Work through project decisions one question at a time, with a recommended answer and a short explanation. Record settled choices in project documentation, including scope, completion criteria, constraints, risks, and unresolved questions.
- Clarify project goals through a decision interview
- Agree on deliverables and completion criteria
- Record settled decisions in project documentation
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Create goals and support ongoing progress using guidance for the relevant life area. Record commitments, consider changing priorities and competing goals, and review completion or extension when a goal’s timeframe ends.
- Create a goal with guidance for its life area
- Review progress and recorded commitments
- Reconsider goals when priorities conflict
asgeirtj/system_prompts_leaks☆ 69.9KUpdated Oct 16, 2026
Coordinate work between AI agents through MemPalace’s event log. Create tasks with clear goals and completion criteria, generate pasteable handoffs, track claims, and deliver patches for verification. Explicitly requested launches support Codex and Claude.
- Handing off work to another AI agent
- Defining task goals and completion criteria
- Tracking task claims and patch delivery
MemPalace/mempalace☆ 59.6KUpdated Oct 18, 2026
Design rewards for reinforcement learning, where feedback guides model behavior. Choose how to score outcomes and intermediate actions, check for scoring loopholes, and use independent tests to detect incomplete work presented as finished.
- Designing rewards for reinforcement learning
- Investigating scoring loopholes and early completion
- Choosing outcome rewards or intermediate feedback
bojieli/ai-agent-book☆ 55KUpdated Oct 9, 2026
Design and troubleshoot agent workflows that stop too early or keep repeating. The skill explains how to separate creation from review, verify real results, give actionable repair instructions, and set clear completion criteria and resource limits.
- Investigating completion claims made before tests run
- Designing separate creator and reviewer agents
- Resuming long tasks from verified progress
bojieli/ai-agent-book☆ 55KUpdated Oct 9, 2026
Clarify ambiguous requests before implementation by asking a small set of essential questions. Use concise choices and suggested defaults to agree on goals, scope, constraints, and completion criteria before starting work that depends on those answers.
- Clarify a request with several plausible interpretations
- Agree on completion criteria before implementation
- Confirm compatibility requirements and scope
sickn33/agentic-awesome-skills☆ 48KUpdated Oct 19, 2026
Manage coding work from issue intake through implementation, review, deployment, and acceptance checks. Track each completion requirement against fresh evidence, with defined retry limits and explicit escalation when progress needs human input.
- Taking a ready issue through implementation and verification
- Coordinating implementation, review, and deployment handoffs
- Checking runtime behavior against acceptance criteria
sickn33/agentic-awesome-skills☆ 48KUpdated Oct 19, 2026
Implement PR review actions already selected for fixes, run relevant checks, and create focused commits. Post progress and completion replies, resolve applicable threads, and update the action records and their Markdown summary.
- Implement review actions already approved for fixing
- Limit review fixes to selected action IDs or files
- Post completion replies and resolve review threads
prisma/orm☆ 47.7KUpdated Oct 19, 2026
Build Claude Code plugin hooks: automated checks triggered by tool use or session events. Get guidance on prompt and command hooks for validating actions, checking task completion, loading context, and testing configurations.
- Checking dangerous commands before execution
- Verifying completion before the agent stops
- Loading project context when a session starts
anthropics/claude-plugins-official☆ 43.2KUpdated Oct 19, 2026
Follow Conductor's development plans using test-driven development: write a failing test, implement the change, then improve the code. Manage phase verification, progress updates, and focused git commits as tasks move toward completion.
- Implementing tasks from plan.md
- Following the test-driven development cycle
- Verifying completion at phase checkpoints
wshobson/agents☆ 41.2KUpdated Oct 20, 2026
Break a large development brief into ordered goals and save plans, progress events, blockers, and evidence in the repository. Coordinate Claude Code sessions through handoff instructions, with final completion requiring cleanup, verification, and code review evidence.
- Tracking development work across Claude Code sessions
- Managing ordered goals with attempts and evidence
- Requiring cleanup, verification, and review before completion
Yeachan-Heo/oh-my-claudecode☆ 40.1KUpdated Oct 19, 2026
Write or revise instructions, specifications, tickets, and skill files so an agent can act without prior chat history. Make rules checkable, explain their reasons, define completion criteria, and keep authoritative information in one place.
