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Skill
code-simplification
addyosmani/agent-skills · skills/code-simplification
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity. Use when asked to simplify, clean up, or reduce the nesting of a function or module that already works, even when the code is pasted inline and nothing else needs to change.
Repository stars: 113,785 · Incomplete scan
Skill
observability-and-instrumentation
addyosmani/agent-skills · skills/observability-and-instrumentation
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.
Repository stars: 113,785 · Incomplete scan
Skill
idea-refine
addyosmani/agent-skills · skills/idea-refine
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on "ideate", "refine this idea", or "stress-test my plan".
Repository stars: 113,785 · Incomplete scan
Skill
deprecation-and-migration
addyosmani/agent-skills · skills/deprecation-and-migration
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when migrating a database schema in production, such as renaming or dropping a column without downtime (expand/contract). Use when deciding whether to maintain or sunset existing code.
Repository stars: 113,785 · Incomplete scan
Skill
doubt-driven-development
addyosmani/agent-skills · skills/doubt-driven-development
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you want every assumption cross-examined before proceeding, when stress-testing a plan for hidden failure modes, when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production auth, security-sensitive logic, a high-stakes migration, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later.
Repository stars: 113,785 · Incomplete scan
Skill
constraint-driven-development
addyosmani/agent-skills · skills/constraint-driven-development
Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds when they have no number in mind, records everything in CONSTRAINTS.md, and watches the diff for a weakened bar — new @ts-ignore or eslint-disable suppressions, skipped or deleted tests, assertions stripped out, unimplemented stubs, thresholds edited down. Use when no quality bar is written down, when the user says "set up constraints" or "define our standards", when the user wants dimensions they care about — accessibility, web performance, coverage — set up as enforced constraints, when an agent keeps silencing checks or skipping tests to get to green, when you need a coverage or performance threshold and don't know what number to pick, or when an agent writes more code than anyone will read.
Repository stars: 113,785 · Incomplete scan
Skill
incremental-implementation
addyosmani/agent-skills · skills/incremental-implementation
Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches more than one file, or when picking up the next task from a plan. Use when rolling a change out behind a feature flag, when you're about to write a large amount of code at once, or when a task feels too big to land in one step.
Repository stars: 113,785 · Incomplete scan
Skill
interview-me
addyosmani/agent-skills · skills/interview-me
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified ("build me X" without "for whom" or "why now"), when the user explicitly invokes ("interview me", "grill me", "are we sure?", "stress-test my thinking"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists.
Repository stars: 113,785 · Incomplete scan
Skill
code-review-and-quality
addyosmani/agent-skills · skills/code-review-and-quality
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch. Use when asked to review a diff or a pull request, even when the diff is pasted inline.
Repository stars: 113,785 · Incomplete scan
Skill
frontend-ui-engineering
addyosmani/agent-skills · skills/frontend-ui-engineering
Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG accessibility requirements, managing state, or when the output needs to look and feel production-quality rather than AI-generated.
Repository stars: 113,785 · Incomplete scan
Skill
context-engineering
addyosmani/agent-skills · skills/context-engineering
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.
Repository stars: 113,785 · Incomplete scan
Skill
git-workflow-and-versioning
addyosmani/agent-skills · skills/git-workflow-and-versioning
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, splitting uncommitted work in a messy working tree into clean atomic commits, opening or reviewing a pull request (PR), pushing to a remote, or when you need to organize work across multiple parallel streams. Use when cutting a release, choosing a semantic version bump, tagging, or writing a changelog. Use when asked to write a commit message or a changelog entry for a change, or to split a change into commits, even when the diff is pasted inline and the message seems easy to write from it.
Repository stars: 113,785 · Incomplete scan
Skill
browser-testing-with-devtools
addyosmani/agent-skills · skills/browser-testing-with-devtools
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
Repository stars: 113,785 · Incomplete scan
Skill
documentation-and-adrs
addyosmani/agent-skills · skills/documentation-and-adrs
Records decisions and documentation. Use when you need to document an architecture decision (ADR) or the reasoning behind a design choice, when changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.
Repository stars: 113,785 · Incomplete scan
Skill
test-driven-development
addyosmani/agent-skills · skills/test-driven-development
Drives development with tests using the red-green-refactor loop. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality. Use when asked to add tests to a function, fix a bug in it or change its behavior, even when the code is pasted inline and the request does not mention tests.
Repository stars: 113,785 · Incomplete scan
Skill
planning-and-task-breakdown
addyosmani/agent-skills · skills/planning-and-task-breakdown
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible.
Repository stars: 113,785 · Incomplete scan
Skill
shipping-and-launch
addyosmani/agent-skills · skills/shipping-and-launch
Prepares production launches. Use when preparing to deploy to production, or when asking what needs to be in place before shipping. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.
