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Triage GitHub issues and pull requests, classify their next steps, and connect active work to Linear. Keeps public updates in GitHub and internal ownership and priorities in Linear, with a clear recommendation for the next action.

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• Sorting a backlog of open issues and pull requests
• Deciding whether GitHub work needs a Linear task
• Linking active work to internal owners and priorities

Build an Excel workbook for discounted cash flow valuation, which estimates company value from future cash flows. Include revenue forecasts, cash flow calculations, scenario comparisons, and tables showing how changing assumptions affects the estimated share value.

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• Building an Excel workbook for company valuation
• Comparing conservative, base, and optimistic scenarios
• Checking valuation changes under different assumptions

Work with Linear tickets through Orca's CLI. Find issues, update workflow states, report completion with a PR or MR link and a comment, and create follow-up tickets linked to a parent issue.

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• Working from a linked Linear issue
• Reporting completion with a PR or MR link and a comment
• Searching tickets and updating workflow states

Manage Linear issues through Orca’s command-line interface. Find tickets, move them through workflow states, create follow-up tickets linked to a parent, and record completion with a PR/MR link and a comment.

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• Start work from a linked Linear issue
• Update a ticket’s workflow state
• Record completion with a PR/MR link

Builds and improves web interfaces, covering layout, styling, motion, and usability. It records design rules before implementation, uses supplied references or design research, and checks the result in real browsers for visual consistency, accessibility, and performance.

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• Building a landing page from a screenshot or website reference
• Improving an existing dashboard’s layout and visual design
• Adding animation and interaction feedback

Coordinate work across apps connected through Aident Loadout, such as finding issues and sharing summaries. The skill checks available actions, account connections, and costs, then obtains required approval before changing external data.

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• Summarizing assigned Linear issues in Slack
• Checking costs before scraping web pages
• Finding available actions for connected apps

Draft Prisma 8 release notes from merged PRs since the previous published release. Select user-facing changes, put breaking changes first, link migration guidance and PR evidence, and mirror the notes in CHANGELOG.md.

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• Draft notes for a stable or RC release
• Summarize changes since the previous published release
• Explain breaking changes with migration guidance

Capture unexpected behavior and workarounds encountered while using Prisma 8, Prisma Compute, or Prisma Postgres. Record symptoms, causes, versions, and reproduction steps in a local log linked to a Linear ticket, checking for duplicates first.

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• Recording an unexpected Prisma error and its workaround
• Documenting undocumented behavior found in an example app
• Preserving reproduction steps from a customer report

Turn previously fetched pull request reviews into an ordered action plan. Separate distinct findings, track deferred work in Linear, validate that every triage decision is complete, and produce JSON and Markdown files for the implementation phase.

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• Planning responses to fetched PR review feedback
• Separating multiple findings within a single review
• Tracking deferred review work in Linear

Create GitHub pull requests for Prisma 8 with Linear ticket IDs in their titles. Turn branch changes into a clear description covering concrete examples, design decisions, behavior changes, and testing evidence for reviewers.

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• Submitting branch changes for review
• Linking a pull request to a Linear ticket
• Explaining design decisions and behavior changes

Builds an Excel model to estimate a company’s equity value from future cash flows. It calculates financing costs, compares three business scenarios, and shows how changes in growth, margins, and other assumptions affect valuation.

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• Estimating a company’s value from future cash flows
• Comparing bear, base, and bull scenarios
• Testing how growth and financing costs affect valuation

Turn the latest Granola call into action items with owners, teams, due dates, and matching existing Linear issues. It uses cognee memory of calls, issues, and Gmail, then prints the results or posts them to configured Slack.

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• Extract action items from the latest Granola call
• Match follow-up tasks to existing Linear issues
• Clarify owners, teams, and due dates using email context

Connect NanoClaw to Linear so an agent can respond to issue comments without mentions. The skill installs and checks the integration, guides authentication setup, and keeps each issue thread in its own conversation.

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• Discussing Linear issues with an agent
• Keeping agent conversations separate for each issue
• Configuring comment delivery and authentication

Investigates GitHub or Linear issues through code, change history, and reproduction attempts. Produces a structured handoff covering causes, assumptions, effort, and impact, then requests the appropriate Factory workflow stage update when applicable.

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• Investigating the root cause of a reported bug
• Checking for duplicate issues or regressions
• Preparing findings for whoever plans the fix

Review GitHub pull requests and GitLab merge requests for security, test gaps, compatibility, and performance risks. Trace affected code and services, then produce a prioritized report with suggested fixes and a structured review checklist.

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• Reviewing shared libraries and API changes before merging
• Organizing feedback on large pull requests
• Checking authentication and payment code changes

Manage Linear issues and projects through natural-language requests. Review priorities, create and update tickets, inspect team workloads, and organize release plans using a workflow that reads existing information before making changes.

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• Prioritize bugs by their impact on users
• Plan issues and assignments for the next sprint
• Review workloads and redistribute assignments

Work with Linear issues through Symphony’s authenticated client. Retrieve issue details, update workflow states, create or edit comments, link GitHub pull requests, and upload videos using GraphQL, an API language for requesting specific data.

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• Retrieve Linear issue details
• Create or edit issue comments
• Change an issue's workflow state

Turn a meeting transcript into structured notes and one Linear ticket per action item. Assign owners from the discussion or the team’s ownership map, and flag unclear assignments in unassigned tickets for follow-up.

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• Turn meeting transcripts into structured notes
• Create Linear tickets for meeting action items
• Assign tasks using the team’s ownership map

Group requests from Plain support threads, public reviews, and Slack into shared themes. Create or update one Linear issue per theme with representative quotes, mention counts, and sources, leaving priority and ownership decisions to people.

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• Group customer requests across support, reviews, and Slack
• Track mention counts and supporting quotes for each request
• Update existing Linear issues without creating duplicates

Prepare new hires' onboarding from Google Workspace group records and documented role standards. Plan accounts and memberships, invite hires to Slack channels, and create first-week Linear checklists, while holding Workspace access changes for human approval.

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• Prepare accounts and first-week tasks before a new hire starts
• Choose groups and Slack channels using role and team standards
• Track account creation and memberships awaiting approval

Review unresolved Plain support tickets for missed response or resolution deadlines, VIP accounts, and serious problems. Route qualifying tickets to the responsible team, create linked Linear issues for engineering work, and post internal Slack alerts.

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• Check unresolved tickets for missed service deadlines
• Route VIP requests and serious incidents
• Create linked Linear issues for engineering

Sort new messages in a shared Gmail inbox, consult help documentation, and prepare reply drafts or Linear tickets. Leave unsupported questions for human review, with category labels applied consistently and no customer emails sent automatically.

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• Categorize new messages in a shared inbox
• Draft replies using help documentation
• Turn emailed bug reports into Linear tickets

Organize work in Linear with clear issue ownership, priorities, completion criteria, and delivery plans. Helps structure cycles, meaning time-boxed work periods, define project milestones, and plan automated status updates through GitHub integrations or the GraphQL API.

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• Standardize issue descriptions and completion criteria
• Plan work in two-week cycles
• Set up incoming issue triage

Manage Linear issues and projects through natural-language requests. Review priorities, create and update tickets, inspect team workloads, and organize release plans using a workflow that reads existing information before making changes.

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• Prioritize bugs by their impact on users
• Plan issues and assignments for the next sprint
• Review workloads and redistribute assignments