SpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more). It groups the window's sessions into threads of work per project and labels each new / open / recently closed, so a lead sees what shipped, what is still an open loop, and what was just started. Use when someone asks "what happened this week", "what is still open", "what did the team finish", "give me the weekly rollup", or wants a status report over a .specstory/history corpus.

SpecStory Lore - mine your SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more) into a persistent corpus, surface your reproducible workflows with corroborated evidence, and interactively forge the chosen ones into skills installed across all your agent harnesses. Use when the user wants to turn past AI coding sessions into reusable skills, asks "what could I make into a skill", "mine my lore", "forge skills from my history", or points at a .specstory/history directory.

Must be used for WeChat Official Account writing, Xiaohongshu-to-WeChat expansion, WeChat rich-text formatting, public-account draft preparation, binding checks, and draft publishing decisions.

Design and draft AI agent persona documents for agent marketplaces, especially agency-agents style profiles. Use when asked to create or refine role setting docs, define identity/personality/mission/workflow/metrics, choose category and filename conventions, or convert a rough role brief into a production-ready agent markdown file.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.

Use when generating short videos with RedBox official video API. Produces a detailed shot script first, asks the user to confirm it, then chooses between text-to-video, reference-guided, and first-last-frame modes and calls the correct wan2.7 video model with prompt discipline focused on motion, reference elements, and transitions.

Write the best DMR code possible with all the recommended best practices, avoiding common mistakes.

Generate django-modern-rest transport-layer skeletons from OpenAPI 3.1+ specs. Use when Codex needs to turn an OpenAPI file, URL, or pasted document into typed DTOs, controllers, routers, Django URL wiring, and minimal tests for this repository or similar projects built on dmr. Trigger on requests to scaffold APIs, bootstrap apps, or map OpenAPI operations to Controller, Router, and OpenAPI view constructs without implementing business logic.

Migrate an existing Django API from Django REST Framework to django-modern-rest while preserving routes, request/response contracts, auth, permissions, throttling, pagination, and test coverage. Use when replacing APIView/ViewSet/GenericAPIView and DRF serializers/routers with dmr controllers/routers and typed DTOs.

Migrate an existing Django API from django-ninja/ninja-extra to django-modern-rest while preserving routes, request/response contracts, auth, throttling, and test coverage. Use when replacing NinjaExtraAPI/api_controller/http_* handlers/ninja.Schema with dmr controllers/routers and typed DTOs.

Session wrap-up: commit pending changes, push, write structured state for the next session to resume from. Eliminates 'glue sessions' that exist only to commit/push, and preserves debug context across sessions.

Agent Loop for pixel-perfect UI adjustments: extract a structured spec from the user's intent, apply changes one property at a time, self-verify via screenshot, and converge instead of ping-ponging. Designed for high-fidelity UI cloning and spacing/style iteration.

TRIGGER when writing, modifying, or reviewing any Rust code that involves tracing, logging, spans, events,

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Guide for making improvements to existing ClaudeBar functionality using TDD. Use this skill when: (1) Enhancing existing features (not adding new ones) (2) Improving UX, performance, or code quality (3) User asks "improve X", "make Y better", or "enhance Z" (4) Small enhancements that don't require full architecture design For NEW features, use implement-feature skill instead.

Manage ClaudeBar's GitHub Actions CI/CD pipelines: build, test, and release workflows. Use this skill when: (1) Setting up secrets for CI/CD (certificate, API key, Sparkle key, Codecov) (2) Creating a new release — tag-based or manual workflow_dispatch (3) Triggering or explaining the build.yml, tests.yml, or release.yml workflows (4) Debugging release failures (signing, notarization, appcast) (5) Managing beta vs stable channels for Sparkle auto-updates (6) User says "release a new version", "push a tag", "set up CI secrets", "why did the release fail"

Guide for adding new report cards to ClaudeBar that analyze local data sources and display metrics with comparison deltas. Use this skill when: (1) Adding a new report/analytics card (e.g., weekly summary, model breakdown, session stats) (2) Creating data analysis features that read local files and display aggregated metrics (3) Adding comparison cards that show "today vs previous" style deltas (4) Building any feature that follows the DailyUsage pattern (parse → aggregate → report → card)

Guide for adding new AI providers to ClaudeBar using TDD patterns. Use this skill when: (1) Adding a new AI assistant provider (like Antigravity, Cursor, etc.) (2) Creating a usage probe for a CLI tool or local API (3) Following TDD to implement provider integration (4) User asks "how do I add a new provider" or "create a provider for X"

Perform a strict, evidence-based review of the current branch or working-tree changes without modifying files. Use when the user asks for a strict review, deep review, senior review, merge assessment, or explicitly invokes `$review-strict`.

Agent Loop for tasks that need research before implementation: check existing research first, run structured investigation (bb-browser/context7/code study), produce a Brief, then implement against the Brief. Prevents repeated research on already-studied topics and research-to-implementation drift.