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Claude Code Product skills :)

Flowy lists 456 skills in the Product category for Claude Code, across 19 plugins. A skill is a folder of instructions an agent loads while you work. Every one here shows what is inside before you install, who wrote it, and whether it is Auto-invoked, meaning a FLOW.md router fires it as you prompt.

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Showing 96 of 456

accessibility
PopularSkill
Product

accessibility

Design, implement, and audit inclusive digital products using WCAG 2.2 Level AA

ecc1d239k
@affaan-m@affaan-mView Skill
agent-architecture-audit
PopularSkill
Product

agent-architecture-aud

Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures,…

ecc1d239k
@affaan-m@affaan-mView Skill
agent-eval
PopularSkill
Product

agent-eval

Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics

ecc1d239k
@affaan-m@affaan-mView Skill
add-uint-support
PopularSkill
Product

add-uint-support

Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to…

@pytorch@pytorchView Skill
aoti-debug
PopularSkill
Product

aoti-debug

Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from…

@pytorch@pytorchView Skill
at-dispatch-v2
PopularSkill
Product

at-dispatch-v2

Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or…

@pytorch@pytorchView Skill
beads
Skill
Product

beads

Use when working in a repository that uses bd or Beads for durable project task tracking, issue dependencies, blocker management, multi-session handoff, or…

beads1 variant1d26k
@steveyegge@steveyeggeView Skill
beads-docs
Skill
Product

beads-docs

Project conventions for writing, editing, restructuring, or reviewing the beads user documentation — the Mintlify site under docs/. Use this whenever you touch…

@steveyegge@steveyeggeView Skill
beads
Skill
Product

beads

Use when working in a repository that uses bd or Beads for durable project task tracking, issue dependencies, blocker management, multi-session handoff, or…

beads1 variant1d26k
@gastownhall@gastownhallView Skill
beads-docs
Skill
Product

beads-docs

Project conventions for writing, editing, restructuring, or reviewing the beads user documentation — the Mintlify site under docs/. Use this whenever you touch…

@gastownhall@gastownhallView Skill
budget-negotiator
Skill
Product

budget-negotiator

An advanced skill for L3 autonomous loops. When the token budget nears exhaustion, the agent analyzes its ROI and autonomously drafts a negotiation request for…

changelog-scan
Skill
Product

changelog-scan

Scan merged PRs and commits since a given reference, extract titles, labels, types, and signals. Produces structured input for release notes drafting.

loop-engineering1 variant1d10k
@cobusgreyling@cobusgreylingView Skill
ci-triage
Skill
Product

ci-triage

Classify CI failures — distinguish clear regressions from infra flakes and security-test failures. Produces structured failure reports.

loop-engineering1 variant1d10k
@cobusgreyling@cobusgreylingView Skill
improve
Skill
Product

improve

Survey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on…

@shadcn@shadcnView Skill
linear-cli
Skill
Product

linear-cli

Manage Linear issues from the command line using the linear cli. This skill allows automating linear management.

@schpet@schpetView Skill
release
Skill
Product

release

This skill should be used when the user asks to "make a release", "create a release", "cut a release", "release a new version", "publish a release", or…

@schpet@schpetView Skill
branch-audit
Skill
Product

branch-audit

--- name: branch-audit description: Audit local git branches for safe deletion with content-level verification (PR state + git cherry), flag-don't-delete…

@qf-studio@qf-studioView Skill
pilot-aws
Skill
Product

pilot-aws

Operate the AWS-hosted Pilot daemon (founder box) — status, dashboard, logs, queue queries, start/stop/restart, rebuild/upgrade, metrics tunnel,…

@qf-studio@qf-studioView Skill
pilot-debug
Skill
Product

pilot-debug

Pin Pilot executor failures against known v2.149.x patterns before exploring adjacent systems. Invoke when user says "pilot failed", "executor stuck", "epic…

@qf-studio@qf-studioView Skill
api-development
Skill
Product

api-development

后端API开发方法论,包括RESTful/GraphQL设计、请求验证、错误处理和安全实现

@echovic@echovicView Skill
brainstorming
Skill
Product

brainstorming

需求澄清 Skill。当用户只给了模糊描述时自动触发,通过业务提问把一句话翻译成完整需求,交给 Boss 流水线执行。 Triggers: '我想做一个', '帮我做', '有个想法', 'brainstorm', '帮我规划一下', '做个XX', 'I want to build' Does NOT…

@echovic@echovicView Skill
linear-claude-skill
Skill
Product

linear-claude-skill

Managing Linear issues, projects, and teams. Use when working with Linear tasks, creating issues, updating status, querying projects, or managing team…

@wrsmith108@wrsmith108View Skill
code-simplification
Skill
Product

code-simplification

Use after implementing features, before claiming a phase is complete, when reviewing AI-generated code, or when code feels overly complex. Also use when you…

@lgbarn@lgbarnView Skill
documentation
Skill
Product

documentation

Use when shipping features with public interfaces that lack docs, generating documentation, updating README files, writing API docs, creating architecture…

