clarify
Clarify a task or decision through guided questioning
Discover Documentation skills, compare source repositories and read the instructions for each workflow.
Clarify a task or decision through guided questioning
Review memory bank state and create/update an implementation plan
Systematically gather source material for blog articles. GitHub history, session transcripts, code examples, screenshots. Use at RESEARCH stage of blog pipeline.
Publish blog articles to aiandi.dev. Frontmatter, SEO, deployment, verification, announcement. Use at PUBLISH stage of blog pipeline.
Review synthesis prep for the-art readiness. Verify thematic guidance format, not outline format. Gate before DRAFT stage.
Question template for Insight stories ('I discovered X while doing Y'). Arc: Routine → Disruption → Recognition → Understanding → Application. Use with question-design skill.
Create distinctive, production-grade layouts for aiandi.dev. Bold aesthetic vision + semantic token system. Use when designing pages, components, or visual treatments.
Design questions that elicit authentic insight and story material. Core skill for walk-and-talk guides and interviews. Draws from oral history, UX research, clean language, and motivational interviewing traditi...
Capture screenshots of aiandi.dev for visual verification. Puppeteer-based, outputs to /tmp. Foundation for the design-loop skill.
Prepare synthesis guidance for the-art. NOT an outline. Provides thematic guidance, narrative intent, and evidence library that enables synthesis instead of expansion.
Process walk recordings into usable research material. Transcription workflow, insight extraction, integration with pipeline. Use after WALK stage recording.
Multi-persona documentation review that catches quality failures AND signal mismatches. Produces prioritized edits, not assessment. Quality before signals.
Blog post review for authentic voice. Kill the slop. Keep the soul. Use before publishing blog posts or when a draft 'feels AI-generated'.
Question template for Journey stories ('How I learned X'). Arc: Challenge → Struggle → Discovery → Integration → Wisdom. Use with question-design skill.
Question template for Methodology stories ('Here's how to do X'). Arc: Problem → Experimentation → Discovery → Refinement → Teaching. Use with question-design skill.
Iterative visual design fine-tuning. Implement, capture, see with vision, assess, refine, repeat. The recursive loop where craft meets sight.
Expressing Robbie's authentic voice for AI and I blog. The voice teaches by demonstration, trusts through expectation, flows between poles without announcing shifts, and finds joy in structure clicking into pla...
Create talking guides for insight elicitation during physical walks. Use when you need human insight that benefits from embodied cognition, reflective thinking, or extraction of tacit knowledge. Triggers: 'walk...
Question template for Evolution stories ('X changed from A to B'). Arc: Origin State → Pressure → Transition → New State → Reflection. Use with question-design skill.
Synthesis of scried material with voice into unified teaching. The alchemical marriage of Sol (synthesis guidance) and Luna (fluid voice) to create the Philosopher's Stone (transmuted content).
Fact-check and verify technical accuracy of blog articles. Code examples, links, claims, dates. Use at TECHNICAL stage of blog pipeline.
Chat-based goal classification (habit/distance/speed/race) with constraint clarification. Use during onboarding or when user wants to update their running goals through conversation with weekly commitment disco...
Converts run telemetry into insights, recovery recommendations, and next-session nudges.
Converts run telemetry and user notes into structured reflections with confidence scores. Use after runs to capture qualitative feedback and generate next-step guidance with safety checks for pain or abnormal h...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.