reflect
After-action learning loop for a repo. Reads contribute's plan artifacts, git history, forge PR lifecycle (`gh`/`az`), CI results, and observe's baseline pages, then writes retro and playbook pages into agent-wiki. Use when: user says "retro"/"post-mortem"/"after-action"/"what did we learn"/"session summary"/"promote this to a playbook", or when a PR just merged on the current branch, contribute ran >=2 iterate rounds, or contribute tripped a scope cap — in those three cases suggest reflect and wait for confirmation (at most once per scope per session). Distinct from agent-wiki's `ingest`: reflect captures after-the-fact calibration against a plan, not in-the-moment codebase discoveries.
Repository SourceNeeds Review
observe
Context-builder for a repo, its team, and its workflow. Scans git history, forge metadata (GitHub via `gh`, Azure DevOps via `az`), CLAUDE.md, CONTRIBUTING.md, CODEOWNERS, PR/issue templates, and ADRs, then writes structured pages into agent-wiki. Use when: user says "observe"/"survey"/"refresh observations"/"brief me"/"investigate <topic>", starting work on an unfamiliar repo, or before a session that needs contributor/workflow context. Produces grounded context for contribute and other downstream skills.
Repository SourceNeeds Review
electric-vehicle-detection-analysis
Automatically detects electric motorcycles and e-bikes in restricted areas based on computer vision. It supports real-time detection for both video streams and images, counts the number of illegal parking or driving instances, and triggers violation alerts to assist with safety management in parks, communities, and organizations. | 电动车智能检测技能,基于计算机视觉自动检测禁行区域内的电动摩托车/电动车,支持视频流和图片实时检测,统计违规停放/行驶数量,触发违规预警,助力园区/社区/单位安全管理
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reddit-skills
Reddit automation skill collection. Supports authentication, content publishing, search & discovery, social interactions, and compound operations.
Triggered when a user asks to operate Reddit (post, search, comment, login, analyze, upvote, save).
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