claudecodex

superRA

Disciplined AI Research Assistant for economists: plan-implement-integrate workflow with implementer–reviewer pair, data-analysis discipline, and drift-test-verified integration.

12 on GitHubby Julie Zhiyu Fuv0.5.1MITupdated 3 days agoProductivity
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Plugin superRA from marketplace superRA in FuZhiyu/superRA. Commands read from the repo's manifest — 2 days ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (22)

  • academic-writing

    Academic prose support. Use for reviewing, polishing, proofreading, consistency checks, citation checks, or drafting manuscript text in LaTeX, Markdown, Quarto, or plain text.

  • agent-orchestration

    Coordinate superRA agents and handoffs. Requires superRA:using-superra. Use to dispatch roles, run parallel agents, choose reviewers, or preserve workflow state.

  • communicate

    Communication discipline for writing, rewriting, distilling, and reviewing any text meant for human reading, including conversation, task files, planning updates, results, reports, reviews, handoffs, documentation, and interactive HTML pages. Use for every message or artifact a human will read; Must

  • econ-data-analysis

    Economic data-analysis discipline. Use for importing, cleaning, merging, filtering, variables, aggregation, summary stats, regressions, or figures on economic, financial, or panel data.

  • handoff-doc

    DEPRECATED. Redirects to task-tree and the role skills.

  • implement-task

    Implementer role protocol for a superRA task — execute the objective, self-check, write results into the task file, commit, and return status. Load when a dispatch assigns you an implementer seat or when you fill one yourself.

  • mistral-pdf-to-markdown

    Convert PDFs to Markdown with Mistral OCR and extracted images. Use for scanned PDFs or complex layouts where structured text or images matter.

  • onboarding

    Bring an existing research project into superRA — a retroactive task tree, a reproduction graph, version control, and an optional isolated reproduction run — while teaching a researcher new to superRA each concept. Use whenever a project has code, data, or results but no superRA/ task tree, even wit

  • refactor-and-integrate

    Codebase integration discipline. Use when refactoring for local conventions, reviewing post-sync quality, auditing project docs, pruning diffs, or using Sync Impact evidence.

  • reproducibility

    Register and verify task-declared reproduction graphs. Use when planning, producing, changing, recording, or reviewing retained results that depend on executable steps, writing drift tests or validation scripts, adopting reproduction, deciding external inputs at Protect, or judging whether to rerun

  • result-protection

    Protect key research results with permanent documentation, drift tests, or artifact-appropriate checks. Use when selecting protection, creating or reviewing tests, or guarding important outputs through integration.

  • review-task

    Reviewer role protocol for a superRA task — a scoped pass at a named tier and focus, reporting evidence-backed blocking and advisory findings into the task file. Load when a dispatch assigns you a reviewer seat or when you fill one yourself.

  • semantic-merge

    Semantic branch integration. Use before git merge, rebase, or cherry-pick, or when syncing branches where conflicts or overlapping intent must be resolved deliberately.

  • slide-design

    Research slide communication. Use when creating, revising, polishing, or reviewing Beamer, PowerPoint, Keynote, or browser slide decks.

  • superimplement

    Run a superRA task tree autonomously through dispatched implementer and reviewer seats. Requires superRA:using-superra. Use when the researcher asks for autonomous execution or accepts a recommendation for it, and to resume mixed task statuses or verify code-complete work.

  • superintegrate

    Integrate code-complete superRA work. Requires superRA:using-superra. Use for result protection, base sync, codebase-fit refactors, permanent records, cleanup, or PR preparation.

  • superplan

    Proactively plan or update superRA work. Requires superRA:using-superra. Use when starting or changing work, creating/revising superRA/, reflecting material decisions in the task tree, or on any request to grill, stress-test, or interrogate a loose idea into decisions.

  • task-tree

    Operate on superRA/ task trees. Use to query frontier, DAG, or tree views; create or restructure tasks; edit statuses; serve dashboards; or migrate legacy PLAN.md/RESULTS.md.

  • theory-modeling

    Mathematical-modeling discipline. Use for assumptions, FOCs, equilibria, proofs, comparative statics, numerical checks, or renderable model notes.

  • using-superra

    Master superRA workflow skill. Use proactively whenever superRA is mentioned or when planning, implementing, integrating, merging, or loading a superRA/ task tree.

  • worktree-data-sync

    Sync non-git data (datasets, outputs, caches, symlinked data) between git worktrees. Use proactively whenever creating or entering a worktree whose work depends on non-git-tracked data — seed the data in before dispatching or doing work there — and to seed, diff, reconcile, or tear down managed data

  • zotero-paper-reader

    Use Zotero to find, read, summarize, cite, or export academic papers. Use for paper lookup, library searches, attachments, BibTeX, and draft citation work.

Hooks (11)

  • UserPromptSubmit

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" autoload-superra

  • UserPromptSubmit

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" task-hook

  • PreToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" agent-model-guard

  • PreToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" guard-task-approval

  • PreToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" guard-task-cycles

  • PreToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" ensure-communicate

  • PreToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" merge-guard

  • PreToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" task-hook

  • PreToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" ensure-companion

  • PostToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" task-hook

  • PostToolUse

    "${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" exit-plan-mode

View source on GitHub fuzhiyu.me

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