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Create missing documentation for a feature, module, or whole project. Use Diataxis, a framework that separates tutorials, practical guides, reference information, and explanations, to organize documents around what readers need to learn or accomplish.

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• Writing documentation for an undocumented feature
• Creating tutorials and practical guides
• Preparing module references and explanations

Review a product or business plan from a founder’s perspective. Challenge assumptions and reconsider the problem, then explore whether to expand the scope, add selected ideas, keep it fixed, or reduce it to essentials.

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• Reconsidering a product plan’s assumptions
• Exploring a more ambitious product direction
• Choosing which scope expansions to include

Review proposed code changes before merging them. Compare changes with the base branch to find structural issues, including unsafe SQL, misplaced trust in large language model inputs, and unintended effects within conditional code.

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• Reviewing a pull request before merging
• Checking SQL changes for safety
• Checking which AI inputs the code trusts

Measure web page loading times, rendering milestones, and resource sizes in a real browser. Save baseline measurements, compare results before and after code changes, and inspect historical trends to spot performance regressions.

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• Saving performance baselines before changes
• Checking page speed after a code change
• Finding slow resources and large transfers

Compare release changes with project documentation, then update files such as README and CHANGELOG to reflect what shipped. The skill also checks architecture diagrams, maps missing documentation, and records remaining documentation work in the pull request.

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• Updating project documentation after a release
• Checking architecture diagrams against shipped changes
• Polishing changelog entries and organizing TODOs

Review a site's visual quality, find inconsistent styling, awkward spacing, unclear emphasis, repetitive AI-generated design patterns, and slow interactions. Fix the source code in focused commits and verify the changes with before-and-after screenshots.

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• Finding inconsistent styling across a site
• Fixing spacing and visual emphasis
• Polishing a live site's appearance

Review plans for APIs and developer tools through the eyes of their users. Explore developer needs, compare competitors, and identify onboarding friction, with modes for competitive differentiation, detailed refinement, or critical gaps.

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• Reviewing an API or SDK plan
• Finding friction in developer onboarding
• Comparing developer experience with competitors

Audit a developer product by trying its documentation and setup flow, measuring onboarding time, capturing errors, and reviewing command-line help. Produce an evidence-backed scorecard and compare results with earlier planning scores when available.

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• Try a developer product's documentation and setup flow
• Measure onboarding time
• Review error messages and command-line help

Use OpenAI Codex CLI to review code changes, challenge an implementation by looking for ways it could fail, or discuss technical questions. Three modes provide an independent opinion, with follow-up questions supported in ongoing consultations.

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• Get an independent review of code changes
• Challenge code to uncover possible failures
• Continue a technical consultation with follow-up questions

Review a week of engineering work using commit history, work patterns, and code quality measures. It tracks trends across retrospectives and breaks down each team member’s contributions, highlighting strengths and areas for growth.

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• Review the week’s engineering work
• Summarize work completed during a sprint
• Reflect on each team member’s contributions

View release versions claimed by open pull requests, proposed code changes, alongside work in related Conductor workspaces. Get a read-only snapshot showing queued work and the version slot that /ship would choose next.

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• Checking versions claimed by open pull requests
• Reviewing upcoming work across related workspaces
• Finding the version slot /ship would choose next

Browse available Codex skills and install them from a curated list or a specified GitHub location. Supports experimental skills, private repositories with credentials, and installing several skill folders in one operation.

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• Browse available skills and see which are already installed
• Install a named skill from the curated list
• Add a skill from a private GitHub repository

Prepare user-facing changelogs for stable Paperclip releases from commits, change records, and merged pull requests. Group related changes, identify breaking changes, and explain upgrade actions using the beta version selected for release.

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• Preparing changelogs for stable releases
• Documenting breaking changes and upgrade steps
• Summarizing changes since the previous stable release

Coordinate a complete Paperclip release, from candidate verification and canary testing to stable npm publication and GitHub Release creation. Track release notes, Docker smoke tests, announcement follow-up, and linked content cases when Cases are enabled.

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• Coordinating a complete Paperclip release
• Promoting a tested canary to a stable release
• Checking release candidates with Docker smoke tests

Investigate failing or pending checks on the latest commit of a GitHub pull request. Reproduce actionable failures, fix and push changes, then recheck remotely until checks pass or a specific blocker is reported.

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• Fixing CI failures after review changes
• Investigating checks that remain pending
• Verifying remote checks after pushing fixes

Track pull requests opened by a Paperclip instance, explain their purpose, and assess whether their latest changes are ready to merge. Dispatch preparation work for unresolved problems and publish an evidence-based report without merging anything.

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• Reviewing readiness across an instance's open pull requests
• Dispatching preparation work for failing checks or conflicts
• Checking readiness again after fixes

Coordinate Paperclip vulnerability response from confidential report review and private fixes to local testing, CVE identifier requests, advisory publication, and immediate security releases, with human assistance for reporter communication.

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• Reviewing a confidential vulnerability report
• Developing and testing a fix in a private fork
• Coordinating advisory publication and a security release

Prepare completed changes for a GitHub pull request with organized commits, a clear title and description, verification evidence, screenshots for interface changes, and explicit replies to review comments through merge readiness.

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• Preparing completed changes for a GitHub pull request
• Documenting verification and interface changes
• Replying to review comments and submitting fixes

Inspect proposed changes in GitHub, GitLab, or Perforce for review feedback, failed automated checks, and incomplete descriptions. It separates actionable findings from informational or resolved comments, then helps fix issues and close addressed review threads when requested.

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• Inspect a change before submission
• Identify failed checks and required fixes
• Organize human and bot review feedback

Create an HTML presentation for a community-growth campaign across GitHub, Discord, and X. Organize growth loops, a content calendar, and pipeline calculations in a coordinated cream, coral, and near-black slide design.

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• Presenting a community-growth campaign
• Organizing content plans across GitHub, Discord, and X
• Explaining growth loops and pipeline calculations

Automatically gathers the past 24 hours of activity from connected services into one morning dashboard, bringing together meetings, pending replies, tasks, and development updates in visual modules suited to each type of information.

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• Reviewing activity across tools each morning
• Checking meetings and pending responses together
• Scanning development updates and alerts

Summarize the past 24 hours of GitHub pull requests, review requests, issues, CI runs, and merges in a daily briefing. The GitHub-style page highlights pending reviews and failed automated checks.

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• Reviewing the past 24 hours of GitHub activity
• Checking pending review requests
• Spotting failed CI checks

Build an HTML dashboard for a public GitHub repository, showing stars, forks, contributors, issues, pull requests, and recent activity. Choose a standalone page or source files that support updates and record where the data came from.

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• Review a repository's activity in one dashboard
• Prepare an open-source project health report
• Check leading contributors and recent issues or pull requests

Contribute to OpenDesign by submitting a Skill or Design System, translating or improving documentation, or reporting a bug. The agent checks submissions and prepares a pull request, a proposed change, or an issue for review.

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• Submitting a Skill or Design System made with OpenDesign
• Adding or updating documentation translations
• Fixing typos and links or writing a case study