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Found 862 Skills
Architecture audit that maps module dependencies, checks layering integrity, and flags structural decay across a codebase, drawing on twelve classic engineering books. Triggers when: user asks to audit architecture, review folder/module structure, check for circular imports, understand how the codebase is organized, or asks "does this follow clean architecture?", "why does everything depend on everything?", "are our layers correct?", "where should this code live?". Also triggers for onboarding requests: "explain this codebase to a new developer" or "give me a codebase tour" (use onboarding mode). Also triggers when user mentions: dependency inversion / hexagonal architecture / bounded contexts / circular imports / tangled dependencies / module coupling / package structure / spaghetti code / directory layout. Use this skill proactively when project structure, module boundaries, or architectural decisions are discussed — even without the word "audit". Do NOT trigger for: PR-level code review (use brooks-review) or line-level refactoring questions — this skill analyzes structural/module-level concerns, not individual functions.
Define initial seed data for Steedos objects using .data.json, .data.yml, or .data.csv files in main/default/data/. Records are imported on service startup (insert-only) and on space initialization (upsert). Covers file naming, record structure, _id requirement, template variables (${space_id}, ${space_owner_id}), EJSON date format, and import behavior (onlyInsert vs upsert).
Build search applications and query log analytics data with OpenSearch. Use this skill when the user mentions OpenSearch, search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, or any related search topic. Also use for log analytics and observability — when the user wants to set up log ingestion, query logs with PPL, analyze error patterns, set up index lifecycle policies, investigate traces, or check stack health. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, traceId, OpenTelemetry, or log analytics without mentioning OpenSearch.
Daniel Kahneman's Cognitive Diagnostic applied to a decision, strategy, or business evaluation. Spawns a team of specialist agents — System Detector, Substitution Mapper, Prospect Theorist, Noise Auditor, Outside Viewer — who each apply a different lens from Kahneman's cognitive architecture to audit the decision for bias, noise, and cognitive traps. The lead synthesizes into a contamination assessment: which cognitive systems are operating, which substitutions are active, and whether the decision should proceed, be corrected, or be restructured. Use when the user says "kahneman this", "check my thinking", "am I biased", "audit this decision", "what am I missing", or presents any decision, strategy, or evaluation they want cognitively stress-tested. Works standalone or as a companion to /munger (Munger evaluates the business; Kahneman audits the thinking about the business).
Annie Duke's Decision Quality framework applied to a business decision. Spawns a team of specialist agents — Resulting Auditor, Calibrator, Pre-Mortem Analyst, Quit Strategist, Process Architect — who each apply a distinct lens from Duke's framework to evaluate whether a decision is sound regardless of outcome. The lead synthesizes into a stacking analysis: which biases are operating, which process flaws exist, and the honest Duke verdict. Use when the user says "duke this", "is this a good bet", "should I quit", "evaluate this decision", or faces any high-stakes choice under uncertainty and wants rigorous decision-process analysis. Works as a standalone analysis or after /office-hours.
Generative ideation engine. Takes a domain, trend, question, or constraint and produces 15-30 novel possibilities — things that might be true, businesses that could exist, futures that could unfold. Spawns a team of 6 specialist agents — Signal Scout, Analogist, Inverter, Combinator, Contrarian, Futurist — who each generate ideas from a distinct creative angle. The lead cross-pollinates across agents, finds unexpected combinations, and ranks the output by novelty × plausibility. Use when the user says "brainstorm", "what could exist", "what's possible", "generate ideas", "what might be true", "possibilities", or presents a domain and wants divergent exploration rather than evaluation of a specific idea.
Guides systematic PyTorch recommender-system model development across compact data facts, existing source code, configs, focused tests, and training loops without overloading context from broad research archives. Use when building, debugging, or refactoring torch/nn.Module RecSys models with Transformer/HSTU/attention blocks, sparse/dense/list feature fusion, pCVR/CTR heads, ablation axes, or competition codebases where many model ideas exist but bugs and interface drift must be controlled. 用来指导推荐系统 PyTorch 模型开发、Transformer/HSTU 建模、关键数据事实、特征交互、shape/debug、训练闭环和已有模型结构的系统化推进。
Beehiiv platform help — newsletter publishing, audience growth, monetization (ad network, paid subscriptions, Boosts), referral programs, email automations, website builder, API. Use when beehiiv emails are going to spam on shared IPs, ad network isn't generating revenue, Boosts aren't converting, paid subscriptions have Stripe issues, automations are limited to 30 days, referral program rewards aren't working, website builder is buggy, or API calls are failing. Do NOT use for general newsletter monetization strategy (use /sales-newsletter) or growing your subscriber list strategy (use /sales-audience-growth).
Aspire platform help — word-of-mouth commerce for influencer marketing, product seeding, affiliate tracking, UGC sourcing, and paid social. Covers Discovery (170M+ profiles, Quickmatch AI, image recognition), Campaign Management (lifecycle tracking, content approval, term sheets), Product Seeding (Shopify gifting, shipping), Affiliate Tracking (promo codes, attribution), UGC & Content (library, repurposing for ads), Paid Social (TikTok Spark Ads, Meta whitelisting), Creator Payments (free processing). Integrates with Shopify, WooCommerce, Meta, TikTok, Pinterest, Klaviyo, CJ, Impact, ShareASale/Awin. Use when Aspire discovery isn't surfacing the right creators, product seeding orders aren't syncing with Shopify, affiliate tracking isn't attributing sales, content approvals are bottlenecked, not sure which Aspire plan fits, or integrations aren't connecting properly. Do NOT use for influencer strategy across platforms (use /sales-influencer-marketing) or affiliate program design (use /sales-affiliate-program).
Nooks platform help — AI-native sales engagement workspace with parallel dialer, multi-channel sequencing, real-time coaching, and waterfall enrichment. Use when SDR team needs to increase connect rates with parallel dialing, reps are getting numbers flagged as spam during cold calling, setting up multi-channel sequences across calls email SMS and social in Nooks, configuring AI coaching scorecards or roleplay scenarios, evaluating Nooks vs Orum vs Koncert for parallel dialing, prospects complain about awkward delay when answering parallel dialer calls, or setting up waterfall enrichment across multiple data providers. Do NOT use for building a general coaching program (use /sales-coaching) or general outbound cadence strategy (use /sales-cadence).
Offer a structured but non-clinical space for a PhD student or researcher to check in on their mental and emotional state, especially around imposter syndrome, guilt about rest, chronic over-promising, and burnout signals. Use this skill when the user expresses feelings of inadequacy, constant comparison to peers, fear of disappointing their advisor, guilt about taking time off, or exhaustion that isn't just physical. Trigger on phrases like "I feel behind", "everyone is smarter than me", "I can't rest", "I'm burned out", "imposter syndrome", "I'm not good enough", "I'm afraid of disappointing", "I should be working", or whenever the tone of the user's message suggests emotional strain rather than a technical question. Also trigger gently if these signals appear incidentally in a task-focused conversation.
Vi — HR Specialist and Execution Orchestrator for MEL/SRHR work. Receives an approved plan from Ann (or directly from Ane), designs the specialist roster, spawns specialists as subagents, reviews their outputs, compiles the final product, and returns it. General-purpose — invoked by Ann via Agent tool, or directly by Ane when a plan is already approved.