Explorar skills

Background knowledge about PieFed, the federated link aggregation and discussion platform (Python-based Reddit/Lemmy alternative in the Threadiverse). Covers PieFed's tech stack (Python/Flask, PostgreSQL, Celery/Redis, htmx, Jinja2, AGPL-3.0), the Lemmy-compatible ActivityPub implementation (Community as Group, Post as Page, Comment as Note, Like/Dislike voting, Announce relay pattern, ChatMessage

Background knowledge about how group/forum federation works on the Fediverse using FEP-1b12 (FINAL status). Covers the Group actor type, the audience property for group identification, the Announce wrapping mechanism for content distribution, thread/comment structure (Page for top-level posts, Note for replies, inReplyTo chains), group moderation via attributedTo collection with Add/Remove activit

Background knowledge about how JSON-LD works on the Fediverse and in ActivityPub, including the difference between @id and id, @type and type (keyword aliasing via @context), the many forms a value can take (string, object with @value, object with @id, array, language-tagged value), the four JSON-LD document forms (compacted, expanded, flattened, framed), how @context works and when it is optional

Auto-activate for msgspec imports, msgspec.Struct, msgspec.Meta, msgspec.json, msgspec.msgpack, tagged unions, enc_hook, dec_hook, or convert(). Use when defining msgspec models, serialization codecs, validation constraints, discriminated unions, or Litestar DTO data shapes. Not for Pydantic, dataclasses, attrs, or ORM models unless converting at a boundary.

端到端测试（生成或执行 E2E 用例）

Context-aware chat about the project: discuss plans, retros, lessons, and code; navigate the vault; and handle chores (frontmatter tweaks, status flips, inline plan or code edits) without invoking the heavier skills. Opens every session with a vault status summary.

Designs software architecture from a confirmed PRD. Use when a PRD exists and architecture must be designed before implementation, when writing ADRs, choosing an architecture style, or selecting technology and databases.

Use when you need to diagnose the health of a team-shinchan project setup. Runs 7 deterministic checks (workflow state, hooks config, core scripts, runtime files, test directory) and reports PASS/WARN/FAIL per check with remediation hints.

Generates and explores ideas. Use when capturing fleeting thoughts, brainstorming, exploring a problem space before committing to a direction, or reviewing stored ideas to decide what to pursue.

Invokes the critic-agent to review the latest produced output. Use when the user runs /critic to request a quality review of the most recent artefact or deliverable from the current workflow.

Structured behavioral PM framework for AI product roles. Covers: leadership stories, conflict resolution, stakeholder management.

Esta skill gera resumos especializados de artigos acadêmicos para pesquisas em ciências sociais, com foco em ciência política e estatística aplicada. Aceita arquivos ou diretórios de artigos e produz resumos estruturados em markdown (400-600 palavras) destacando as contribuições primárias.