@lgbarn@lgbarnView Skill
git-workflow
Skill
Product

git-workflow

Use when starting feature work that needs a branch, creating worktrees for isolation, making atomic commits during development, or completing a development…

@lgbarn@lgbarnView Skill
api
Skill
Product

api

Execute a raw Jira REST API call through the jirac CLI, including GET, POST, PUT, DELETE, and PATCH requests to any Jira REST endpoint

arn-assessing
Skill
Product

arn-assessing

This skill should be used when the user says "assessing", "arness assessing", "assess", "assess codebase", "technical review", "codebase assessment", "find…

@appsvortex@appsvortexView Skill
arn-brainstorming
Skill
Product

arn-brainstorming

This skill should be used when the user says "brainstorming", "arn brainstorming", "brainstorm", "let's brainstorm", "start brainstorming", "brainstorming…

@appsvortex@appsvortexView Skill
arn-code-assess
Skill
Product

arn-code-assess

This skill should be used when the user says "arness code assess", "arn-code-assess", "assess codebase", "technical review", "codebase assessment", "find…

@appsvortex@appsvortexView Skill
backlog
Skill
Product

backlog

Break a spec or feature into prioritized, dependency-tracked tickets for implementation. Use when a spec is too large to build at once, or when the user wants…

@pcatattacks@pcatattacksView Skill
build
Skill
Product

build

Plan and execute code implementation for a feature or product. Can generate a plan file for Cursor or build directly with Claude. Use when the user is ready to…

@pcatattacks@pcatattacksView Skill
linear-workspace
Skill
Product

linear-workspace

Linear issue management — routes work to specialized agents and slash commands. Use when: creating, updating, searching, bulk-editing, cleaning up, syncing…

ac-writer
Skill
Product

ac-writer

Use as the first phase of a wave. Drafts brutal, testable acceptance criteria for a feature. Each AC must be falsifiable by a real-world test. Output written…

green-impl
Skill
Product

green-impl

Use after RED is verified failing. Writes the minimum code to make RED tests pass, then verifies on a live stack with Playwright screenshots before any…

ratchet-audit
Skill
Product

ratchet-audit

Deep multi-agent audit of the current codebase that ends in an executable artifact — ratchet/AUDIT.md (understanding + findings) and ratchet/BACKLOG.md…

@afrizzal@afrizzalView Skill
ratchet-backlog
Skill
Product

ratchet-backlog

Create, validate, extend, groom, and migrate ratchet BACKLOG.md files — from TODO/FIXME comments, GitHub issues, a PRD/notes file, or plain conversation.…

@afrizzal@afrizzalView Skill
ratchet-loop
Skill
Product

ratchet-loop

Execute a ratchet BACKLOG.md in a verified engineering loop — pick the next eligible item, implement exactly its spec, run its acceptance criteria until green…

@afrizzal@afrizzalView Skill
developer
Skill
Product

developer

Orchestrates unattended spec delivery — loops over a spec's child issues in dependency order, dispatching dispatcher (complexity triage), code-author…

fix-pr
Skill
Product

fix-pr

Reads all unresolved review comments and threads on a change (PR/MR) — and its failing CI checks, which count as feedback too — implements the fixes, pushes,…

implement-issue
Skill
Product

implement-issue

Implements an issue end-to-end: fetches the spec from the project issue tracker, creates branch, writes code with TDD, runs checks, commits, publishes a draft…

agent-harness-construction
PopularSkill
Product

agent-harness-construc

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

ecc1d239k
@affaan-m@affaan-mView Skill
agent-introspection-debugging
PopularSkill
Product

agent-introspection-de

Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.

ecc1d239k
@affaan-m@affaan-mView Skill
agent-payment-x402
PopularSkill
Product

agent-payment-x402

Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk and X Layer…

ecc1d239k
@affaan-m@affaan-mView Skill
ci-metrics
PopularSkill
Product

ci-metrics

Query PyTorch CI, GitHub Actions, HUD, Grafana, and infrastructure metrics. Use when users ask about CI duration, job failures, queue times, workflow trends,…

@pytorch@pytorchView Skill
cuda-index-width
PopularSkill
Product

cuda-index-width

Choose 32-bit vs 64-bit index math in PyTorch CUDA kernels. Use when fixing large-tensor indexing overflows, deciding whether to use int64_t,…

@pytorch@pytorchView Skill
distributed-triage
PopularSkill
Product

distributed-triage

Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged. Use when an issue has…

@pytorch@pytorchView Skill
install-loop
Skill
Product

install-loop

Install Loop Engineering into a project via the unified CLI front door (@cobusgreyling/loop). Prefer this over invoking loop-init / loop-audit separately.…

changelog-generation
Skill
Product

changelog-generation

自动生成 CHANGELOG,基于 git 提交历史和 pipeline 产物信息,遵循 Conventional Commits 和 Keep a Changelog 规范

@echovic@echovicView Skill
code-review
Skill
Product

code-review

代码审查方法,包含审查清单、常见问题、最佳实践

@echovic@echovicView Skill
competitive-analysis
Skill
Product

competitive-analysis

竞品调研和分析方法,通过系统性分析竞品的功能、体验和策略,发现差异化机会

@echovic@echovicView Skill
import-spec
Skill
Product

import-spec

Import a spec-kit feature spec into Shipyard, replacing brainstorming. Use when a spec-kit feature directory exists with spec.md.

