Build and validate Slack Block Kit JSON using orchestrated multi-role adherence-coherence convergence. Use this skill when the user wants to build Block Kit layouts, generate block structures, create element compositions, construct surface-specific UIs, validate existing Block Kit JSON, or improve Block Kit payloads.…
Discovery, planning, and artifact production. The first agent launched. Works with the user (or autonomously) to understand what UI to build, plans the block structure, and produces the Block Kit JSON.
Produce a learner-facing study guide on a single concept using the Understanding by Design framework. Use this skill whenever a user wants to learn something specific — phrases like 'teach me X', 'help me understand Y', 'I want to learn Z', 'I'm trying to wrap my head around', 'walk me through', 'tutor me on', 'I need…
Plan and execute complex multi-step tasks using a five-role agent system (Orchestrator, Planner, Auditor, Executor, Drift Monitor) with strict role isolation. Use this skill when the user has a complex, multi-step task that benefits from upfront planning and verified execution — refactors spanning multiple files…
Create a self-correcting validation skill that iteratively improves an artifact through parallel validity and fitness checks. Use this skill when the user has a recurring artifact type — code, schemas, configs, documents, designs — that needs both structural rule compliance AND quality assessment for an audience.…
Template for orchestrated multi-role adherence-coherence convergence. Copy and customize for a specific domain before use. This template implements a self-correcting architecture where an orchestrator orchestrates parallel validator (adherence) and optimizer (coherence) passes, merges their reports, and dispatches a…
Verify mathematical correctness of a drafted mathematical paper using orchestrated multi-role adherence-coherence convergence. Use this skill when the user wants to check proofs, validate logical steps, verify invoked results, audit notation consistency, or confirm that theorem hypotheses are necessary and sufficient.…
Scan a project to identify artifacts that would benefit from self-correcting validation — where both structural rules and quality for an audience matter. Use this skill when the user wants to understand where automated review would help, is setting up quality processes, onboarding onto a new project, or asks things…