Productivity & Workflow Agent Skills for Microsoft Copilot

Talent acquisition across recruiting strategy, sourcing, interviews, and hiring analytics.

Use when a feature touches 4 or more files, involves multiple components, or has subtasks that could run in parallel.

Creates implementation, refactoring, and test tasks from templates.

Maintains structured, resumable task documentation across multi-step AI coding sessions to preserve context and track progress.

Use when a request arrives and the right execution path is unclear — routes the work to the correct mode, agent type, model tier, and…

Manage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress

Validates structured engineering task packages (TP-XXX) for dependency integrity, concurrency safety, input closure, and verifiable…

Compares ideal plan vs existing tasks and applies KEEP/UPDATE/OBSOLETE/CREATE changes.

Tracks, resumes, and synchronizes persistent execution state for complex multi-session AI tasks via MCP.

Autonomous Multi-Agent Operating System & Orchestrator over Technocore Protocol.

Extract and clarify the real goal behind a feature, change, or idea through a focused interview.

Manages and syncs AI CLI skills across 50+ tools from a single source.

Converts Markdown paper drafts to LaTeX source, performs silent compilation with BibTeX, captures and auto-fixes formatting errors and…

Apply the Fable-derived 10-stage OBSERVE, OBSERVE, LISTEN, THINK, CONNECT, CONNECT, FEEL, ACCEPT, CREATE, GROW loop to consequential or…

Use when: (1) User says "总结经验", "复盘", "extract methodology", "what did we learn", "抽象智慧", or asks to reflect on a completed project, (2) A…

Intercept the response flow to offer the user a choice about response depth before Claude answers. Use the repository's canonical…

Reduce output and context tokens without losing technical accuracy.

Assists with job applications: evaluating job postings, tailoring CVs, writing cover letters, and preparing for interviews.

Toolcraft: use before code changes once generated app behavior or an approved spec is clear.

Use when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and…

trailhead work cluster: the verbs that resolve tickets on the map and manage a ticket's lifecycle.