Productivity
Productivity agent skills automate everyday work: task management, email drafting, calendars, note-taking systems, and personal workflows. Each is a small SKILL.md file your AI agent applies automatically when your request matches what the skill does.
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neuromechanist Bundle Engineering LoopUse this skill when the user asks to "implement this change", "fix this issue", "add this feature", "make this change properly", "ship this", or for any ordinary single-PR development task: one issue, one branch, one pull request. For multi-phase features use epic-dev; for unfamiliar code run codebase-onboarding first; for failing behavior use the debugging skill.
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neuromechanist Bundle Pr Review ToolkitReview pull requests and recent code changes across specialized lenses: general code quality, tests, error handling and silent failures, comments and docs, type design, and simplification. Use when the user asks to review a PR, review recent changes, check tests, check error handling, check comments, analyze types, simplify/refine an implementation, run "review-pr", or before merging phase PRs in the epic-dev workflow.
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neuromechanist Skill Workflow ReferenceThis skill should be used when executing the epic-dev workflow, creating epic branches, managing sprint phases, working with git worktrees for phased feature development, or when the user mentions "epic dev", "epic-dev", "/epic-dev", "epic workflow", "sprint phases", "phased development", or "git worktree workflow".
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wix Bundle ReplatformRoutes RePlatform source-to-Wix migrations to the next workflow step by inspecting migration project artifacts. Use when starting, continuing, or recovering a migration run.
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tenequm Bundle Go DevOpinionated Go setup with golangci-lint v2, gofumpt, gotestsum, golang-migrate, and just. Use when starting a Go project, configuring lint, format, test, coverage or CI, writing a Justfile, wiring migrations, or leaving a Makefile workflow.
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masanao-ohba Skill Task ScalerInvoke when task-scale-evaluator classifies task complexity. Provides scale classification (trivial/small/medium/large) based on file count, dependency depth, and domain complexity, with subtask decomposition and parallel group identification.
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masanao-ohba Skill Acceptance CriteriaInvoke when goal-clarifier produces acceptance criteria for a task. Provides SMART-formatted criteria with Given-When-Then scenarios, verification methods, and priority levels that feed into the task object contract.
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alanlee0323 Bundle Managing Cicd WorkflowProfessional trunk-based development with branch-for-release workflow. Focuses on automation, environment isolation, and immutable releases via tags.
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alanlee0323 Bundle Sdd Driven DevelopmentGuides Specification-Driven Development (SDD) from ambiguous requests to clear, testable specs before coding. Use when the user asks for 規格驅動開發, spec-first workflow, 先寫規格再寫程式, or requests requirements/design/tasks documents with staged review gates for medium-to-large engineering changes.
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alanlee0323 Skill Tracking Catalyst Calendar建立並維護滾動式催化劑日曆,追蹤所有可能觸發持倉標的「重新定價」的事件與時間點。解決「知道標的被低估但不知道何時反映」的時機問題,讓投資決策從「我覺得便宜」進化為「便宜且即將有催化劑確認」。
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ruvnet-agentdb Skill Agentdb RecallRetrieve relevant memories for the current task from AgentDB. Use at the start of a task to load prior knowledge, when stuck to surface what worked before, or when the user asks "what do we know about X" / "have we done this before?"
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ruvnet-agentdb Skill Agentdb LearnTrain one of AgentDB's 9 RL algorithms on a stream of episodes. Use when the user has accumulated successful/failed episodes and wants to derive a policy, or when a task type is repeated enough to benefit from RL routing.
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ruvnet-agentdb Skill Agentdb RouteAsk the AgentDB bandit which RL algorithm / skill / pattern fits the current task best. Use at task start when there are multiple plausible approaches and you want the data-driven pick.
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motlin Bundle WipRun on /wip or for a whole-repository cleanup spanning multiple worktrees and branches. Trigger when the request combines operations such as removing stale worktrees, rebasing all branches, retesting, and pushing, including "clean up my worktrees and branches", "rebase all my branches and get them tested and pushed", or "settle my WIP". The workflow gates destructive and outward-facing actions, never uses --force, and handles worktree, rebase, and test edge cases. Defer to single-operation git skills when the user targets one specific branch or worktree. Wraps git:clean-worktrees and build:test-all.
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motlin Skill Git WorkflowCommit message format and git workflow rules. ALWAYS use this skill for every git commit — no exceptions — and whenever rewording an existing commit message.
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motlin Skill FinishThis skill should be used after completing any task, before returning control to the user. Always run this skill — it handles the case where there's nothing to do.
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motlin Skill Team LeadCoordination guidelines for leading a team of task-executing agents
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lucasilverentand Bundle ToolingCreates and improves Bun-based tools for skills — decides when a tool earns its place, scaffolds zero-dependency scripts with dual output, validates tool quality, and wires tools into SKILL.md decision trees. Use when adding a tool to a skill, improving an existing tool, deciding whether something should be a tool or inline instructions, reviewing tool quality, or when the user says "add a tool to this skill", "write a validator for this skill", "make this repeatable", or "check this tool".
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aspiers Bundle BeadsUse when working in a repository that uses bd or Beads for durable project task tracking, issue dependencies, blocker management, multi-session handoff, or shared work memory. Trigger when the user asks to find ready work, claim or close tasks, create follow-up work, inspect blockers, recover project context, or choose between local planning and persistent project tracking.
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eroslifestyle Skill PlanDecompose a feature request into a detailed implementation plan with task breakdown, dependencies, and risk assessment. Use /plan for structured planning.
