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    RadjivRadjivSenior AI Engineer

    Rocky senior workflow: discover to PR

    End-to-end pipeline Rocky reinforces: discover, match conventions, implement small diffs, verify locally, pre-PR gate until ready, then open the PR.

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    End-to-end pipeline the Rocky handbook and MCP tools reinforce.

    1. Discover

    • Run graphify (devkit://graphify-workflow)
    • devkit → list_handbook
    • project_intelligence on the target repo

    2. Match conventions

    • Read codebase-conventions, react-components, human-readable-code
    • Pick agent: react-hexagonal, nextjs-developer, etc. (see architecture profiles)

    3. Implement small, reviewable diffs

    • One concern per commit
    • Colocated styles. No drive-by refactors.
    • Read neighbors before inventing patterns

    4. Verify locally

    • yarn lint:fix, yarn test, yarn build

    5. Pre-PR gate

    { "action": "pre_pr_quality_gate", "repoPath": "/path/to/repo" }

    Fix blockers. Address warnings. Re-run until verdict: "ready".

    6. Open PR

    • repo_open_pr with GITHUB_TOKEN set (see INSTALL for when the server should hold a token)
    • Draft PRs encouraged for large changes

    Prompts

    • devkit-start-task: prime a task
    • devkit-before-pr: gate checklist
    • devkit-learn-the-stack: onboarding

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