dongshuyan/compass-skills

Academic Humanizer minimally revises English or Chinese academic prose to remove formulaic or mechanically repetitive phrasing while preserving claims, terminology, and scholarly register. Use it for papers, abstracts, grants, cover letters, and reviewer responses when you want to humanize text without changing meaning.

Run History Skill Builder turns completed tasks, browser flows, logs, or recovered workflows into a new reusable skill package or a reviewed design plan. Use it when you need to extract a workflow from evidence, summarize lessons, or hand off an upgrade for an existing skill.

Run History Skill Upgrader plans structural improvements for an existing skill using run evidence, validation failures, source drift, platform drift, and user feedback. It is used to propose and, after explicit approval, apply changes when a skill needs maintenance or cleanup.

Session Handoff Prompt creates a paste-ready continuation prompt for resuming a long or degraded agent session. Use it when starting a fresh session needs the current objective, verified facts, and next actions preserved.

Task Clarifier asks structured questions to resolve a user's goals, constraints, and success criteria before work begins. Use it when a request is vague, conflicting, or needs explicit confirmation.

Task Forest maintains a repo-local task DAG for the current workspace. Use it to initialize or update task structure, track progress and history, save proposals, or export a client-readable HTML view.

User Profile Keeper maintains a local persistent user profile for agent harnesses. Use it to create, update, query, correct, delete, export, or audit profile facts and collaboration preferences when explicitly invoked.