# OpenClaw Async Task

Browser runtime profiling with Chrome DevTools and Core Web Vitals optimization. PROACTIVELY activate for: (1) Using Chrome Performance panel, (2) Analyzing flame charts, (3) Diagnosing long tasks, (4) Core Web Vitals optimization, (5) Memory profiling. Triggers: "devtools", "performance panel", "lighthouse", "flame graph", "jank", "long task", "fps", "layout thrashing", "core web vitals"

Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

A flexible library for parallel computing in Python. It scales Python libraries like NumPy, pandas, and scikit-learn to multi-core systems or distributed clusters. Features lazy evaluation and task scheduling for data that exceeds RAM capacity. Use for out-of-core computing, parallel processing, distributed computing, large-scale data analysis, dask.array, dask.dataframe, dask.delayed, dask.bag, task scheduling, lazy evaluation, and scaling beyond memory limits.

EXECUTION PHASE - Run tasks via isolated subagents. Requires completed task DAG from plan phase.

This skill should be used when managing the file-based todo tracking system in the todos/ directory. It provides workflows for creating todos, managing status and dependencies, conducting triage, and integrating with slash commands and code review processes.

Google Drive: Manage files, folders, and shared drives.

Use this skill when writing, reviewing, or discussing issue descriptions, acceptance criteria, or task breakdowns. Ensures consistent, high-quality issue structure that any developer or AI can pick up and execute. Triggers when drafting issues, defining requirements, or when users ask "how should I write this issue?" or "what should the acceptance criteria be?"

Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacing README guidance by default.

Use this skill when reviewing written content for grammar, spelling, punctuation, style consistency, and tone—before publishing, submitting, or sending. Trigger phrases: 'proofread this', 'check my writing', 'review this for errors', 'edit this email/report/essay'. Do NOT use when structural rewrites or content changes are needed—proofreading fixes surface errors, not substantive problems.

Orchestrates the full planning and execution cycle for large, multi-step tasks. Invoke this skill immediately when the user gives a substantial request — one that touches 2+ files, involves 3+ sequential steps, requires executing an approved plan, or comes right after exiting plan mode with ExitPlanMode. Trigger on signals like "let's do it", "go ahead and implement", "execute the plan", "make it so", "start working", "implement this", or any multi-part request where the user is clearly kicking off real implementation work. When in doubt about whether the scope is large enough, invoke it — the overhead is small and the structure it provides prevents skipped steps and messy commit history.

Store project-specific insights and context into file-based memory. Use after completing tasks that reveal important details about THIS codebase. Use when user says "--project-store" or "--learn" (you decide which scope, may use both) or after discovering project-specific patterns. ALSO invoke when user expresses strong frustration using trigger words like "fuck", "fucking", "shit", "moron", "idiot", "stupid", "garbage", "useless", "terrible", "wtf", "this is ridiculous", "you're not listening" - these are CRITICAL learning signals for storing project-specific failure patterns. Skip for universal patterns (use coder-memory-store) or routine work. MUST be invoked using Task tool to avoid polluting main context.

This skill should be used when the user asks to "test angreal tasks", "mock angreal", "document tasks", "angreal best practices", "error handling in tasks", "subprocess patterns", "dry run mode", "verbose mode", "debug an angreal task", "ANGREAL_DEBUG", "propagate subprocess returncode", "angreal exit code 56", or needs guidance on testing patterns, development workflows, documentation strategies, or common implementation patterns for angreal tasks.

Wraps up work by syncing documentation, committing, pushing, and opening a pull request. Use when committing code, finishing a task, pushing changes, or creating a PR.

Provides instructions for the Better Auth email OTP plugin in Convex projects. Use when adding passwordless sign-in, email OTP authentication, one-time codes, email verification, or OTP-based password reset.

Use this skill when drafting professional or personal emails—cold outreach, follow-ups, internal memos, client communication, or any message that needs to be clear and effective. Trigger phrases: 'write an email to', 'draft a follow-up', 'help me email'. Do NOT use for mass marketing email campaigns (use copywriter skill) or legal/formal notices requiring specific language.

Indi Young-style mental model diagramming. Captures user thinking / feelings / actions around a problem domain, grouped into 'towers' (task spaces) with supporting features below. Produces ground-level rows (user behaviors + reactions + guiding principles) + feature-alignment rows (existing + proposed + gap). Distinct from empathy mapping — domain-level, not individual.

Notion CLI for creating and managing pages, databases, and blocks.