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lucasilverentand Bundle Task SpecInterviews the user to turn rough intent into a written task spec before filing an issue, starting code, or doing substantial work. Use when the user asks to create an issue, start implementation, scope a task, capture specs, clarify intent, write acceptance criteria, says "grill me", or has a fuzzy request that needs a concrete brief before action.
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tony363 Skill Sc E2eE2E testing workflow supporting Playwright, Cypress, and Selenium. Run, debug, record, trace, generate test scaffolds, and view reports. Use when running browser tests, debugging E2E failures, or generating test scaffolds.
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tony363 Bundle Sc TddStrict Test-Driven Development enforcer with Red-Green-Refactor workflow automation. Auto-detects frameworks, validates semantic test failures, and blocks production code until tests fail properly. Use for feature development, bug fixes with test coverage, or refactoring with safety nets.
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eroslifestyle Skill Git WorkflowWhen to use this skill for advanced Git operations and workflow management
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eroslifestyle Skill Tdd WorkflowGuide Test-Driven Development workflow. Write tests first, then implement, then refactor. Use /tdd for TDD methodology.
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lucasilverentand Bundle PublishingManages Codex, Claude Code, and Cursor skill/plugin marketplaces — publishes plugin-owned skills, updates plugin groups, removes entries, packages skills for distribution, regenerates plugin manifests, and validates catalog integrity. Use when publishing a skill to the marketplace, bumping a version, removing a skill from the catalog, packaging a skill as a .skill file, regenerating marketplace files, moving a skill between plugins, fixing marketplace validation errors, or when the user says "publish this skill", "regenerate the marketplace", "move this skill to another plugin", or "package this skill".
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lucasilverentand Bundle ArchitectureGuides system architecture and decomposition — turns requirements into a concrete system shape by identifying components, drawing boundaries, tracing data flow, analyzing failure modes, and selecting technology. Covers the intellectual work of breaking a system apart, not the writing of a design document. Use when the user asks to architect a system, decompose a feature into components, figure out how services should talk to each other, evaluate system trade-offs, or says things like "how should we structure this", "what components do we need", "let's think through the architecture", or "where should this logic live".
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aspiers Skill Task OrchestrationRuns the full implement-and-commit loop over a task list — selects the next incomplete sub-task, implements it, runs linters and tests, marks it done, commits, and repeats until the list is finished. Use when asked to work through a feature's task list at .ai/[feature]/tasks.md unattended, or to keep going until every sub-task is complete. For a single sub-task with no commit, use task-implementation; to stop for approval between each one, use iterative-development.
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aspiers Skill Task ImplementationImplements one numbered sub-task from a task list at .ai/[feature]/tasks.md, running linters and tests, without staging, committing, or marking the task complete. Use when asked to carry out a specific sub-task by number, or as the inner step of a larger loop that handles commits separately. For the full loop including commits, use task-orchestration.
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lucasilverentand Bundle Decision TreesCreates decision trees that both humans and AI agents can follow reliably — captures expert knowledge as branching logic with concrete conditions, clear actions, and visible reasoning traces. Use when the user wants to document a decision process, create a troubleshooting guide, build a triage flowchart, write an escalation tree, or turn tribal knowledge into structured steps.
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lucasilverentand Bundle Taste EncodingInterviews the user to extract their design taste, technology preferences, and opinionated defaults for a domain, then encodes those preferences into skill reference files, decision rules, conventions, and anti-patterns. Use when the user says "encode my taste", "add my preferences to this skill", "make this skill opinionated", "interview me about my preferences for X", or asks to capture style/defaults in a reusable skill.
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lucasilverentand Bundle Repo ManagementEnd-to-end repository management: inspect and protect local state, create signed and well-scoped commits, split messy working trees, rebase or merge and resolve conflicts, open GitHub pull requests, repair PRs, watch and fix CI, clean stale branches/worktrees/stashes, and leave repos in a shippable state. Use when the user asks to commit, create a PR, clean up a repo, rebase, resolve conflicts, fix CI, make a PR merge-ready, watch checks, merge or prepare branches, or otherwise manage Git/GitHub repository state.
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lucasilverentand Bundle Create Planner ProjectCreates fresh Linear planning projects from Luca's five-phase planner structure. Use when the user asks to "create a planner project", "set up planning in Linear", "turn this app idea into a Linear planning project", or replace a live Linear template project with a reusable skill-backed workflow. Use when a real web, native, backend, automation, data, AI, or mixed-surface project needs initiative, project, milestone, and issue records in Linear without keeping reusable template issues live.
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dexploarer Skill Regex Pattern BuilderBuilds 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".
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camoa Skill Epic MigratorUse when converting a flat task into an epic folder with children, promoting a subtask to a sub_epic, or expanding an existing epic with more children. Runs the 8-step transactional migration via scripts/migrate-to-epic.sh. Supports --dry-run for preflight plan. Never leaves half-migrated state on disk.
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camoa Skill Tdd CompanionUse during implementation to enforce TDD - reminds test-first, validates the Red-Green-Refactor cycle, integrates with superpowers:test-driven-development. Trigger: 'test first', 'write tests', 'Red Green Refactor', 'TDD workflow'. MUST be active during all Phase 3 implementation. NEVER write implementation code before tests. Stack-neutral; the framework test types come from the resolved implement recipe.
Frequently asked questions
What are Productivity agent skills?
Productivity agent skills automate everyday work: task management, email drafting, calendars, note-taking systems, and personal workflows. Each is a small SKILL.md file your AI agent applies automatically when your request matches what the skill does.
Which Productivity skills are most installed?
Popular Productivity skills on SkillMD right now include task-scaler, acceptance-criteria, sdd-driven-development. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Productivity skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.