AI Agent Skills

Audit or edit Sero Markdown documentation and other product prose to remove AI-writing patterns while preserving technical meaning, product terminology, links, examples,…

Owns the iteration loop on top of an ML workspace: the `journal/JOURNAL.md` index and the per-experiment `journal/NN_short_name.md` design notes that must be drafted and…

Cut a Runner production release — bump the lockstep crates, tag vX.Y.Z, let release.yml build the draft for both platforms, write bilingual release notes (English, with…

Use when the user asks to create, edit, update, design, or configure a Harness Chaos Experiment — including faults, probes, actions, experiment YAML, fault inje

Prepare a clean, documented pull request draft for AL features or fixes with summary, testing notes, and checklist. ALDC workflow (Copilot prompt al-pr-prepare); invoke…

Arrangement architecture (编曲结构学) - the shape of a track over time rather than its notes. Energy curve and dramatic arc, subtractive arranging, layering as form (instrume…

Functional and colour harmony (和声：功能与色彩) - choosing chords for a melody and then upgrading them without over-cooking. The three functions and three cadence types, the me…

Rhythm section arranging and MIDI programming (节奏组与打ち込み) - drums, bass and harmony instruments as one unit, and how to make programmed parts sound played. Includes a sty…

Reviews content against the Hylo knowledge base (_knowledge/) and surfaces what's related and what's in tension. Covers two scenarios: (1) associative recap — cross-chec…

Write an article beat-by-beat, drawing from the vault's knowledge base. The user states what to write, who it's for, and what stance to take — the skill discovers releva…

Use when Dhruv shares a long-form (1-3 hour) team meeting recording or transcript and wants to publish it on YouTube as build-in-public content. Produces title, descript…

Local Notion CLI for shell-based access to pages, databases, tasks, content blocks; bulk/batch ops. Prefer over Notion MCP or direct API.

First-time Notion workspace discovery — identify key databases (projects/tasks/OKRs/home page) via guided discovery and save persistent state. Run before any Notion work…

Extract and update personal memories from Vaultr notes into structured memory files. Use when the user wants to update their personal memory, extract memories from notes…

Reviews content against the Vaultr knowledge base (_knowledge/) and surfaces what's related and what's in tension. Covers two scenarios: (1) associative recap — cross-ch…

Write an article beat-by-beat, drawing from the vault's knowledge base. The user states what to write, who it's for, and what stance to take — the skill discovers releva…