youtube-to-knowledge-doc
Use when user provides YouTube URL and says "document this", "create notes", or "save this video". Automatically extracts transcript, determines folder placement, and generates Knowledge Framework documentation with MECE structure, Mermaid diagrams, and clickable timestamp citations.
mmm-model-builder
Build Marketing Mix Models with PyMC, adstock and saturation transforms, and mandatory out-of-sample validation. Use when user says "build MMM model", "построй MMM модель", "marketing mix model", or asks to train MMM on client data.
google-ads-experiments
Create and manage Google Ads A/B experiments via API. Use when user says 'A/B test', 'google ads experiment', 'split test campaign', 'эксперимент гугл', 'A/B кампании', or asks to test landing pages, ad copy, keywords, bids in Google Ads.
banner_text_copy
Generate structured banner ad copy and LinkedIn post text from landing pages and audience context. Use when user says "banner copy", "ad copy", "headline variants", "/banner_text_copy", or asks to prepare copy for banner design.
banners_design_nb
Generate Improvado marketing banner designs via HTML rendering, AI image generation (fal.ai), or Gemini batch generator. Use when user says "generate banners", "design banner", "/banners_design_nb", or asks for Google Ads creatives.
limitless-conversations
Retrieve and analyze Limitless.ai conversations for any date/period with PST timezone support, automatic theme extraction, and Knowledge Framework structured summaries. Use when user says 'my conversations', 'Limitless data', 'analyze my day'.
claude-code-sessions
Use when user says "resume session", "what did I work on", "find conversation about [topic]", or "get my messages". Automatically searches, resumes, and analyzes Claude Code sessions. Handles session discovery, content search, automatic session restoration, and message extraction.
claude-command-dispatcher
Use when the user asks to run or reuse a Claude Code custom command from .claude/commands (for example '/plan', '/tasks', '/specify', '/chat_sum'). Dynamically resolves any command file in .claude/commands without hardcoded command names.
multi-agent-orchestrator
Orchestrate parallel CLI agents (Claude Code, Codex, Gemini) for competitive evaluation. Use when user says "run multi-agent", "compare agents", "launch competitive evaluation", "use parallel agents", or complex tasks (>7/10) where multiple approaches exist and best solution matters.
gong-to-jira-notion
Run Gong to Jira/Notion pipeline to extract call insights and action items. Use when user says "process Gong call", "gong pipeline", "gong to jira", "запусти пайплайн", or provides a Gong call URL for processing.
gong-call-analyzer
Use when user says "analyze Gong call", "extract call transcript", "summarize customer call", "find calls with [client]". Automatically searches Gong calls in ClickHouse, extracts transcripts, creates summaries, and organizes in proper client folder structure.
notion-tasks-analyzer
Use when user says "show my zero inbox", "what critical tasks", or "analyze my tasks". Automatically queries Notion for unscheduled tasks, critical/urgent work, priority breakdown, and backlog health metrics. Perfect for daily planning.
notion-tasks-operations
Use when user says 'create Notion task', 'update task status', 'find user', 'my tasks', 'append to Notion page', 'insert block after', 'extract table from Notion'. Tasks DB + block operations + table extraction.
obsidian
Primary knowledge base operations - vault navigation, .base tables, MCP access, entity system. Use when user says "obsidian", "найди в обсидиан", "create page in vault", "query base", "vault structure".
restate-cloud-troubleshooting
Troubleshoot Restate Cloud failures via Admin API, including stuck invocations, determinism errors, and scheduler recovery. Use when user says "restate troubleshooting", "fix restate invocation", "почини restate", or asks to diagnose Restate errors.
session-summary
Summarize Claude Code sessions in Knowledge Framework format with key actions, files, and outcomes. Use when user says "summarize session", "session summary", or asks what happened in the current session.
claude-task-from-logseq
Execute autonomous tasks received from Logseq automation and write results back using PAGE_UUID-safe updates. Use when user says "execute Logseq task", "выполни задачу из логсек", or prompt contains AUTONOMOUS MODE with PAGE_UUID.
bee-daily-journal
Generate daily journal from Bee conversations + Google Calendar. Use when user says 'daily journal', 'journal for [date]', 'summarize my day', 'что я делал [дата]', 'дневник за [дату]'. Creates structured summary with Calendar vs Bee comparison, timeline Gantt, mind map by meetings/people, and action items.
