Capability lens / 06

Agent & AI workflows

Tool use, task orchestration, human quality gates, runtime feedback, and failure recovery.

This lens prioritizes traceable ownership, architectural use, engineering challenges, and verification boundaries rather than a technology-logo wall.

01 / Start here

2 verified technical evidence entries

  • Open project: Skills Registry

    Skills Registry

    A public skill registry that starts from the task, not the command name

    Turns long-lived reusable skills into a browsable public registry: narrow down by task and scenario first, then jump to GitHub for the full spec, updates, and source.

  • Open project: Music OS

    Music OS

    AI music automation with a human quality gate

    A long-running content pipeline connecting Feishu idea intake, AI batch generation, cross-device processing, local asset management, human curation, album assembly, and multi-platform release.

02 / Capability index

Every technology maps back to real use

  1. 01

    Feishu ChatOps

    idea intake, structured PromptPacks, and cross-device notification

  2. 02

    Node.js + Playwright

    generation, acquisition, and platform-operation automation

  3. 03

    Local workbench

    asset state, listening curation, logs, and task control

  4. 04

    Skill packages

    package repeated tasks into callable workflows and constraints

  5. 05

    Tool routing

    route browser, file, GitHub, and delivery tools by task

  6. 06

    Verification gates

    encode validation, privacy, and release boundaries in execution protocols

03 / Continue

Other forms of the same capability

  • Open project: Creative Lifecycle Management System

    Creative Lifecycle Management System

    A personal creator workflow from spark to release

    I built this first for myself because I was tired of watching ideas die in scattered notes. It connects capture, shaping, publishing, and review into one path I can actually stay inside.

  • Open project: Personal Insight Hub

    Personal Insight Hub

    Collect, organize, and publish

    A personal information and writing system that turns sources, notes, and opinions into a searchable continuously updated knowledge surface.

  • Open project: Prompt Hub

    Prompt Hub

    All you need is prompt

    A practical prompt library for individuals and indie builders, built around reusable templates that reduce trial-and-error cost.

  • Open project: BiographyAI

    BiographyAI

    AI-powered biographical video creation

    An AI pipeline for biography-style short videos that unifies scripting, visuals, and voice, with multilingual output and cost-aware architecture.