Turn identified threats and business needs into specific, testable security requirements. Define priorities, explain the rationale, and develop security user stories, acceptance criteria, and test cases linked to the risks they address.
- Turn threat models into security requirements
- Write security user stories and acceptance criteria
- Develop security test cases
wshobson/agents☆ 41.2KUpdated Oct 20, 2026
Design and implement interfaces around the intended audience and constraints. Plan visual hierarchy, spacing, and interface states, support different screen sizes and accessibility needs, then check the appearance against agreed acceptance criteria.
- Design an interface for a defined audience and constraints
- Implement layouts that adapt to different screen sizes
- Include accessibility in interface implementation
codewhale-hq/Codewhale☆ 41.1KUpdated Oct 20, 2026
Create structured Markdown specifications that AI agents can read and use. Organize requirements, constraints, interfaces, acceptance criteria, and testing plans into a self-contained document with clear definitions and examples.
- Writing specifications for AI-assisted implementation
- Defining requirements and acceptance criteria
- Documenting APIs and data contracts
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Compare specification requirements with the codebase and create GitHub issues for unmet requirements. Check existing issues for duplicates, then include requirement IDs, implementation guidance, context, and acceptance criteria in each new issue.
- Finding requirements missing from an implementation
- Turning unmet requirements into GitHub issues
- Checking for duplicate issues before creating tasks
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Create a feature PRD, a product requirements document, from a parent Epic. Turns a feature idea into user stories, explicit requirements, acceptance criteria, and scope boundaries that engineering teams can use to prepare a technical specification.
- Turn a feature within an Epic into a detailed PRD
- Describe primary user paths and edge cases
- Define acceptance criteria for feature completion
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Retrieve GitHub Copilot usage for an organization or enterprise through the GitHub CLI and REST API. Summarize active users, suggestion acceptance, and chat activity, with aggregate results or per-user tables for selected dates.
- Check Copilot adoption across an organization
- Review suggestion acceptance rates and chat usage
- Compare usage across individual users
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Turns implementation requests into concise work plans with file references, testable acceptance criteria, risks, and verification steps. It can clarify vague requirements through focused questions, generate a plan directly, or review an existing plan.
- Clarifying vague requirements before implementation
- Creating a plan with testable acceptance criteria
- Reviewing an existing work plan
Yeachan-Heo/oh-my-codex☆ 33.6KUpdated Oct 20, 2026
Run a persistent research workflow with a defined goal and explicit acceptance checks. It saves progress and finishes only when a recorded result passes either a validation script or an architect review of the research output.
- Research with explicit acceptance criteria
- Verify research results with a script
- Require review approval before completing research
Yeachan-Heo/oh-my-codex☆ 33.6KUpdated Oct 20, 2026
Turn large product requirements into user stories with acceptance criteria, effort estimates, and priorities. The toolkit supports backlog management, sprint planning based on team capacity, and tracking how much work the team completes over time.
- Breaking large requirements into user stories
- Preparing acceptance criteria and effort estimates
- Prioritizing the development backlog
davila7/claude-code-templates☆ 32.8KUpdated Oct 20, 2026
Track candidates from first outreach to offer acceptance, and review time spent at each stage, conversion rates, and recruiting sources. Use these measures to understand hiring progress and where candidates drop out.
- Reviewing candidate progress across hiring stages
- Finding delays and drop-offs in the hiring process
- Comparing recruiting sources and offer acceptance rates
anthropics/knowledge-work-plugins☆ 30.8KUpdated Oct 20, 2026
Turn small game changes into concise specifications with clear reasons, rules, and acceptance criteria. Check existing design documents and earlier specifications, then document tuning adjustments, minor behavior changes, or small features before implementation.
- Documenting game balance adjustments
- Specifying minor behavior changes
- Defining a small mechanic for an existing system
Donchitos/Claude-Code-Game-Studios☆ 27KUpdated Oct 19, 2026
Turn a named NemoClaw issue into an implementation plan with clear ownership, scope, completion criteria, and validation evidence. For larger changes, define independently useful steps, their dependencies, and delivery order.
- Plan implementation for a named issue
- Divide a large change into useful steps
- Define acceptance criteria and test evidence
NVIDIA/NemoClaw☆ 22.8KUpdated Oct 20, 2026
Use an English working contract in Trae to address repeated failures or unverified completion. It separates execution, self-review, and acceptance, guiding agents through small checks and delivering results with evidence, residual risks, and confirmation needs.
