founder-os

Scans Founder OS plugin deployment, scores coverage by business area, and produces an actionable automation scorecard. Used by /audit:scan and /audit:report commands.

Loads structured business context files into plugin execution context. Activates at the start of any plugin command to provide business knowledge, current strategy, and operational data. Plugins inline the loading logic directly (same pattern as gws CLI usage).

Read Google Calendar events and check availability using gws CLI. Use this skill when any Founder OS plugin needs to list events, check schedules, or query free/busy status — replaces Google Calendar MCP server read operations.

Create, update, and delete Google Calendar events using gws CLI. Use this skill when any Founder OS plugin needs to modify calendar events — replaces Google Calendar MCP server write operations.

Search, list, and retrieve Google Drive files using gws CLI. Use this skill when any Founder OS plugin needs to find, read, or export Drive files — replaces Google Drive MCP server read operations.

Upload, create, and update Google Drive files using gws CLI. Use this skill when any Founder OS plugin needs to write files to Drive — replaces Google Drive MCP server write operations.

Read Gmail messages and threads using gws CLI. Use this skill when any Founder OS plugin needs to search, list, or retrieve email messages — replaces Gmail MCP server read operations.

Send emails, create drafts, trash messages, and modify labels using gws CLI. Use this skill when any Founder OS plugin needs to write or modify Gmail data — replaces Gmail MCP server write operations.

Core gws CLI conventions for Founder OS plugins. Use this skill whenever working with any Google Workspace data (Gmail, Calendar, Drive) in any Founder OS plugin. Covers authentication checks, output formatting, error handling, and rate limit awareness.

MCP-to-gws CLI migration reference for Founder OS plugins. Use this skill when migrating a plugin from Google MCP servers to gws CLI commands, or when debugging migration issues.

Event observation system for the Adaptive Intelligence Engine. Defines event schema, observation conventions, and annotation templates that plugins use to emit structured events during execution.

Learning cycle for the Adaptive Intelligence Engine. Implements the Observe-Retrieve-Judge-Distill-Consolidate-Apply cycle for detecting and applying user preference patterns.

Tier 1 learning — detects user output preferences from repeated corrections and injects them as instructions into future plugin runs.

Seed data of known fallback paths for all 30 Founder OS plugins. Used by the self-healing module when a data source is classified as degradable.

Error classification, retry engine, and graceful degradation for Founder OS plugins. Classifies errors into four categories and applies appropriate recovery strategies.

Master reference for the Adaptive Intelligence Engine. Describes the four modules (hooks, learning, self-healing, routing), how plugins integrate, and the relationship to the Memory Engine.

Auto-inject relevant memories before plugin execution

Detect usage patterns and create/promote memories automatically after plugin execution

Core API for reading and writing cross-plugin shared memory in Founder OS. Use this skill whenever any plugin needs to store, retrieve, or query persistent memories. Covers initialization, store/retrieve/delete operations, confidence mechanics, and decay rules.

Adds --schedule flag support to any Founder OS plugin command. Generates P27 Workflow Automator YAML files behind the scenes so users can schedule recurring plugin execution without knowing P27 exists.

Converts meeting transcripts, email threads, and documents into structured Notion tasks. Activates when the user pastes text and wants action items extracted, asks 'what tasks are in this?', or needs to parse any content for to-dos, assignments, and commitments. Handles verb detection, owner inference, deadline parsing, and duplicate checking against HQ Tasks.

Synthesizes multi-source data into a structured daily briefing Notion page. Activates when the user wants a morning summary, daily overview, today's briefing, or asks 'what's on my plate today?' Covers schedule, priority emails, tasks, Slack highlights, and quick stats — handles partial data gracefully when sources are unavailable.

Scans unread emails and produces prioritized highlights using the Eisenhower urgent/important matrix. Activates for inbox highlights, email summaries, morning email scans, or any request to understand what's important in the inbox right now. Scores by sender importance, keywords, action flags, and recency — surfaces up to 10 highlights grouped by quadrant.

Analyzes today's calendar events and generates meeting prep notes with attendee context, pending items, and communication history. Activates for meeting preparation, calendar review, daily meeting summaries, or 'who am I meeting with today?' Classifies meetings by type, scores importance, and cross-references attendees against Gmail and Notion CRM.