Grafana OnCall and Incident Response Management (IRM) — alert routing, escalation chains, on-call schedules, Jinja2 routing templates, Slack/mobile notifications, integrations (Alertmanager, Grafana Alerting, webhooks, PagerDuty), and incident lifecycle management. Use when setting up on-call rotations, configuring escalation policies, routing alerts to the right team, declaring and managing incidents, integrating with Alertmanager or Grafana Alerting, or configuring Slack-based alert workflows.

Complete Microsoft Outlook automation via PowerShell COM objects on Windows. Covers email (read, search, draft, send, reply, forward, move, delete, flag, categorize, rules, attachments, out-of-office), calendar (list events, create/update/delete appointments, respond to meetings, recurring events, free/busy, rooms), contacts (list, create, search, update, delete, export vCard, photos), tasks (list, create, update, complete, assign, delete with priorities and reminders), and notes (list, create, read, delete sticky notes). Use when the user mentions Outlook, email, calendar, meetings, contacts, tasks, notes, or any mail/scheduling operation on Windows.

Create and manage Power BI semantic model structure using pbi-cli -- tables, columns, measures, relationships, hierarchies, calculation groups, and date/calendar tables. Invoke this skill whenever the user says "create table", "add measure", "add column", "create relationship", "date table", "calendar table", "star schema", "mark as date table", "add hierarchy", "calculation group", or any model-building task. Also invoke when creating multiple measures at once -- the skill contains critical guidance on multi-line DAX expression handling.

Monday ICP prospect search + Gmail draft creation. Finds NET NEW prospects across all verticals using Apollo.

Unified planner+executor for continuous workflow

Turns an already-investigated customer issue into a short, non-technical engineering-to-CS brief: one natural message that leads with the finding (root cause, real scope, open question), ready to paste into Slack for the support team. Trigger: /support-brief, support brief, brief for support, resumen soporte.

MUST use when writing or modifying Windmill Workflow-as-Code scripts using workflow, task, step, sleep, approvals, taskScript, taskFlow, task_script, or task_flow.

Plan product launches and go-to-market strategy. Use when launching products, entering new markets, or planning marketing campaigns. Covers positioning, channels, messaging, and launch execution.

Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates

This skill should be used when the user asks to "add arguments to a task", "use @angreal.argument", "add flags to command", "add -v flag to angreal task", "make argument required", "add optional parameter", "use python_type", "handle multiple values", "argparse for angreal task", "angreal cli args", or needs guidance on the @argument decorator, argument types, flags, default values, or CLI argument handling in angreal tasks.

This skill should be used when the user asks to "create an angreal task", "write a task file", "add a command to angreal", "make a new task", "organize tasks with groups", "use @angreal.command", "use command_group", "use angreal.group decorator", "add long_about to a task", "require an angreal version", "same command name in different groups", or needs guidance on task file structure, the @command decorator, command groups (`command_group` and `@group(...)`), `required_version()`, naming conventions, or task organization within an existing angreal project.

Emulated Sign in with Apple / Apple OIDC for local development and testing. Use when the user needs to test Apple sign-in locally, emulate Apple OIDC discovery, handle Apple token exchange, configure Apple OAuth clients, or work with Apple userinfo without hitting real Apple APIs. Triggers include "Apple OAuth", "emulate Apple", "mock Apple login", "test Apple sign-in", "Sign in with Apple", "Apple OIDC", "local Apple auth", or any task requiring a local Apple OAuth/OIDC provider.

Repurpose blog posts for social media, email, YouTube, Reddit, and LinkedIn. Generates Twitter/X threads, LinkedIn articles, YouTube scripts, Reddit discussion posts, email newsletter excerpts. Adapts tone for each platform. Use when user says "repurpose", "blog repurpose", "share blog", "social media", "twitter thread", "linkedin post", "youtube script", "reddit post".

Career goal mapping with skill gap analysis, actionable development plans, and milestone tracking. Use when planning career transitions, identifying skill gaps, setting professional development goals, or evaluating career options.

Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary.

Automatically recover working context after session compaction or when continuation is implied but context is missing. Works across Discord, Slack, Telegram, Signal, and other supported channels.

Setup transactional email with Resend (production) and Mailpit (local) for auth and notifications. Use this skill when the user says "setup email", "add email", "transactional email", or "auth emails".

Orchestrate autonomous AI development with task-based workflow and QA gates. Use when implementing a development plan, picking tasks from a queue, or running multi-platform parallel execution with QA gates.

