Autonomous operating officer for Mentilead. Reads all domain state, operates autonomously on routine work (research, delegation, state updates), and escalates only decisions requiring founder judgment. Produces a daily briefing showing completed autonomous actions and items needing approval. Use when the user wants to know what to do today, wants a strategic overview, or wants to review pending actions.
Capture experiment observations — agent decisions, failures, escalations, contradictions between enterprise advice and personal practice, autonomy milestones. Quick capture (under 60 seconds) with automatic type-specific reflection prompts, standalone reflection mode for older observations, and monthly review with autonomy score. Use when the user wants to log something that happened.
Sub-skill invoked by the COO. Reads agent-comms inbox results and outbox status, detects stale items, writes delegation files for code tasks, and returns structured Claude Code task data for the COO briefing.
Sub-skill invoked by the COO. Searches Gmail for business-relevant emails, categorizes them, autonomously handles infrastructure alerts and noise, drafts replies for support and opportunity emails, and returns structured email highlights and escalation items for the COO briefing.
Draft publication-ready content with anti-AI quality enforcement. Runs Personal Voice Protocol before Substack/LinkedIn drafts to gather real material AI cannot fabricate. Applies a five-pass Quality Gate that scans for banned patterns, fixes rhythm, and verifies personal material before presenting any draft. Synthesizes from the observation log into platform-specific formats: Substack, LinkedIn, Medium. Always reads voice.md and experiment-thesis.md before generating output.
Optimize a Shopify App Store listing for maximum installs. Helps with app title (30 chars), subtitle (62 chars), keywords (20 terms), description copy, screenshot strategy, and demo video planning. Use when user needs help with app store listing, ASO, keywords, app description, screenshots, or conversion rate optimization.
Track and analyze the Autonomy Score — the experiment's primary KPI. Measures what percentage of Mentilead operational decisions required no human input over a rolling period. Three modes: update decision counts, review the current score with chapter-appropriate context (5-second check), or analyze trends across months. Use when updating the autonomy log, checking the score, or analyzing decision patterns over time.
Plan and execute content marketing strategy for Shopify app growth. Generates content ideas, creates content calendar, maps content to funnel stages, and tracks distribution. Use when user needs help with blog posts, content calendar, SEO strategy, content ideas, content distribution, Reddit strategy, or comparison articles for their Shopify app.