@lgbarn@lgbarnView Skill
import-spec-file
Skill
Product

import-spec-file

Import a handwritten spec document into Shipyard, replacing brainstorming. Use when a freeform spec, requirements, or design document exists.

@lgbarn@lgbarnView Skill
infrastructure-validation
Skill
Product

infrastructure-validat

Use when working with Terraform (.tf, .tfvars), Ansible (playbooks, roles, inventory), Docker (Dockerfile, docker-compose.yml), Kubernetes (manifests, Helm…

@lgbarn@lgbarnView Skill
batch
Skill
Product

batch

Run mixed Jira operations (create, update, transition, archive) from a single JSON manifest file using jirac batch

arn-code-batch-cve-fix
Skill
Product

arn-code-batch-cve-fix

This skill should be used when the user says "fix CVEs", "patch vulnerabilities", "apply security patches", "resolve security advisories", "batch CVE fix",…

@appsvortex@appsvortexView Skill
arn-code-batch-cve-scan
Skill
Product

arn-code-batch-cve-sca

This skill should be used when the user says "scan for CVEs", "CVE scan", "check for vulnerabilities", "find vulnerabilities", "check security advisories",…

@appsvortex@appsvortexView Skill
arn-code-batch-implement
Skill
Product

arn-code-batch-impleme

This skill should be used when the user says "batch implement", "implement all", "batch execution", "implement all features", "parallel implement", "implement…

@appsvortex@appsvortexView Skill
design
Skill
Product

design

Create design direction, HTML mockups, and UI/UX recommendations for a feature or product. Use when the user needs visual direction, component specifications,…

@pcatattacks@pcatattacksView Skill
discover
Skill
Product

discover

Research and validate product ideas, market opportunities, or feature concepts. Use when the user wants to explore whether an idea is worth pursuing, needs…

@pcatattacks@pcatattacksView Skill
red-tests
Skill
Product

red-tests

Use after DR and before any production code is written. Writes failing tests that encode the AC and DR visual assertions, then proves they fail by running…

ratchet-recommend
Skill
Product

ratchet-recommend

Turn a ratchet BACKLOG.md + Ledger into a prioritized, model-routed execution plan (ratchet/NEXT.md) — what to do next, who should do each item (an autonomous…

@afrizzal@afrizzalView Skill
ratchet-ship
Skill
Product

ratchet-ship

Release runbook that takes verified local work to a green deploy — full local preflight, diff and secret review, push per the repo's convention, watch CI to…

@afrizzal@afrizzalView Skill
review-pr
Skill
Product

review-pr

Reviews a change (PR/MR) diff against main, posts inline review comments and a summary, then marks it ready for review. Tracker- and host-agnostic — GitHub via…

setup-developer-skills
Skill
Product

setup-developer-skills

Configure this repo for the /developer unattended spec-delivery pipeline — patches the issue tracker doc with the pipeline's Delivery operations, writes…

agent-self-evaluation
PopularSkill
Product

agent-self-evaluation

Use after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — with…

ecc1d239k
@affaan-m@affaan-mView Skill
agent-sort
PopularSkill
Product

agent-sort

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using…

ecc1d239k
@affaan-m@affaan-mView Skill
agentic-engineering
PopularSkill
Product

agentic-engineering

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

ecc1d239k
@affaan-m@affaan-mView Skill
docstring
PopularSkill
Product

docstring

Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating docstrings in PyTorch code.

@pytorch@pytorchView Skill
document-public-apis
PopularSkill
Product

document-public-apis

Document undocumented public APIs in PyTorch by removing functions from coverage_ignore_functions and coverage_ignore_classes in docs/source/conf.py, running…

@pytorch@pytorchView Skill
fix-issue
PopularSkill
Product

fix-issue

Fix bugs reported in PyTorch GitHub issues by reproducing, root-causing, and implementing a fix in the local working tree. Use when the user asks to fix a…

@pytorch@pytorchView Skill
loop-budget
Skill
Product

loop-budget

Check token budget and run-log spend before and after a loop run. Enforces early exit when over budget or when there is no actionable work.

component-development
Skill
Product

component-development

前端组件开发方法论,包括组件设计原则、状态管理、样式实现和性能优化

@echovic@echovicView Skill
data-api-design
Skill
Product

data-api-design

数据模型和API设计方法论,包含ERD设计、数据字典、RESTful API规范

@echovic@echovicView Skill

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