Drive kanban tasks from ready to done by looping implement → test → review until each task is clean. Use when the user says "/finish", "drive tasks to done", "work the board", "finish the tasks", "finish the batch", or otherwise wants to orchestrate tasks through the full pipeline to done. Supports single-task mode (one task id) and scoped-batch mode (all ready tasks in a tag, project, or filter). Uses ralph to prevent stopping between iterations.

Intent-Augmented Code Property Graph — tracks WHY code exists via ReasonNodes with formal contracts, 6-dimension drift detection, and 3 canonical pre-task queries for autonomous development

Builds and explains regex patterns from natural language, tests patterns, and provides examples. Use when user asks to "create regex", "regex pattern", "match pattern", "validate email/phone", or "regex help".

Persistent task workflow with state machine. Every message MUST announce state. Uses .claude/ files for multi-session continuity. Never use TodoWrite. Never auto-advance tasks.

Hybrid task decomposition strategy for teamwork projects. Covers plan-based and semantic decomposition, granularity rules, role assignment, dependency management, and complexity assessment.

Multi-person projects - shared state, todo claiming, handoffs

This skill should be used when the user asks to "create an angreal project", "initialize angreal", "set up angreal", "add angreal to project", "start new angreal project", "create .angreal directory", "scaffold into existing project", "angreal init --in-place", "add angreal to existing repo", or needs guidance on setting up angreal in a new or existing project (hand-rolled `.angreal/` or via an official template), or the initial task file structure.

Learn a reliable browser workflow by iterating on a real web task, recording strategy, and proposing a reusable skill.

Expert GNU awk (gawk) one-liner generation and transformation. Use this skill whenever the user asks to process text fields, extract columns, compute sums or aggregates, filter structured output, reformat CSV/TSV, parse logs, generate reports, or do any record/field processing task. Trigger on keywords like "awk", "extract column", "sum a field", "count occurrences", "print field N", "filter by column", "reformat output", "aggregate log data", "process CSV", "TSV", or any request that maps to a field-oriented text transformation. When in doubt, use this skill — awk is often the right tool when sed isn't enough.

MUST use when creating, updating, or closing Beads issues via `bd` commands. Use proactively when starting work (bd update --status=in_progress) and completing work (bd close). Trigger: any mention of "issue", "task tracking", "what should I work on", "bd create/ready/close", or when the session hook indicates beads is active. Provides full bd CLI reference and workflow patterns.

Write the canonical ai-env blueprint plan for a multi-step task (Step 3 of /task). Runs one brainstorming round, uses ai-workspace/plans/TEMPLATE.md, and writes ai-workspace/plans/<name>.md. Skipped for one-sentence scope. Does NOT review — that is /review (Step 4).

Collaborative requirements discovery session optimized for AI coding workflows. Creates task directories, seeds PRDs, runs codebase research, proposes concrete implementation approaches with trade-offs, and converges on MVP scope through structured Q&A. Use when requirements are unclear, multiple implementation paths exist, trade-offs need evaluation, or a complex feature needs scoping before development.

Analyze changes and propose CLAUDE.md updates. Accepts an optional argument describing what changed (e.g., `/claude-md we switched from Jest to Vitest`). Use when the user says "update claude.md", "sync claude.md", "document this in claude.md", after finishing a task that introduced new patterns or conventions, when new tools/commands/dependencies were added, or when project architecture changed. Do NOT trigger for simple questions about CLAUDE.md content, reading CLAUDE.md, or general project questions.

Coding workflow covering discovery, planning, implementation, and verification. Invoke whenever task involves any interaction with code — writing, modifying, debugging, refactoring, or understanding codebases. Runs discovery protocol before language-specific skills engage.

Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts

Creates comprehensive developer onboarding documentation and materials including step-by-step setup guides, first-task assignments, expected time per step, common troubleshooting, team introductions, and code walkthrough tours. Use when preparing "new developer onboarding", "first day setup", "junior dev training", or "team member onboarding".

Use when a task has multiple independent subtasks that can be executed concurrently by separate agents. Triggers when decomposed work has 2+ subtasks with no data dependencies, when subtasks operate on different files or codebase sections, when serial execution time would be significantly longer than parallel, or when independent analyses or deliverables need concurrent generation.

Use when the user needs professional email drafting, tone adjustment, template creation, or communication strategy for business correspondence. Trigger conditions: draft professional email, adjust email tone, create email template, write cold outreach, compose follow-up, draft escalation email, write apology email, craft meeting request, compose status update, plan email communication strategy.