Filters and prioritizes Notion tasks by due date for daily briefing inclusion. Activates when the user wants to see tasks due today, overdue items, daily task lists, or asks 'what do I need to do today?' Auto-discovers task databases, groups by project, flags overdue items, and handles multiple databases gracefully.

Aggregates client data from Notion CRM, Gmail, Calendar, and Drive into a comprehensive dossier. Activates when the user wants to load client context, pull client data, build a dossier, or asks 'tell me everything about [client].' Covers multi-source data gathering, deduplication, completeness scoring, and fuzzy matching across data sources.

Produces executive relationship summaries with health scores, sentiment analysis, and engagement metrics. Activates when the user wants a client brief, relationship assessment, engagement check, or asks 'how's our relationship with [client]?' Covers sentiment scoring, risk flagging, health formula calculation, and executive brief formatting.

Researches individual competitors via web search to gather pricing, features, positioning, and reviews. Activates when the user wants to research a competitor, gather intel on a company, or asks 'what does [company] offer?' Covers multi-source intelligence gathering across official sites, review platforms, and community discussions.

Synthesizes competitive research into strategic insights, SWOT analyses, and positioning recommendations. Activates when the user wants a competitive analysis, market positioning review, competitor comparison matrix, or asks 'how do we stack up against the competition?' Identifies market gaps and strategic opportunities.

Extracts structured terms from legal contracts across 7 categories (Payment, Duration, IP, Confidentiality, Liability, Termination, Warranty). Activates when the user has a contract to analyze, wants to extract terms, review an agreement, or asks 'what does this contract say?' Supports PDF, DOCX, MD, and TXT formats with auto contract-type detection.

Evaluates contracts for harmful, unusual, or one-sided clauses using Red/Yellow/Green risk classification. Activates when the user wants to find contract red flags, assess legal risks, check for unfair terms, or asks 'is this contract safe to sign?' Provides plain-English explanations and concrete mitigation suggestions for freelancers and agency founders.

Creates and manages activity records in the CRM Communications database with AI-generated summaries. Activates when the user wants to log an email or meeting to CRM, record a client interaction, or asks 'save this to the client record.' Handles idempotent operations, deduplication, and AI summarization.

Matches email addresses and meeting attendees to CRM contacts using progressive matching. Activates when the user needs to identify which client an email belongs to, resolve a contact, or look up a client from an email address. Uses a 5-step algorithm from exact email match to fuzzy name matching with confidence scoring.

Orchestrates the full sync pipeline from Gmail and Calendar data to CRM Communications records in Notion. Activates when the user wants to sync emails or meetings to CRM, log client activities, or asks 'update my CRM with recent communications.' Handles single-item and batch sync with deduplication and error recovery.

Answers questions from Google Drive documents and generates summaries with inline citations. Activates when the user wants to ask about a document, summarize a Drive file, extract information, or asks 'what does this doc say about [topic]?' Handles multi-format extraction, answer synthesis, confidence assessment, and graceful no-answer responses.

Searches and navigates Google Drive to find files, list folders, and rank results by relevance. Activates when the user wants to find a file in Drive, browse folders, search for documents, or asks 'where's that spreadsheet?' Handles search query formulation, file type detection, folder traversal, and relevance scoring.

Classifies receipts and invoice files into the standard 14-category expense taxonomy during report assembly. Activates when the user wants to categorize expenses, classify receipts, determine expense types, or asks 'what category is this?' Covers vendor-based classification, tax-deductibility flags, budget code mapping, and confidence scoring.

Generates comprehensive Markdown expense reports from invoice data and local receipt files. Activates when the user wants an expense report, spending breakdown, category summary, or asks 'show me my expenses for [period].' Aggregates from Notion Finance DB and local files with 7-section structure, trend analysis, and period-over-period comparisons.

Identifies sent emails awaiting replies and detects promises in email threads. Activates when the user wants to check follow-ups, find unanswered emails, track pending responses, or asks 'who hasn't gotten back to me?' Scans sent mail, detects bidirectional promises, scores urgency by age and relationship importance, and filters noise via smart exclusion rules.

Drafts professional follow-up nudge emails calibrated by elapsed time and relationship type. Activates when the user wants to follow up on an unanswered email, write a reminder, nudge someone, or asks 'how should I follow up on this?' Handles 3 escalation levels (gentle/firm/urgent) with tone matching for clients, colleagues, and vendors — avoids passive-aggression and common anti-patterns.