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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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find delays before, during, or after agent execution
• Investigate slow issue pages with browser timing
• Identify CI jobs or test files delaying the suite

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• 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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Schedule nightly repository maintenance
• Trigger maintenance from webhook events
• Assign maintenance to an existing or new agent

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Audit duplicate test coverage
• Prune tests while preserving regression detection
• Review tests tied to internal implementation

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connect an external bot for two-way work
• Build invitation and connection setup screens
• Test recovery after restarts or duplicate events

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing component behavior after a feature change
• Checking error, retry, permission, and mobile states
• Verifying Storybook navigation and existing links

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking first-time installation and onboarding
• Verifying features with fresh or existing data
• Testing a specific published npm version

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Update verification procedures after app changes
• Reconcile feature coverage with permitted agent access
• Separate source review from executed verification evidence

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reconciling Storybook examples after interface changes
• Updating mock data and API responses
• Classifying prototypes and historical examples

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• 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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing completed Paperclip changes for review
• Resolving Greptile feedback and failed checks
• Splitting large changes into separate pull requests

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a large pull request in depth
• Explaining a contribution’s design and behavior
• Comparing a design with similar systems

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting a Discord announcement for a stable release
• Refreshing an announcement for a new version or date
• Summarizing release highlights and upcoming work

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing between Runner and Product E2E evaluations
• Inspecting evaluation catalogs without credentials
• Interpreting failures using evidence and execution records

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Sharing a static report through a persistent URL
• Publishing an HTML prototype or viewer
• Checking a site's structure and URL before publishing

Create external Paperclip plugins using command-line tools. Scaffold a package, install it into a local Paperclip instance, rebuild as you edit, and check types, tests, and builds before reporting the plugin’s status.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Scaffold a new external Paperclip plugin
• Install and iterate on a local plugin
• Verify plugin types, tests, and builds

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Repeating a single Terminal-Bench task within set limits
• Diagnosing why a benchmark run stopped
• Managing approval before product fixes

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Starting or restarting a managed development workspace
• Repairing setup, login, or missing cloned data
• Resolving port conflicts between workspaces

Create, implement, or review Paperclip capsule visuals that represent agents and their status. Apply the rules for each visual type, document settings for reproducible assets, and provide static alternatives for animated effects.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create capsule avatars for agents
• Implement heartbeat status indicators
• Prepare hero capsule graphics for marketing

Build or modify adapters that connect Paperclip to AI agent runtimes. Covers server execution, configuration forms, terminal output, session persistence, and environment checks for CLI agents, HTTP endpoints, and custom processes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connect a new CLI agent to Paperclip
• Add support for an HTTP agent endpoint
• Implement session resumption and recovery