knowledge-framework
Auto-applies MECE/BFO framework (thesis, Mermaid TD/LR, numbered sections, Ground Truth) to ANY .md file creation. shortcut for this skill md_kf
deploy-miras-vercel
Deploy Miras dashboards to Vercel. Use when user says "deploy miras", "vercel deploy", "deploy dashboards", "задеплой miras", "обнови дашборды". Handles production deployment with status reporting.
client-emails-extractor
Extract and organize client email communications from ClickHouse CS messages, filter non-client noise, and output clean markdown threads. Use when user says "extract client emails", "email threads for client", or requests client email communication analysis.
clickhouse-internal-analytics
Query ClickHouse Palantir shard (internal_analytics) for business metrics, Jira, customers. Use when user says "internal analytics", "biz_active_customers", "Palantir", "agency_id lookup". NOT for client im_XXXX data.
download-session-from-drive
Download and import Claude Code sessions from Google Drive. Browse available sessions with metadata, select desired session, and automatically install to current project for immediate resume. Use when recovering archived sessions, importing shared sessions from colleagues, or resuming work from different machines.
jira
Jira tickets via dual-source - API (mutations, attachments) OR ClickHouse (analytics, bulk). Use when user says "Jira ticket", "create issue", "ISD/PS/IMD ticket", "ticket analytics", "тикет жира".
improvado-mcp
Connect to Improvado MCP server for ClickHouse queries, Discovery API, workspace switching, finding connectors. Use when user says "query Improvado", "MCP", "switch workspace", "Discovery API", "find connectors", "get connections", "импровадо", "запрос к импровадо", "найти коннекторы", or needs Improvado internal data access.
hubspot
Query HubSpot data from ClickHouse internal_analytics - contacts, forms, deals, engagements, pre-qualification status. Use when user says "HubSpot contacts", "form submissions", "hubspot leads", "pre-qualification status", "hubspot engagements", "хабспот", "формы хабспот".
claude-task-from-obsidian
Execute tasks from Obsidian automation by reading task context and writing completion results back to the source file. Use when user says "execute Obsidian task", "выполни задачу из обсидиан", or prompt contains Obsidian file path plus line reference.
marketing-funnel
Analyze Improvado internal marketing attribution data, build funnel reports, and perform channel performance analysis. Use when user says "marketing funnel", "channel analysis", "marketing ROI", "анализ воронки", "маркетинговый фаннел", "ROI каналов", or requests Improvado marketing metrics, attribution analysis, or quarter-over-quarter comparisons.
graph-find
Parallel multi-algorithm Obsidian vault search. Without arguments — auto-summarizes current session and maps it to vault nodes. With query — runs 3 search methods in parallel (LLM semantic, MCP text+dataview, filesystem), deduplicates & ranks results. Use when user says: 'find in vault', 'what do we have about [topic]', 'найди в обсидиане', 'search obsidian', 'vault search', 'найди контекст', 'graph find', 'map session'.
graph-add
Smart content addition to Obsidian vault via 2-pass Gemini. Phase 1: navigate vault tree, Phase 2: expand + decide + write content. Claude reviews and executes. Use when user says: 'add to vault', 'save this to obsidian', 'добавь в обсидиан', 'create vault page', 'graph add', 'запиши в vault'.
google-chat
Send and read Google Chat messages to Spaces and DMs. Resolve person names via ClickHouse. Use when user says 'send gchat', 'read google chat', 'DM [person]', 'gchat [space]', 'отправь в чат', 'прочитай чат'.
gmail-operations
Use when user says "search emails from [person]", "download email attachments", or "create draft to [recipient]". Automatically searches, reads, downloads attachments, creates drafts, and sends messages via Gmail API. Handles client communications and email processing.
folder-finder
Use when user asks "where should I put this?" or wants to add new content. Automatically analyzes content type and recommends appropriate folder in chrome-extension-tcs (algorithms/client_cases/data_sources). Ensures proper organization by division and purpose.
fireflies-calls
Use when user says "find calls about [topic]", "get transcript for [meeting]", or "show calls with [person]". Automatically searches and analyzes Fireflies.ai call recordings. Extracts transcripts, summaries, action items, and meeting insights.