Repository stars: 113,785 · Incomplete scan
Skill
performance-optimization
addyosmani/agent-skills · skills/performance-optimization
Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web Vitals or load times need improvement, when N+1 query patterns need fixing, or when profiling reveals bottlenecks.
Repository stars: 113,785 · Incomplete scan
Skill
source-driven-development
addyosmani/agent-skills · skills/source-driven-development
Grounds every implementation decision in official documentation. Use when you want to verify an approach against the official docs before implementing it, or when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.
Repository stars: 113,785 · Incomplete scan
Skill
using-agent-skills
addyosmani/agent-skills · skills/using-agent-skills
Discovers and invokes agent skills. Use when starting a session, or when you need to decide which skill or workflow applies to the piece of work at hand. This is the meta-skill that governs how all other skills are discovered and invoked.
Repository stars: 113,785 · Incomplete scan
Skill
spec-driven-development
addyosmani/agent-skills · skills/spec-driven-development
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when drafting a PRD or requirements document with objectives and scope, or when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying.
Repository stars: 113,785 · Incomplete scan
Skill
delegate-work
paperclipai/paperclip · integrations/assistant-plugins/openai/paperclip/skills/delegate-work
Delegate user-requested work to an existing Paperclip agent, with a durable task reference and clear execution expectations.
Repository stars: 111,823 · Incomplete scan
Skill
para-memory-files
paperclipai/paperclip · skills/para-memory-files
Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, recall, tacit user patterns, or plan memory.
Repository stars: 111,823 · Incomplete scan
Skill
doc-maintenance
paperclipai/paperclip · packages/skills-catalog/catalog/bundled/docs/doc-maintenance
Keep project docs aligned with recent code and feature changes — detect drift, update affected pages, and add release-relevant notes without rewriting unchanged sections.
Repository stars: 111,823 · Incomplete scan
Skill
paperclip-task-bridge
paperclipai/paperclip · packages/adapters/hermes/skills/paperclip-task-bridge
Create, comment on, update, and list Paperclip tasks from Hermes using scoped Paperclip API credentials.
Repository stars: 111,823 · Incomplete scan
Skill
prepare-mcp-integration
paperclipai/paperclip · packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration
Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. Use for new integration research and delivery; not for ad hoc connector coding that bypasses the playbooks.
Repository stars: 111,823 · Incomplete scan
Skill
first-task
paperclipai/paperclip · server/src/onboarding-assets/first-task/skills/first-task
Guide the user's first Paperclip task when its description invokes /first-task. Interpret the opening answer, clarify their goal, propose a plan or a single task, and wait for approval before hiring agents or executing approved work.
Repository stars: 111,823 · Incomplete scan
Skill
follow-up-results
paperclipai/paperclip · integrations/assistant-plugins/shared/skills/follow-up-results
Find progress or deliverables from earlier Paperclip work and add user-requested feedback with human attribution.
Repository stars: 111,823 · Incomplete scan
Skill
agentmail
paperclipai/paperclip · skills/agentmail
Use your assigned AgentMail inbox to read email tasks, explicitly send or reply, and check delivery. Provided automatically by your inbox assignment.
Repository stars: 111,823 · Incomplete scan
Skill
paperclip
paperclipai/paperclip · skills-releases/paperclip/v0
Interact with the Paperclip control plane API for task coordination and governance. Use when checking assignments, updating issue status, posting comments, delegating work, managing routines, or calling Paperclip API endpoints.
Repository stars: 111,823 · Incomplete scan
Skill
suggestion-box
paperclipai/paperclip · skills/suggestion-box
Quietly suggest a concrete improvement after observing material, generalizable friction in agent work. Submit proactively without permission, preview, or announcement, then continue the primary task.
Repository stars: 111,823 · Incomplete scan
Skill
wiki-query
paperclipai/paperclip · packages/plugins/plugin-llm-wiki/skills/wiki-query
Use when an LLM Wiki operation issue asks a question. Answer from wiki pages and raw sources with citations, name gaps plainly, and offer to file durable synthesis when the answer should compound.
Repository stars: 111,823 · Incomplete scan
Skill
task-planning
paperclipai/paperclip · packages/skills-catalog/catalog/bundled/paperclip-operations/task-planning
Write or revise a useful Paperclip plan with a clear outcome and verification. Use when a plan is requested or uncertainty needs resolving before execution.
Repository stars: 111,823 · Incomplete scan
Skill
index-refresh
paperclipai/paperclip · packages/plugins/plugin-llm-wiki/skills/index-refresh
Use when an LLM Wiki operation issue requests an index refresh. Rebuild `wiki/index.md` from the actual wiki tree, reconcile missing/deleted entries, and log counts without editing page bodies.