This skill transforms Claude into a world-class email marketing specialist following Andre Chaperon's Soap Opera Sequence methodology and Frank Kern's Behavioral Dynamic Response framework. Use it for story-driven email campaigns, automated sequences, behavioral triggers, list building, segmentation, and deliverability optimization. Covers Open Loops, Seinfeld Emails, and intent-based sequencing.

Execute a Flow epic or task systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan or working through a spec. Triggers on /flow-next:work with Flow IDs (fn-1, fn-1.2).

Google Calendar via gcalcli: today-only agenda by default, bounded meaning-first lookup via agenda scans, and fast create/delete with verification--optimized for low tool calls and minimal output.

Project glossary for consistent domain terminology. Invoke whenever task involves creating, updating, or referencing a glossary, defining domain terms, establishing ubiquitous language, or when inconsistent naming causes confusion in code or planning artifacts.

How-To guide patterns for documentation - task-oriented guides for users with specific goals. Use when writing a how-to/howto guide, task guide, procedural guide, step-by-step guide, or how-to documentation. Builds on the docs-style core writing principles.

Kanban task executor. Use this skill when the user says "/implement", "implement task", "implement the next task", "work the next task", "pick up a task", or "implement" followed by a task id. Picks up one kanban task and drives it from ready through doing to review. Do NOT use this skill for free-form edits, typo fixes, refactors, or any coding work that is not tied to a specific kanban task — those are not "implementation" in this skill sense. If there is no kanban task yet, use the `task` or `plan` skill to create one first.

Streamline session-to-session coordination with the intercom extension. Send messages, delegate tasks, and coordinate work across multiple pi sessions on the same machine. Use for planner-worker workflows, cross-session context sharing, and real-time collaboration between sessions.

Use when the user needs to interact with their plaintext journal. Provides CLI reference for jot, a plaintext journal tool for capturing ideas, tasks, notes, plans, and logs. Trigger on: "jot add", "jot list", "jot search", "jot tags", "capture idea", "track task", "journal", "what are my tasks", "what am I working on", "project status", "search my notes", "open tasks", "stale entries", "add a note", "log this".

Structured literature review planning with systematic methodology, source evaluation, and synthesis frameworks. Use when planning academic literature reviews, research surveys, systematic reviews, or scoping reviews.

Send emails via macOS Mail app. Use when the user asks to send an email.

Process ghost-wispr summary-ready Envoy events into GitHub issues and Slack summaries. Use when setting up or running a persistent OpenCode session subscribed to notifications.ghost-wispr.summary-ready.

Use this skill when the user requests to generate, create, write, or draft a newsletter, email digest, weekly roundup, industry briefing, or curated content summary. Supports topic-based research, content curation from multiple sources, and professional formatting for email or web distribution. Trigger on requests like "create a newsletter about X", "write a weekly digest", "generate a tech roundup", or "curate news about Y".

Handles system follow-up turns: planned-task-follow-up (synthesize, replan, build-workflow, checkpoint), background-task-completed, running-tasks context, create-tasks silence rules, and detached delegate completion. Load whenever any of these tags appear or after spawning create-tasks or delegate.

Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.

Convert PRDs to beads for ralph-tui execution. Creates an epic with child beads for each user story. Use when you have a PRD and want to use ralph-tui with beads as the task source. Triggers on: create beads, convert prd to beads, beads for ralph, ralph beads.

Generate a Product Requirements Document (PRD) for ralph-tui task orchestration. Creates PRDs with user stories that can be converted to beads issues or prd.json for automated execution. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.

Discard the accumulated drafts and framings from this thread and re-derive the task from a clean problem statement.

Compatibility alias for substrate-specific ADR-0217 runtime bridge work. For new work, load `workflow-rig` first; use this skill only when the task is explicitly about external-repo bridging, queue-family contracts, or low-level runtime submission mechanics.

Send emails via SMTP, free APIs, or privacy-focused services. Use when: (1) Sending notifications and alerts, (2) Automated reports and summaries, (3) User communication workflows, or (4) Error logging via email.

Deliver performance reports. Use when: sending KPI summaries via Slack, email, or Google Sheets with analysis.

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

Convert technical designs into actionable, sequenced implementation tasks. Create clear coding tasks that enable incremental progress, respect dependencies, and provide a roadmap for systematic feature development.

Transform Tasker task definitions into rich, self-contained Beads issues. Bridges ephemeral execution units with persistent planning artifacts.

TODO: Add description

Comprehensive guide for ultrawork agents on using session, task, and context management scripts. Covers all common script patterns with $SCRIPTS_PATH variable usage. Required for explorer, planner, worker, verifier, and reviewer agents.

