Meta-skill tổng: Tự động phân tích yêu cầu → quét skill local → tìm trên skills.sh → đánh giá chất lượng → cài đặt hoặc tự build skill mới hoàn chỉnh.
Proactively discovers, ranks, and installs high-value ClawHub skills by mining unresolved user needs and agent context.
自动处理 Agent Skill 的全生命周期：在用户反馈中识别稳定约束以触发技能抽取；合并新增偏好实现版本演进（如 v0.1.0 → v0.1.1）；并在后续相似任务中精准检索并注入对应技能。
Plan and coordinate skill-library improvements by identifying gaps, overlaps, and the safest next action.
Stages all changes and generates a lean Conventional Commits message via caveman-commit — user reviews and commits manually.
Show current auto session status, progress, and any pending gates. Activates for: auto status, auto status, session status, check auto.
Auto-generated skill from cross-repo pattern - Pattern detected in 19 repositories
auto-flow 2단계 — requirements.md 읽기 + adaptive 7-topic 자동 판정 + design decision 자동 alternatives 비교 → recommendation 자동 선택 + verifying-spec 4축 보고서 transition 직전 노출 +…
After Edit/Write on a source file, run the minimal pytest / test command that covers that path. Auto-invoke on Edit or Write of non-test source files.
Automatically update GitHub Issue status to the next stage (Todo→In Progress→Done) in all linked projects.
Expert in Tauri auto-update implementation with focus on signature verification, rollback mechanisms, staged rollouts, and secure update distribution
Automatically apply improvements to skills and the ecosystem based on system-reviewer findings and best-practices-learner insights.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Next.js 코드 작성 후 자동 검증 (tsc, lint, build). Use when (1) 코드 구현 완료 후, (2) PR 생성 전, (3) 커밋 전 검증 필요 시. 모든 검증 통과 시에만 다음 단계 진행.
Programmatic asset compliance validation using vision analysis and Northcote scorecard. Eliminates manual validation loops—upload image, receive scored JSON with correction…
Verify completed plan against acceptance criteria. Use after all slices are executed.
Configure ADO service hooks and PR Review build validation policy for AI automation agents. Uses ADO REST API via az rest (no native CLI command for service hooks).
자율 판단 + 자율 발견 워크플로우 (v2.0 - Ralph Wiggum 철학 통합). "할 일 없음 → 종료"가 아닌 "할 일 없음 → 스스로 발견". 5계층 우선순위, 9개 커맨드 자동 트리거, Context 예측 기반 관리.
auto-flow 3단계 — requirements + tech-design 읽기 + AI 자동 task 분해 (TDD bite-sized + Model hint 자동) + RISK 코드 지점 §2 자동 + verifying-spec 자동 + code-pretty 호출 X (D-T12 와 일관) +…
Automate Autobound tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Auto-calibrate EDPA CW signal weights using the Monte Carlo + coordinate-descent optimizer (v1.11+). One target file (cw_heuristics.yaml.tmpl), one metric (MAD on a synthetic…
通用记忆整理引擎 — 基于适配器模式的跨平台记忆整理技能。自动去重、合并、删除过时条目。| Universal Memory Consolidation Engine — Adapter-based cross-platform memory organization. Auto-dedup, merge, pr...
Automated web form filling and file uploading skill with Playwright browser automation. Handles login persistence, form detection, file uploads, and waits for manual confirmation…
Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building c — from…
Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building c — from…
Three-Body Council self-improvement loop with fuzzy-task auto-detection. Trigger when the user says "tbc improve", "autoimprove-tbc", "autoimprove tbc", "fuzzy improve", "deep…
Automate Autom tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the…
Use when the user says "automate me", "turn my working style into a skill", "capture my preferences", "create or update my personal skill", or asks the agent to follow how they…
Controls Chrome browser: takes screenshots, clicks buttons, fills forms, downloads images, inspects pages, captures network requests, checks console errors, debugs API issues.
Create and manage scheduled automations. Use when the user wants something to happen automatically on a schedule (e.g.
Interactive automation decision advisor using the Automation Decision Matrix framework. Use when the user asks "should I automate this?", wants to evaluate an automation…
Audit automation job runs, logs, PR processing metrics, and AI-authored remote commits.
Best practices for writing reliable browser automation scripts with Intuned. Use when writing, reviewing, or editing automation code, scraping scripts, or browser-based workflows.
Build business automations from plain English -- scheduled tasks, file watchers, API integrations, and alerts with no coding required
사용자가 자동화하려는 작업을 Skill, Command, MCP, Subagent 중 적절한 도구로 분류하고 추천. 사용자가 "X 자동화 만들고 싶어", "이런 작업 자동화해줘", "도구 뭐 써야해?", "skill로 만들까 command로 만들까?" 같은 질문을 할 때 사용.
Governance and guardrails for automation/bots: permissions, logging, kill-switches, and ethics. Use before deploying bots that move funds or post publicly.
Put confirmation gates, blast-radius limits, audit trails, and kill switches around automation that can destroy things. Use when building scripts or bots with destructive power.
Use when turning repeated manual operations into safer, observable, reusable automation loops. Triggers:
Scénarios d'automatisation avec Make (ex-Integromat) — modules, routers, iterators, webhooks et orchestration visuelle.
Monitoring und Automatisierungen für laufende M&A-Mandate einrichten: Anwendungsfall Deal-Team benoetigt automatisierte Überwachung von Datenraum-Neuzugaengen Q&A-Deadlines…
Use BEFORE running any automation loop. Requires stating the observable success output (PR, fixed test, push); rejects prediction-only loops.
Discover available commands and catalogs in SAP Automation Pilot via API. Use when you need to find what executors/commands exist, get command definitions, or explore a catalog…
Debug and troubleshoot SAP Automation Pilot execution failures. Use when executions fail, need to investigate errors, check execution health (pass/fail summary), or understand…
Monitor and manage SAP Automation Pilot executions via API. Use when triggering commands, checking execution status, retrieving logs, aborting or pausing executions, or…
Master the HTTP executor for Automation Pilot commands. Covers HTTP executor parameters, expression sanitization, timeout/retry configuration, response transformers, and…
Manage SAP Automation Pilot scheduled executions via API. Use when creating, listing, updating, or deleting schedules for recurring or one-time command execution.
Création de workflows avec Power Automate — flows, triggers, connectors, expressions et intégration Office 365.
10个实用自动化场景配方，覆盖文件处理、数据转换、批量操作等高频任务。适用于效率工具爱好者、自动化新手，可自动化提升工作效率。支持批量处理、工作流优化、定时触发等场景。Use。Use when 需要提升效率、自动化流程、批量处理、工作流优化时使用。不适用于需要人工创意判断的任务。适用于独立开发者、企业团队和自动化工作流场景。 功能涵盖:…
Analyze any codebase or workflow and recommend specific automations — hooks, skills, MCP servers, cron jobs, and agent pipelines.