improvado-agentic-frameworks-and-skills

Open-source multi-channel campaign launcher. Orchestrates marketing experiments from ICP/positioning input through planning, creative production, and parallel channel launch (Google Ads, Meta Ads, email outreach). No proprietary infrastructure required — works with your own API keys. Use when user says "launch campaign", "campaign launcher", "experiment launch", "multi-channel campaign", "plan and launch experiment".

Use when user says "resume session", "what did I work on", or "find conversation about [topic]". Automatically searches, resumes, and analyzes Claude Code sessions. Handles session discovery, content search, and automatic session restoration from any directory.

Generate a CMO Cross-Channel Performance Dashboard — funnel-stage executive view of marketing spend, pull-through, and per-channel efficiency across Meta, Google, LinkedIn, TikTok, Reddit, TTD, and the Discovery API long tail. Single-screen, three-tab layout (Overview / Channels / Customer Journey) with reactive filter bar (period × channel × conversion event × attribution model). Warehouse-first (ClickHouse `_all_data` views) with Discovery API fallback for channels not in the warehouse; all data from real sources. Built via /business-intelligence-editor as ONE custom-component widget that contains the entire dashboard.

Generate a Daily Performance Console — multi-channel operational dashboard for performance marketers. Blended KPI strip (Spend / Impressions / Clicks / CTR / Conversions / CPA / CR / ROAS), per-channel split with health flags, universal trend chart with date / metric / channel filters, and three tabs (Warnings / Recommendations / Monthly Pacing). Discovery API only, all data live. Built via /business-intelligence-editor as ONE custom-component widget that contains the entire console.

AUTO-INVOKE when user asks to see, fetch, or check current/live/real-time data from any ad platform (Facebook/Meta, Google Ads, TikTok, LinkedIn, Pinterest, Bing, Snap, X, GA4, Google Sheets, etc.), inspect ad accounts/campaigns/ads, pull insights directly from a platform, or any task that requires calling `discoveryRequestTool`, `discoveryListConnectorsTool`, or `discoveryListAccountsTool`. Trigger phrases include: "current campaigns", "live data", "real-time metrics", "show me platform-name ads", "fetch from platform-name API", "what's in my platform-name", "check platform-name insights". Use BEFORE any direct platform API call — the skill defines the mandatory URL/version protocol.

Field mapping and data extraction setup - find report types and validate fields

File import workflow - upload CSV/Excel/TSV files, set up email-based, managed SFTP, or managed S3 file import into Improvado

Triggers on the "Full Marketing Audit" onboarding card OR phrases like "audit my account / agency / Google / Meta / what's wasting spend". Three phases — A connection check + heal (Discovery API only), B parallel per-channel audits (each loads only its own playbook), C synthesis via a single-custom-component-widget pattern. Idempotent — same `(workspace_id, audit_window_start_utc, '4.0.0')` triple → identical findings.

Manage Google Meet recordings, transcripts, and Gemini Notes from Google Drive. Use when user says 'list recordings', 'find recording', 'meeting transcript', 'meeting summary', 'Gemini notes', 'show recording', 'recording from [date]', 'what meetings were recorded', 'записи встреч', 'транскрипт встречи', 'саммари встречи'.

Auto-applies MECE/BFO framework (thesis, Mermaid TD/LR, numbered sections, Ground Truth) to ANY .md file creation.

Create, edit, and manage rules -- data governance rules, compliance rules, monitoring rules, alerts, MDG rules. Use when user asks to create a rule, set up alerts, or monitor metrics.

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 rated above 7/10 where multiple approaches exist and best solution matters.

Edit and run notebook/recipe cells with SQL, union, join operations

Full data QA flow for a recipe view — discovers pipeline topology, manages QA Requirements Documents (QRDs), runs hardcoded and QRD-defined quality checks, detects JOIN fan-outs, and resolves issues with user approval.

30-second basic security check for AI agents. Three plain checks any non-engineer can run — leaked credentials, prompt injection sinks, missing audit trail. Marketing-friendly report, no jargon, no false-positive noise. Works on Claude Code, Cursor, Cline, Codex, custom Python/TS agents. Triggers on "secure agents", "agent audit", "check my agent", "AI security check", or "АУДИТ", or after seeing the "If you don't give your team safe agents, they'll build unsafe ones" LinkedIn post.

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.

SQL import workflow - connect to MySQL/Postgres/MSSQL, pick a table or write a custom query, discover schema, preview rows, and create a scheduled extract

Create, edit, run, and debug Temporal workflow pipelines — pure Python Temporal workflows (with fan-out/fan-in, child workflows, signals, reusable activities) authored via `improvado-pipeline-sdk` and executed through the Workflow Manager API. Use when user asks about Temporal pipelines, Temporal workflow pipelines, `@workflow.defn`, tenant workflows, scheduled Temporal pipelines, or the `pipeline_sdk` / `improvado-pipeline-sdk`.

Build a Creative Performance Dashboard with creative thumbnails, per-creative performance metrics, fatigue segments, and Discovery API data. Use for weekly creative performance reports, creative galleries, and creative fatigue analysis across Google Ads, Facebook, LinkedIn, TikTok, and Pinterest.

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.

Field mapping and data extraction setup - find report types and validate fields

Triggers on the "Full Marketing Audit" onboarding card OR phrases like "audit my account / agency / Google / Meta / what's wasting spend". Three phases — A connection check + heal (Discovery API only), B parallel per-channel audits (each loads only its own playbook), C synthesis via a single-custom-component-widget pattern. Idempotent — same `(workspace_id, audit_window_start_utc, '4.0.0')` triple → identical findings.

Edit and run notebook/recipe cells with SQL, union, join operations

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.