dts-raw-redash
Query raw DTS PostgreSQL via Redash tools.improvado.io. Use when user says "DTS raw", "DTS tables", "agencies table", "connections table", "dsas_extraction", "query DTS", "Redash tools".
dts-postgres
Query DTS PostgreSQL via Redash API for marketing data warehouse. Use when user says "DTS Postgres", "Redash query", "marketing warehouse", "funnel analysis".
skill-creator
Create/improve self-healing Claude Code skills with Knowledge Framework and version tracking. Use when user says "create skill", "improve skill", "update skill", "fix skill error", "создай скил", "улучши скил", or works with SKILL.md and SKILL_RELEASE_LOG.md files.
skill-public-git-sync
Automatically sync Claude Code skills to public GitHub repository with security sanitization. Use when updating public skills repo, syncing new skills, or ensuring no sensitive data leaks. Checks for API keys, credentials, absolute paths, and client-specific info before copying.
supabase-agent
Query and analyze Supabase AI Agent PostgreSQL chats, messages, and usage analytics through preconfigured access patterns. Use when user says "supabase agent", "query supabase", "analyze AI agent chats", or requests chat metrics from Supabase data.
sync-claude-session-git
Share Claude Code sessions between users via Git. Use when user says "push session", "share my session", "pull session from X", "get session from X", "дай сессию", "запушь сессию", "list sessions", "покажи сессии".
tmux-agents-multi-session
Launch Claude Code workers in tmux sessions. Use when user says "launch agent in tmux", "create worker session", "run parallel Claude", "запусти агента в tmux". Works via Bash (always) or MCP (if connected).
upload-session-to-drive
Upload current Claude Code session to Google Drive and optionally share with team members. Automatically handles authentication on first use. Use when need to share conversation context, archive session work, or collaborate with colleagues.
deploy-lps-vercel
Deploy paid ads landing pages (`paid-ads-lps`) to Vercel via API script without dashboard clicks and without large local uploads. Use when user says "deploy lp", "задеплой лендинг", "deploy paid-ads-lps", "обнови lp.improvado.io", or asks for fast/stable Vercel LP deploy.
company-intelligence
Unified company intelligence pipeline that auto-detects stage (prospect/active/dual) from SFDC, runs stage-appropriate prompts, and outputs to Obsidian vault. Use when user says 'company intelligence for [domain]', 'deal brief for [prospect]', 'analyze [company]', 'what do we know about [company]'. Merges Deal Intelligence Brief (prospects) and Client Intelligence (active customers) into one skill.
client-intelligence
Generate comprehensive project intelligence for Improvado clients. Use when user says "analyze client [name]", "client overview", "project intelligence for [client]", "what's happening with [client]". Automatically finds client folder, queries all context (Gong, Jira, emails), identifies 3-9 projects (MECE), generates detailed reports per project, and creates executive summary.
logseq
Operate Logseq workspace by reading and writing pages, searching blocks, and running graph analytics. Use when user says "add to Logseq", "create Logseq page", "search Logseq", "логсек", or "/logseq".
limitless-daily-summary
Use when user says "process Limitless for [date]", "analyze my conversations", or "create daily summary". Automatically fetches Limitless Pendant recordings, improves titles, deduplicates, and creates Knowledge Framework summary with concept/event taxonomy.
code-reviewer
Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security scanning, and review checklist generation. Use when reviewing pull requests, providing code feedback, identifying issues, or ensuring code quality standards.
troubleshooting-kubernetes
Diagnoses and fixes Kubernetes issues with interactive remediation. Use when pods crash (CrashLoopBackOff, OOMKilled), services unreachable (502/503, empty endpoints), deployments stuck (ImagePullBackOff, pending). Also use when tempted to run kubectl fix commands directly without presenting options, or when user says "just fix it" for K8s issues.
refining-requirements
Use when PRD is prose-heavy, ambiguous, has scattered file paths, missing API contracts, or says "similar to X" without explanation. Transforms rough requirements into implementation-ready specs. Auto-detects tech stack, validates file paths (EXISTS/CREATE/VERIFY markers), handles greenfield and multi-stack projects. Do NOT use for simple bug fixes, typos, or already-structured Jira tickets with clear file paths and acceptance criteria.
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