Generate a One-Time Logout Password (OTP) for a Zscaler Client Connector (ZCC) user. Walks the admin from a user identifier (email or device name) through device lookup → confirmation → OTP retrieval → secure delivery, surfacing logout_otp from the ZCC OTP bundle. Use when an admin needs to remotely sign a specific user out of ZCC — for example after a credential reset, lost / decommissioned device, suspected compromise (incident response), or routine offboarding. DO NOT USE WHEN: the admin needs to uninstall ZCC, exit ZCC, revert to a prior ZCC version, or temporarily disable a service (ZIA/ZPA/ZDX/ZDP) on the device — those use other OTPs from the same bundle and warrant their own confirmation flow.

This skill should be used when the user asks to "create a worktree", "manage git worktrees", "work on multiple branches simultaneously", "isolate task work", "use bd worktree", or needs guidance on git worktree patterns for task isolation in k2-dev workflows.

Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. Use when creating blueprint templates, composing DAGs from YAML, validating configurations, or enabling no-code DAG authoring for non-engineers.

Task-based cognitive walkthrough. Simulate a novice user completing a task step by step; per step answer the four CW questions (goal match, action visibility, action-effect link, progress feedback). Produces pass/fail per question with rationale, usability issues with severity, and prioritized recommendations.

Add, enrich, and manage contacts in Joel's Vault. Fire the Inngest enrichment pipeline for full multi-source dossiers, or create quick contacts manually. Use when: 'add a contact', 'enrich this person', 'who is X', 'VIP contact', 'update contact', or any task involving the Vault/Contacts directory.

Plan and schedule social media and content marketing calendars. Monthly and weekly planning, content mix ratios, theme days, platform-specific timing, and batch creation workflows. Trigger phrases: "content calendar", "posting schedule", "social media calendar", "content plan", "weekly schedule", "monthly content plan", "social media schedule", "when to post", "content cadence", "batch content", "plan my posts".

Generate, evaluate, and A/B test email subject lines for maximum open rates. Includes formulas for curiosity, urgency, personalization, and more. Trigger phrases: "email subject line", "subject line ideas", "email subject", "write subject lines", "A/B test subject lines", "improve open rates", "email open rate", "subject line formulas".

Event planning with timelines, budgets, vendor coordination, logistics checklists, and post-event evaluation. Use when organizing conferences, workshops, galas, or corporate events.

Read, write, edit, and format Excel files (.xlsx). Create spreadsheets, manipulate data, apply formatting, manage sheets, merge cells, find/replace, and export to CSV/JSON/Markdown. Use for any Excel file manipulation task.

Document findings and maintain task notes using Flow framework. Use when user says "document", "document this", "document finding", "add notes", "add this to notes", "write this down", "summarize", "summarize this", "generate changelog", "create changelog", or wants to capture discoveries. Helps update task Notes sections, create summaries with /flow-summarize, and keep documentation synchronized with work. Focuses on concise, actionable documentation.

Deep-scan any tools you connect (CRM, email, support, reviews, analytics, billing, database) to produce a data-grounded Ideal Customer Profile and a reusable persona library. Read-only by default. Use when you need to define or refresh your ICP, build buyer personas from real data instead of guesses, or generate the persona inputs that the customer-panel-of-experts and prospect-panel-simulator skills consume.

Create an automation that drafts incident retrospectives. Gathers incident-channel messages from Slack, collects linked tickets and follow-ups from Linear, and publishes a retrospective draft to Notion with a timeline, impact summary, root-cause hypotheses, and action items.

Use when starting any task assessed as STANDARD or COMPLEX complexity. Presents a structured intent preview showing planned branch, files, artifact types, and approach before execution. Reduces wrong-approach events by making decisions explicit.

Setup and manage Kernel authentication connections for any website (Gmail, GitHub, Outlook, or custom domains). Handles managed auth flows with automatic reauthentication support.

Manage feed subscriptions that track blogs, repos, and living pages for changes. Use when adding, listing, removing, or checking monitored resources. Also use when the discovery skill flags a resource as monitorable. Triggers on: 'monitor this', 'subscribe to', 'track this repo', 'watch this blog', 'what are we monitoring', 'check feeds', 'unsubscribe', 'stop monitoring', or any task involving feed subscriptions.

Clear conversation context while preserving knowledge via context marker. Use when user says "clear context", "start fresh", "done with this task", or when approaching token limits.