detect exposed .env values, or audit code for sensitive data exposure.
ghost-scan-deps
ghostsecurity
Ghost Security - Software Composition Analysis (SCA) scanner. Scans dependency lockfiles for known vulnerabilities, identifies CVEs, and generates findings with severity levels and remediation guidance. Use when the user asks about dependency vulnerabilities, vulnerable packages, CVE checks, security audits of dependencies, or wants to scan lockfiles like package-lock.json, yarn.lock, go.sum, or Gemfile.lock.
composable-mini-apps
BuilderIO
Build many focused workspace apps that compose through agent discovery and A2A. Use when designing headless mini-apps or cross-app workflows.
design-of-experiments
lyndonkl
Use when optimizing multi-factor systems with limited experimental budget, screening many variables to find the vital few, discovering interactions between parameters, mapping response surfaces for peak performance, validating robustness to noise factors, or when users mention factorial designs, A/B/n testing, parameter tuning, process optimization, or experimental efficiency.
spec-coherence-check
BlackBeltTechnology
Sweep all active OpenSpec proposals for staleness, conflicts, and obsolescence against the current codebase and archived changes. Use when proposals may be outdated, when checking cross-proposal conflicts, or before starting a batch of implementations. Produces a gap-analysis report, updates a priority queue file, and can auto-fix trivial issues or guide conversations for complex ones.
hyperframes-showreel
BlackBeltTechnology
"Turn real screen and site footage into a rhythmic showreel rendered with HyperFrames: sampling, edit script, redacted clips, a generated composition, Veo only as additive FX, music edit + camera punches, delivery render and export QA. Use on \"make a showreel from these recordings\", \"build the HyperFrames video\", \"assemble the footage edit\", \"render and QA the showreel\"."
canvas-webapp
BlackBeltTechnology
Render a React/Vite (or any bundled) web app on the pi-dashboard canvas, which loads loopback URLs in a sandboxed opaque-origin iframe. Use when a canvas(target:{kind:"url" "server"}) target shows up blank white, an empty surface, or a /live/<id> 500 ECONNREFUSED. Covers why Vite dev servers and non-CORS static servers fail there, and the static-build + CORS-server recipe that works.
beat-sync-video
BlackBeltTechnology
"Lock a picture edit to a music edit: scene boundaries on downbeats and drops, plus irregular camera-punch hits from bass re-entries and vocal hooks (<stem>_hits.json, schema music-hits/1) with a HyperFrames adapter recipe. Use on \"sync the video to the beat\", \"add camera punches on the drops\", \"cut on the music\", \"make the edit hit the drop\"."
veo-generator
BlackBeltTechnology
'Render a scripted video project into mp4 clips with the Google Veo 3.1 API. Reads a project''s shot package (shots/*.md), one clip per camera cut, reusing each shot''s prompt and sketch — world anchor only with --with-reference, seed unless --no-seed. Use on "render the Veo video for <project>", "generate the videos from the shot scripts", "make the clips with Veo".'
footage-redaction
BlackBeltTechnology
"Bake redaction into screen-recording or camera footage from a JSON spec: fixed crops, time-windowed logo removal, and blurs that switch on only while a detected UI element is on screen, then verify on contact sheets. Use on \"redact this recording\", \"blur the IP / e-mail / URL\", \"remove the watermark\", \"cut clips with redaction baked in\"."
global-stock-data
simonlin1212
美股港股全栈数据工具包 — 覆盖行情(新浪+腾讯+东财push2)、K线(新浪+Yahoo)、技术指标(MA/MACD/RSI/KDJ/布林带)、基本面(东财datacenter三表+GMAININDICATOR+Yahoo quoteSummary+SEC XBRL)、资金面(东财push2his日级资金流)、期权(Yahoo)、SEC Filing(EDGAR)、搜索与工具(东财search+Yahoo+SEC CIK+全市场列表)八层数据源，内嵌全部调用代码，自包含零依赖外部文件。适用于美股港股个股分析、全市场筛选、财报解读、期权策略、SEC文件检索、资金流追踪、机构持仓分析等场景。
brenda-database
davila7
"Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis."
decision-matrix
lyndonkl
Use when comparing multiple named alternatives across several criteria, need transparent trade-off analysis, making group decisions requiring alignment, choosing between vendors/tools/strategies, stakeholders need to see decision rationale, balancing competing priorities (cost vs quality vs speed), user mentions "which option should we choose", "compare alternatives", "evaluate vendors", "trade-offs", or when decision needs to be defensible and data-driven.
grant-proposal-assistant
lyndonkl
Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01, R21, K-series, significance, innovation, approach section, grant writing, proposal review, research strategy, or needs help with fundable hypothesis, reviewer-friendly structure, or compliance with grant guidelines.
career-document-architect
lyndonkl
Use when writing or reviewing career documents including research statements, teaching statements, diversity statements, CVs, or biosketches. Invoke when user mentions research statement, teaching philosophy, diversity statement, biosketch, academic CV, faculty application, or needs help with career narrative, positioning, or professional documents for academic advancement.
data-schema-knowledge-modeling
lyndonkl
Use when designing database schemas, need to model domain entities and relationships clearly, building knowledge graphs or ontologies, creating API data models, defining system boundaries and invariants, migrating between data models, establishing taxonomies or hierarchies, user mentions "schema", "data model", "entities", "relationships", "ontology", "knowledge graph", or when scattered/inconsistent data structures need formalization.
chain-estimation-decision-storytelling
lyndonkl
Use when making high-stakes decisions under uncertainty that require stakeholder buy-in. Invoke when evaluating strategic options (build vs buy, market entry, resource allocation), quantifying tradeoffs with uncertain outcomes, justifying investments with expected value analysis, pitching recommendations to decision-makers, or creating business cases with cost-benefit estimates. Use when user mentions "should we", "ROI analysis", "make a case for", "evaluate options", "expected value", "justify decision", or needs to combine estimation, decision analysis, and persuasive communication.
decomposition-reconstruction
lyndonkl
Use when dealing with complex systems that need simplification, identifying bottlenecks or critical failure points, redesigning architecture or processes for better performance, breaking down problems that feel overwhelming, analyzing dependencies to understand ripple effects, user mentions "this is too complex", "where's the bottleneck", "how do we redesign this", "what are the key components", or when optimization requires understanding how parts interact.
wordcraft
BlackBeltTechnology
Headless word processing with WordCraft (DOCX/ODT/RTF, 600+ editing commands, format conversion, PDF export), provisioned on demand by pi-craft. Use for "write a report as a docx", "convert this markdown to a Word document", "turn this docx into a pdf", "append a paragraph to this docx", "extract the text of this docx".
distill-session-knowledge
BlackBeltTechnology
'Offline-mine this project''s pi session JSONL logs into reusable, verified knowledge: extracts faults, decisions, corrections, procedures and docs, promotes only recurring patterns, and routes artifacts into skill_manage, memory and docs. Use on "mine my sessions", "distill session knowledge", "extract lessons from logs", "turn my pi history into skills/memory".'
code-connect-components
figma
Connects Figma design components to code components using Code Connect. Use when user says "code connect", "connect this component to code", "connect Figma to code", "map this component", "link component to code", "create code connect mapping", "add code connect", "connect design to code", or wants to establish mappings between Figma designs and code implementations. Requires Figma MCP server connection.
n8n-workflow-patterns
czlonkowski
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.
visual-explainer
nicobailon
Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of technical concepts. Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.