金融
个人理财、预算与财务工具
competitive-analysis
yonatangross
"Strategic analysis frameworks including Porter's Five Forces (industry attractiveness), SWOT (internal positioning), and competitive landscape mapping with battlecard generation. Produces competitor profiles, feature gap analysis, and positioning recommendations. Use when analyzing market position, evaluating threats, or building sales battlecards."
multimodal-llm
yonatangross
Vision, audio, video generation, and multimodal LLM integration patterns. Use when processing images, transcribing audio, generating speech, generating AI video (Kling v3, Sora 2, Veo 3.1 std/lite/fast, Runway Gen-4.5 via gen4_turbo), or building multimodal AI pipelines.
dream
yonatangross
"Nightly memory consolidation — prunes stale entries, merges duplicates, resolves contradictions, rebuilds MEMORY.md index. Use when memory files have accumulated over many sessions and need cleanup. Do NOT use for storing new decisions (use remember) or searching memory (use memory)."
build
bdfinst
Execute an approved implementation plan in small per-behavior batches. Reads the plan, implements each step one behavior at a time in the Code-First Small Batches cadence with a refactor on every green, runs inline review checkpoints, and produces verification evidence. Use when the user says "build this", "implement the plan", "start building", or after /plan has been approved.
benchmark
bdfinst
Capture runtime performance metrics (Core Web Vitals, resource sizes, load times) for web pages. Compare against baselines and performance budgets. Use when the user says "benchmark", "check performance", "page speed", "web vitals", "performance regression", or "how fast is this page".
context-loading-protocol
bdfinst
Decide which agents and skills to load for a given task. Use at the start of every task to select the minimum viable context load, calculate the token budget, and stay below the 40% utilization ceiling.
domain-driven-design
bdfinst
Model software around the business domain. Use when designing bounded contexts, defining aggregates and value objects, mapping context relationships, or working with complex business logic. Apply before implementation to prevent model drift.
economy
SimHacker
Currency and trade — gold flows where stories lead
domain-driven-design
yonatangross
Domain-Driven Design tactical patterns for complex business domains. Use when modeling entities, value objects, domain services, repositories, or establishing bounded contexts.
sprint-velocity-analysis
mohitagw15856
"Analyze sprint velocity data and produce an engineering team health report covering delivery trends, capacity utilization, and improvement recommendations. Use when asked to analyze sprint velocity, review team delivery health, identify delivery risks, or produce a retrospective data analysis. Produces a velocity trend analysis, health diagnosis table, top improvement recommendations with implementation steps, and a next-sprint capacity forecast."
grant-proposal
mohitagw15856
"Write a structured grant proposal or funding application for any grant type. Use when asked to write a grant proposal, funding application, research grant, charitable grant, or innovation fund application. Produces a complete proposal with project summary, rationale, methodology, impact, and budget narrative."
service-catalog-entry
mohitagw15856
"Write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, SLAs, API contract summary, data classification, dependencies, operational runbooks, and known limitations. Use when asked to document a service for an internal developer portal, write a service README for a platform catalog, create a service overview page, or onboard a new service to a service registry. Produces a complete service catalog entry suitable for an internal developer portal or wiki."
social-ad-campaign
mohitagw15856
"Plan and write a paid social advertising campaign. Use when asked to build a paid social campaign, create Meta/LinkedIn/TikTok/X ad copy, define a social ad strategy, or plan an advertising funnel across social platforms. Produces a complete campaign plan with audience targeting, ad set structure, copy for each ad format, budget allocation, and measurement framework."
negotiating-offers
RefoundAI
Help users negotiate job offers and compensation. Use when someone is negotiating salary, equity, or other terms of a job offer, preparing for a compensation conversation, or asking how to ask for more money.
full-text-search
lobehub
'LobeHub product full-text search architecture and operations. Use for FtsSearchRepo, pg_search or Elasticsearch providers, search projections and mappings, reindexing, Outbox capture/sync, provider switching, search analytics, or search performance. Not for agent web-browsing tools.'
explore
bdfinst
Charter-driven exploratory testing of a running feature or endpoint. Dispatches the QA Engineer in "Chaos Specialist" mode to probe with structured heuristics (Goldilocks, Happy-Path Divergence, Telemetry Deepening, Invariant Probing, CRUD Sweep), run adversarial expansion, and auto-triage critical defects into an incremental report. Use when the user says "explore this endpoint", "poke at this feature", or wants hands-off exploratory testing of a live target.
exploratory-testing
bdfinst
Charter-driven exploratory testing — probe a running feature/endpoint with structured heuristics, evaluate charter quality, run adversarial expansion, classify defects, and auto-triage critical findings into an incremental report. Use when the user runs /explore, says "explore this endpoint", "poke at this feature", "find bugs in the running app", or wants hands-off exploratory testing of a live target.
performance-benchmark
bdfinst
Capture runtime performance metrics (Core Web Vitals, resource sizes, load times) against defined budgets. Compare to baselines, flag regressions, and maintain trend history. Complements the code-level performance-review agent with actual runtime measurement.
cost-report
bdfinst
Report actual token spend and dollar cost of dispatched work — per agent and total — and flag cost regressions. Use when the user asks "how much did that cost", "token spend", "cost of this run", "cost report", or wants to check for a cost regression after /code-review or an orchestration run.
risk-register
mohitagw15856
"Build and maintain a project or product risk register. Use when asked to create a risk register, identify project risks, build a risk matrix, or document risks and mitigations for a programme. Produces a complete risk register with likelihood/impact scoring, RAG status, ownership, and prioritised mitigations."
financial-model-narrative
mohitagw15856
"Turn financial model outputs into a clear written narrative. Use when asked to write a financial narrative, explain a financial model, summarise a P&L, or translate spreadsheet numbers into a board-ready story. Produces an executive narrative with key insights, drivers, and forward-looking commentary."
style-editing
Agenta-AI
Apply Joseph Williams' clarity principles when writing or editing prose. Use when drafting technical or business writing, diagnosing unclear sentences, rewriting passive or abstract prose, or any time the user references Williams, "Style: Lessons in Clarity and Grace," or "Style: The Basics of Clarity and Grace."
shopify-admin-skills
40RTY-ai
Master skill collection for Shopify store operators. Provides access to all merchandising, marketing, support, and operations capabilities.
vendor-evaluation
mohitagw15856
"Create a structured vendor evaluation framework for any procurement decision. Use when asked to evaluate vendors, compare suppliers, run an RFP scoring process, or assess a software or service provider. Produces a weighted scorecard, evaluation criteria, and recommendation framework."