Turn a user request into a Paperclip case with workflow instructions and an initial agent. Start the case, document its workflow with a state diagram and transition explanations, and return links to the case and primary task.
- Starting a Paperclip case from a request
- Documenting workflow states and transitions
- Getting case and primary task links
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Investigate failed, stalled, slow, or incorrectly blocked Paperclip tasks. Trace the cause, reproduce the bug, implement a repair, test related behavior, and verify the actual workflow before delivering a pull request with passing checks.
- Repairing a failed Paperclip task or run
- Investigating stalled or incorrectly blocked work
- Measuring and fixing slow task execution
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Add a new execution tool or provider to native Paperclip Runner. Define requirements, investigate its communication protocol, implement the integration, package it, and verify complete tasks in the intended environment, including cancellation, recovery, and cleanup.
- Adding a new provider to native Paperclip Runner
- Investigating an execution tool's protocol and capabilities
- Testing cancellation and recovery in an integration
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Investigate slow Paperclip runs, page requests, and CI suites using Honeycomb traces, which show timed operations. Find relevant traces, separate overlapping work, identify dominant delays, and configure optional tracing or add missing measurements.
- Find delays before, during, or after agent execution
- Investigate slow issue pages with browser timing
- Identify CI jobs or test files delaying the suite
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Set up a Paperclip maintenance bot that applies a chosen skill to a repository and opens pull requests. Configure its agent, schedule or event trigger, work limits, reviewers, and readiness checks before activation.
- Schedule nightly repository maintenance
- Trigger maintenance from webhook events
- Assign maintenance to an existing or new agent
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Investigate slow PostgreSQL queries in Paperclip, reproduce their cost locally, and implement measured fixes. Compare performance and returned results, add regression coverage, and carry pull requests through review and automated checks.
- Investigate slow requests with a suspected database cause
- Reduce the cost of frequently repeated queries
- Compare query speed and results before and after a fix
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Audit a test suite to identify redundant tests, empty checks, and tests tied to internal implementation. Consolidate or remove them with evidence while preserving useful checks that detect regressions, meaning previously fixed problems returning.
- Audit duplicate test coverage
- Prune tests while preserving regression detection
- Review tests tied to internal implementation
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Build and test two-way integrations between Paperclip and external bots such as Dot. Cover invitations, identity, permissions, task delivery, recovery, and Cloud deployment, with evidence from real provider accounts and deployed environments.
- Connect an external bot for two-way work
- Build invitation and connection setup screens
- Test recovery after restarts or duplicate events
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Audit a project's verification skill and maps of features and agent access against source code and live behavior. Correct documented procedures and references, while clearly identifying untested operations, access gaps, and missing prerequisites.
- Update verification procedures after app changes
- Reconcile feature coverage with permitted agent access
- Separate source review from executed verification evidence
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Review Paperclip interface changes using Storybook, a catalog of component examples, alongside production source and existing browser tests. Report rendering, interaction, visual comparison, and production evidence separately, making simulated behavior and untested areas clear.
- Reviewing component behavior after a feature change
- Checking error, retry, permission, and mobile states
- Verifying Storybook navigation and existing links
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Maintain Paperclip Storybook examples by comparing them with shipped interfaces and the feature map. Update fixtures, classifications, and catalog references while preserving stable links and clearly identifying current examples, prototypes, historical work, and cases needing review.
- Reconciling Storybook examples after interface changes
- Updating mock data and API responses
- Classifying prototypes and historical examples
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Verify Paperclip through real browser or command-line journeys across source checkouts, published npm installations, or existing hosted environments. Record the exact version, platform, starting data, observed behavior, and supporting evidence for each tested journey.
- Checking first-time installation and onboarding
- Verifying features with fresh or existing data
- Testing a specific published npm version
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Generate a project-local skill that launches and operates an app through real user workflows. It documents feature checks, captures evidence, and cleans up created instances, then proves the generated instructions work with one end-to-end run.
- Creating a verification skill tailored to a repository
- Documenting how to operate a UI, CLI, or service
- Mapping features to observable proof of correct behavior
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
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.
- Fixing CI failures after review changes
- Investigating checks that remain pending
- Verifying remote checks after pushing fixes
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Turns a stable Paperclip release changelog into a Discord announcement in dotta’s conversational style. It combines shipped highlights with plans grounded in current work and saves a draft for a person to copy and publish.
- Drafting a Discord announcement for a stable release
- Refreshing an announcement for a new version or date
- Summarizing release highlights and upcoming work
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
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.
- Coordinating a complete Paperclip release
- Promoting a tested canary to a stable release
- Checking release candidates with Docker smoke tests
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
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.
- Reviewing readiness across an instance's open pull requests
- Dispatching preparation work for failing checks or conflicts
- Checking readiness again after fixes
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Coordinate bounded test runs for one Terminal-Bench task through Paperclip. Record evidence, diagnose failures, and manage approval for product fixes while keeping reruns in the same isolated working copy.
- Repeating a single Terminal-Bench task within set limits
- Diagnosing why a benchmark run stopped
- Managing approval before product fixes
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Prepare Paperclip changes for a pull request by organizing commits, updating the branch, writing the description, addressing automated review feedback, and checking tests and CI before reporting the result for handoff.
- Preparing completed Paperclip changes for review
- Resolving Greptile feedback and failed checks
- Splitting large changes into separate pull requests
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Publish a folder of static HTML and assets to the configured Paperclip S3/CloudFront host. Validate the folder before upload, obtain a persistent public URL, and update an existing page from its original publishing directory.
- Sharing a static report through a persistent URL
- Publishing an HTML prototype or viewer
- Checking a site's structure and URL before publishing
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Select, inspect, validate, and report Paperclip evaluations for Runner protocol behavior or complete product workflows. Interpret results with evidence, source revisions, costs, and failure categories, and refresh reports from retained evidence without new provider calls.
- Choosing between Runner and Product E2E evaluations
- Inspecting evaluation catalogs without credentials
- Interpreting failures using evidence and execution records
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
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.
- Preparing changelogs for stable releases
- Documenting breaking changes and upgrade steps
- Summarizing changes since the previous stable release
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Produces detailed HTML or Markdown reports on pull requests, branches, or large code contributions. It explains how the system works, ranks concrete findings, compares designs when needed, and recommends whether and how to merge the changes.
- Reviewing a large pull request in depth
- Explaining a contribution’s design and behavior
- Comparing a design with similar systems
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026
Start and repair isolated Paperclip development workspaces through managed services. Restore a full database clone when needed, then verify login, populated data, health, service visibility, and whether the process using the port belongs to the intended workspace.
- Starting or restarting a managed development workspace
- Repairing setup, login, or missing cloned data
- Resolving port conflicts between workspaces
paperclipai/paperclip☆ 105.7KUpdated Oct 21, 2026