测试

add-provider

ThinkInAIXYZ

Add a DeepChat LLM provider through explicit reviewed source changes. Use when a developer asks Codex to add a provider, provider profile, upstream provider config, model catalog mapping, provider auth behavior, or a special provider adapter in this repository.

deepchat-sdd

ThinkInAIXYZ

Use before substantial DeepChat code, configuration, documentation, test, build, feature, issue, refactor, or architecture changes that need a durable RFC and an explicit execution path. Skip trivial style fixes, small localized logic changes, routine docs edits, and simple bugs unless the developer asks for SDD. Use plan.md as the only separate tracker when needed, default to implementation-first validation, and ask before optional GitHub issue sync unless the developer explicitly requested sync.

rails-testing

etewiah

Help with Rails testing including unit tests, integration tests, fixtures, and debugging test failures. Use when working on tests or debugging test issues.

hai-idea

hylarucoder

Evaluates whether an idea deserves attention and returns a clear verdict — Do / Validate first / Reframe / Defer / Kill — with a dimension-by-dimension scorecard (pain, audience, leverage, timing, cost, risk, proof path), the strongest objection, a stronger reframe, and the cheapest validation test. Use whenever the user wonders if an idea, feature, product, or project is good, worth doing, worth their time, too vague, risky, low-value, a distraction, or a fake need; wants two or more ideas compared and ranked; or asks whether to build, ship, kill, postpone, reframe, or turn it into a goal or PRD — even when they only say it casually and never ask for an evaluation. Trigger on 想法是不是好主意, 我有个想法, 帮我看看这个想法, 这个点子怎么样, 值不值得做, 值得投入吗, 要不要做, 该不该做, 这个需求要不要接, 是否应该验证, 该不该砍掉, 是不是伪需求, 是不是在瞎折腾, 哪个更值得做, and casual English like "should I build this", "is this worth my time", "worth doing? or kill it".

community-building

RefoundAI

Help users build and grow product communities. Use when someone is starting a community, scaling an ambassador program, driving community-led growth, or choosing between user, developer, or partner communities.

launch-marketing

RefoundAI

Help users plan and execute product launches. Use when someone is planning a product launch, preparing PR outreach, coordinating a go-to-market campaign, launching on Product Hunt, or asking how to generate buzz for a new feature or product.

table-driven-test

cockroachdb

Guidelines for creating clean, well-structured table-driven tests in Go following CockroachDB conventions.

building-sales-team

RefoundAI

Help users build and scale their sales organization. Use when someone is hiring their first salespeople, deciding when to bring on sales leadership, structuring sales compensation, or transitioning from founder-led sales.

media-relations

RefoundAI

Help users build relationships with journalists and get press coverage. Use when someone is pitching reporters, preparing for media outreach, trying to get press coverage, or managing ongoing journalist relationships.

statistics-fundamentals

JoelLewis

"Statistical methods for financial data: distributions, covariance matrices, regression, bootstrapping, shrinkage estimators."

examination-readiness

JoelLewis

"SEC and FINRA examination process: exam types, document production, deficiency findings, mock exam frameworks, examination priorities, remediation strategies."

python-peewee

narumiruna

Patterns for using Peewee ORM with DatabaseProxy and scoped connections/transactions. Use when setting up DatabaseProxy, managing connection_context/atomic blocks, or writing tests with SQLite.

finishing-a-development-branch

oyi77

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

brainstorming

oyi77

Effective brainstorming skill for features and projects. Clarify intent, explore options, and guide design decisions to align with user goals.

subagent-driven-development

oyi77

Use when executing implementation plans with independent tasks in the current session

code-reviewer

oyi77

Professional code review skill. Review local changes or PRs for correctness, maintainability, and best practices. Based on playbooks.com community skill.

integration-test

cockroachdb

Guidelines for writing integration tests with CockroachDB test servers, including when to use them and how to use sqlutils.

Practice Question Generator

https-deeplearning-ai

plan

whawkinsiv

"Use this skill when the user needs to turn an idea into a buildable spec, write a project scope, create feature requirements, or define an MVP. Covers quick feature specs (10-15 min) for immediate AI builds and full project scopes (1-2 hours) for planning and contractor estimates."

conversion

whawkinsiv

"Use this skill when the user needs to improve conversion rates, reduce funnel drop-off, optimize signup flows, or increase trial-to-paid conversion. Covers funnel analysis, friction reduction, behavioral psychology, social proof, and A/B testing strategies."

payments

whawkinsiv

"Use this skill when the user needs to set up Stripe, implement subscriptions, handle billing, configure payment plans, manage failed payments, deal with refunds, set up tax collection, or troubleshoot payment issues. Covers Stripe configuration, subscription lifecycle, dunning, tax compliance, and billing operations for bootstrapped SaaS."

ai-assisted-development

baz-scm

Leveraging AI coding assistants and tools to boost development productivity, while maintaining oversight to ensure quality results.

finances

whawkinsiv

"Use this skill when the user needs to build a financial model, calculate unit economics, understand MRR/ARR/churn, or figure out their quit number. Covers SaaS metrics, CAC/LTV, burn rate, cash flow modeling, and making unit economics legible for non-finance founders."

integrations

whawkinsiv

"Use this skill when the user needs to connect third-party services, set up APIs, add OAuth, configure webhooks, or integrate tools like Slack, Zapier, email providers, or payment processors. Covers API integration patterns, auth flows, webhook handling, and building integrations that non-technical founders can maintain."