- Restarting a stalled task in Trae with a different approach
- Requesting command output to support a completion claim
- Reviewing changes with evidence and remaining risks
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Organize Jira issues, plan sprints, and define workflows with clear ownership and acceptance criteria. Get help writing JQL, Jira's query language, to find stalled work, review workloads, and support project reporting.
- Organizing issues and acceptance criteria
- Planning sprints from recent team performance
- Finding stalled issues and blockers with JQL
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Design loops that improve an agent’s own prompts, workflows, or execution code from failure records. Define bounded edits, preserve candidate histories, and accept changes through independent tests that check improvements and regressions.
- Designing agent self-improvement from failure records
- Defining acceptance checks for self-modifying workflows
- Diagnosing score gaming and stalled improvement
muratcankoylan/Agent-Skills-for-Context-Engineering☆ 18.2KUpdated Oct 12, 2026
Review a GitHub pull request or branch and receive a concise summary of its purpose, design choices, and notable code. Check linked issue acceptance and highlight evidence-based concerns through their observable impact on users.
- Understand a pull request before reviewing it
- Summarize changes in a branch without a PR
- Review design decisions with file and line references
NVIDIA/OpenShell☆ 16.8KUpdated Oct 20, 2026
Automate LinkedIn messages, connection acceptance, and feed posts with practical browser workflows. The skill explains visual targeting, image uploads, delivery checks, and when to stop if login prompts or account restrictions appear.
- Send messages from LinkedIn profiles
- Accept connection requests and send welcome messages
- Publish feed posts with images
aden-hive/hive☆ 11.1KUpdated Oct 20, 2026
Review code changes with an independent agent from a different model provider. After tests pass, check a fixed diff against acceptance criteria, send blocking issues back to the implementer, and repeat until review passes.
- Get an independent review from another model provider
- Check a pull request against acceptance criteria
- Turn blocking findings into concrete fix tasks
omnigent-ai/omnigent☆ 10.9KUpdated Oct 20, 2026
Clarify what a development phase should deliver before discussing implementation. Through structured questions and ambiguity scores, the skill produces SPEC.md with testable requirements, explicit scope boundaries, and acceptance criteria for judging completion.
- Clarifying phase requirements before discussing implementation
- Defining scope boundaries and acceptance criteria
- Drafting a specification with recommended defaults
open-gsd/gsd-core☆ 10.7KUpdated Oct 20, 2026
Check implemented features through conversational acceptance testing, confirming behavior from the user's perspective. Record each result, retain testing progress, and diagnose reported problems to prepare verified repair plans for a subsequent execution step.
- Check completed features from a user's perspective
- Resume an unfinished acceptance testing session
- Diagnose issues and prepare repair plans
open-gsd/gsd-core☆ 10.7KUpdated Oct 20, 2026
Audit acceptance tests, which check whether features meet user needs, and verification records across project phases. Compare outstanding items with the codebase, flag outdated documentation, and produce a prioritized plan for human testing.
- Finding outstanding acceptance tests across phases
- Collecting blocked items and checks needing human input
- Checking whether verification records match the code
open-gsd/gsd-core☆ 10.7KUpdated Oct 20, 2026
Routes quality checks to the appropriate skill, covering code review and fixes, debugging, security checks, acceptance testing, AI response evaluation, and interface reviews. It also directs requests for validating phase outputs or reviewing plans across AI systems.
- Review code and fix reported issues
- Investigate feature failures and errors
- Check security and acceptance testing
open-gsd/gsd-core☆ 10.7KUpdated Oct 20, 2026
Split large feature requests or user stories, descriptions of what users need, into smaller deliverable pieces. Eight patterns guide the breakdown, with acceptance criteria and checks that each piece provides value and can be developed and tested independently.
- Breaking down work that will not fit in one sprint
- Clarifying backlog items that are too large to estimate
- Separating stories with multiple acceptance scenarios
deanpeters/Product-Manager-Skills☆ 7.5KUpdated Oct 16, 2026
Evaluate code against a product requirements document, scoring implementation and tests separately for each acceptance criterion. Produce an evidence-backed final grade, identify gaps, and compare implementations using a fixed checklist and scoring method.
- Checking whether a feature fulfills its requirements
- Comparing implementations of the same specification
- Auditing unit and end-to-end test coverage
tech-leads-club/agent-skills☆ 7.1KUpdated Oct 17, 2026