AI Agent Skills

Harvest every `ponytail:` comment in the codebase into a debt ledger, so the deliberate shortcuts and deferrals ponytail leaves behind get tracked instead of rotting int…

Apply the MSW Kernel to a markdown document — a plan, spec, skill, prompt, or any other .md file. Derives the document's contract, judges every claim by the kernel's del…

Structured co-authoring workflow for specifications, proposals, decision docs, PRDs, RFCs, and other substantial written artifacts. Use when Codex should help a user gat…

Deep-dive spec interviewer. Reads a file, GitHub issue, or requirement, analyzes it against the codebase, then conducts a rigorous 1-on-1 interview using AskUserQuestion…

Configure a repository for Atelier's development workflow. Use only when explicitly invoked; inspect existing guidance, issue-tracker and domain-document conventions, pr…

Compact the current conversation into a handoff document for another agent to pick up.

File a GitHub issue on the kumo-coding-agent repo to report a gap, bug, or feature request for the Kumo data science agent (context docs, skills, or verticals). Use when…

Orchestrate one-time migration from old Markdown BA/SA artifacts into the graph-based NaCl methodology. Use when migrating a project to the graph, importing old-methodol…