Repository stars: 111,823 · Incomplete scan
Skill
follow-up-results
paperclipai/paperclip · integrations/assistant-plugins/openai/paperclip/skills/follow-up-results
Find progress or deliverables from earlier Paperclip work and add user-requested feedback with human attribution.
Repository stars: 111,823 · Incomplete scan
Skill
paperclip-distill
paperclipai/paperclip · packages/plugins/plugin-llm-wiki/skills/paperclip-distill
Use when an operation issue is a Paperclip cursor-window, distill, or backfill. Turn source-bundled Paperclip activity into wiki-insightful project standups, durable project pages, decisions, and history without asset dereferencing.
Repository stars: 111,823 · Incomplete scan
Skill
reflection-coach
paperclipai/paperclip · packages/skills-catalog/catalog/bundled/paperclip-operations/reflection-coach
Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, never hot-swaps.
Repository stars: 111,823 · Incomplete scan
Skill
paperclip
paperclipai/paperclip · skills/paperclip
Use for Paperclip-managed tasks and heartbeats: reading task context, delivering task documents or files, updating completion or blockers, coordinating or delegating work, and following company governance. Includes control plane API operations for assignments, comments, approvals, and routines.
Repository stars: 111,823 · Incomplete scan
Skill
paperclip-converting-plans-to-tasks
paperclipai/paperclip · skills/paperclip-converting-plans-to-tasks
Decide whether Paperclip work needs delegation, and connect justified tasks with owners and real dependencies. Use when turning an authorized plan into work.
Repository stars: 111,823 · Incomplete scan
Skill
delegate-work
paperclipai/paperclip · integrations/assistant-plugins/shared/skills/delegate-work
Delegate user-requested work to an existing Paperclip agent, with a durable task reference and clear execution expectations.
Repository stars: 111,823 · Incomplete scan
Skill
LLM Wiki Maintainer
paperclipai/paperclip · packages/plugins/plugin-llm-wiki/skills/wiki-maintainer
Use the LLM Wiki plugin tools to maintain a cited local company wiki.
Repository stars: 111,823 · Incomplete scan
Skill
qa-acceptance
paperclipai/paperclip · packages/skills-catalog/catalog/bundled/quality/qa-acceptance
Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit pass/fail evidence.
Repository stars: 111,823 · Incomplete scan
Skill
wireframe
paperclipai/paperclip · packages/skills-catalog/catalog/bundled/product/wireframe
Produce low-fidelity black-and-white UI wireframes as SVGs or viewer pages. Use when asked to wireframe, sketch a screen, draft a layout, make a low-fi mockup, or publish wireframes.
Repository stars: 111,823 · Incomplete scan
Skill
summarize-status
paperclipai/paperclip · packages/skills-catalog/catalog/bundled/paperclip-operations/summarize-status
Write a short, colloquial summary for a Paperclip summary slot: open with the 1–3 specific, concrete actions the reader needs to take right now to unblock the work, then a brief plain-language status, streaming progress as it works.
Repository stars: 111,823 · Incomplete scan
Skill
wiki-ingest
paperclipai/paperclip · packages/plugins/plugin-llm-wiki/skills/wiki-ingest
Use when an operation issue asks to ingest a captured `raw/` source into the LLM Wiki, or the user says "ingest <slug>". Create durable source, entity, concept, synthesis, index, and log pages; use paperclip-distill for Paperclip bundles.
Repository stars: 111,823 · Incomplete scan
Skill
ramp
paperclipai/paperclip · packages/skills-catalog/catalog/optional/finance/ramp
Fetch and follow Ramp's published agent playbooks inside Paperclip, with mandatory approval gates for spend, incorporation, cards, account setup, and other financial actions.
Repository stars: 111,823 · Incomplete scan
Skill
delegate-work
paperclipai/paperclip · integrations/assistant-plugins/claude/paperclip/skills/delegate-work
Delegate user-requested work to an existing Paperclip agent, with a durable task reference and clear execution expectations.
Repository stars: 111,823 · Incomplete scan
Skill
wiki-lint
paperclipai/paperclip · packages/plugins/plugin-llm-wiki/skills/wiki-lint
Use when an LLM Wiki operation issue is a lint or health check. Audit for contradictions, orphans, weak provenance, broken links, missing concept pages, and index/log drift; return triage findings without auto-fixing.
Repository stars: 111,823 · Incomplete scan
Skill
paperclip-create-agent
paperclipai/paperclip · skills/paperclip-create-agent
Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/config, and submit a hire request.
Repository stars: 111,823 · Incomplete scan
Skill
slack
paperclipai/paperclip · skills/slack
Use the assigned Slack bot from Slack conversations, Paperclip tasks, and routines to read shared discussions and collaborate.
Repository stars: 111,823 · Incomplete scan
Automated signals, not a guarantee. How the checks work.