- Clarifying instructions in CLAUDE.md
- Making specifications and tickets actionable
- Adding completion criteria to skill procedures
Yeachan-Heo/oh-my-claudecode☆ 40.1KUpdated Oct 19, 2026
Prepare batches of merged SGLang pull requests for a release branch. It checks conflicts and previous attempts, starts the cherry-pick workflow, monitors completion, and reports created pull requests or failure reasons.
- Prepare multiple merged PRs for a release branch
- Check conflicts before starting workflows
- Detect previous cherry-pick PRs
sgl-project/sglang☆ 37.5KUpdated Oct 20, 2026
Compose compact, structured prompts for coding, debugging, review, and research with Codex or GPT-5.4. This internal skill defines task scope, completion criteria, output format, verification steps, and evidence requirements using consistent XML tags.
- Define implementation scope and completion criteria
- Include verification steps in debugging requests
- Specify evidence requirements for code reviews
openai/codex-plugin-cc☆ 34.4KUpdated Jul 8, 2026
Coordinate a worker agent in a tmux-based OMX Team through startup acknowledgements, task claims, status transitions, and mailbox checks. Keep task ownership, completion evidence, and idle status visible to the team.
- Coordinate startup and task assignment for an OMX Team worker
- Record task ownership and completion evidence
- Check and acknowledge team mailbox messages
Yeachan-Heo/oh-my-codex☆ 33.6KUpdated Oct 19, 2026
Review contact, lead capture, quote, survey, and checkout forms to identify obstacles to completion. Get prioritized recommendations for fields, layout, wording, mobile usability, and error messages, plus ideas for comparing alternative designs through tests.
- Reviewing where visitors abandon a contact form
- Reconsidering required fields in a demo request form
- Planning a multi-step quote request form
davila7/claude-code-templates☆ 32.8KUpdated Oct 20, 2026
Find current official documentation for OpenAI products and APIs, then get concise guidance with source citations. Use it to check implementation approaches, model capabilities, and limits, with code examples grounded in the documentation.
- Check how to implement features with Responses API
- Look up Codex usage
- Explore how to build ChatGPT apps with Apps SDK
davila7/claude-code-templates☆ 32.8KUpdated Oct 20, 2026
Ask AI questions, generate code, and summarize text through 9Router using OpenAI or Anthropic request formats. Receive responses incrementally with streaming, and use provider combinations that automatically try another provider when needed.
- Ask an AI model questions through 9Router
- Generate code from written instructions
- Summarize text with a selected model
decolua/9router☆ 31.1KUpdated Oct 15, 2026
Build transcription workflows for uploaded or stored audio and video using Zoom AI Services Scribe. Consult guidance on authentication, single-file requests, batch jobs, completion notifications, and saving transcript results for further processing.
- Adding transcription for uploaded recordings
- Transcribing stored call archives in batches
- Saving transcripts after job completion notifications
anthropics/knowledge-work-plugins☆ 30.6KUpdated Oct 19, 2026
Design and audit an agent's system prompt, the instructions that guide its work. Define a concrete outcome, starting input, available tools, completion checks, fallback behavior, and final report so the prompt describes a complete run.
- Designing the core instructions for a new agent
- Auditing a prompt before saving it
- Defining behavior when tools or permissions are missing
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Design instructions for agents that write, fix, review, or refactor code. Define behavior based on file access, select suitable tools, and set clear verification and completion rules for repository changes or copyable code output.
- Designing an agent for repository bug fixes
- Defining a pull request review agent
- Creating a code generator without workspace access
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Design a general-purpose assistant for tasks such as email summaries, short reply drafts, and note capture. The playbook defines task boundaries, completion criteria, and concise responses, with only the tools needed for the requested work.
- Designing an assistant for email summaries
- Building a helper for short reply drafts
- Defining the scope of a note-taking assistant
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Update the GitHub issue linked to completed Factory work after verifying the target repository. Remove specified triage labels and, for open issues, add a pending-close label and completion comment without closing the issue.
- Updating an issue after Factory work is complete
- Removing triage labels from completed work
- Adding a pending-close label and completion comment
mastra-ai/mastra☆ 28.9KUpdated Oct 19, 2026
Turn a vague request into a goal with one outcome, verifiable completion checks, boundaries, a stopping agreement, and instructions for blockers. It drafts the objective for review without starting the work described.
- Turning a vague intention into a verifiable goal
- Tightening the completion checks of an existing goal
- Defining boundaries and a stopping agreement
QwenLM/qwen-code☆ 28.6KUpdated Oct 19, 2026