Skill rating

Scaffold or audit a social-science replication package, and audit the manuscript and its archived research objects against the FAIR principles. Scaffold mode writes the folder structure, README, maste

Designs and validates LLM-based text classification for research data — codebook construction, choice of learning regime, model selection and reproducibility, prompt construction, pilot validation aga

Launches and configures the standalone presubmit CLI, an API-driven adversarial peer-review pipeline with 30-plus stages, including Red Team finders, Blue Team defence, verification cascade, legal pas

Designs conjoint and factorial-vignette experiments end to end — attribute architecture and randomization restrictions, effective-N power from the closed-form AMCE standard error, treatment realism, e

Drafts a referee report on someone else's manuscript for a journal editor — a recommendation, a summary of the claim and design, three to six major concerns that drive the decision, additional concern

Operates or audits a live Qualtrics survey through the v3 APIs without disrupting fielding. Covers publish gating, quotas, flow routing, embedded data, panel-vendor redirects, read-back verification,

Operate or audit a live Qualtrics survey via the v3 APIs without breaking fielding — publish gating, quotas, flow routing, embedded data, panel-vendor redirects, read-back verification, and a read-onl

Scaffolds or audits a social-science replication package and evaluates the manuscript and archived research objects against FAIR principles. Scaffold mode writes folder structure, README, master.R, fi

Runs a multi-model orchestration workflow led by the session’s strongest available model, Fable or Claude Opus. Delegates mechanical work to a fast Sonnet subagent, wide reasoning to high-effort Opus

Run a pre-submission manuscript audit covering argument, numerics, references, writing, figures, methods, preregistration, and replication readiness. Add --codex for a cross-model pass in which Codex

Turns a raw Qualtrics conjoint export into an analysis-ready long-format dataset. Covers export settings and metadata rows, implementation identification, wide-to-long reshaping by hand or with cjoint

Turns a raw Qualtrics conjoint export into an analysis-ready long-format dataset — export settings and metadata rows, identifying which Qualtrics implementation produced the file, reshaping wide to lo

Read or convert documents in a research workflow, including PDF, Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, and CSV. Fires whenever a document must be read, opened, quoted, summarized, searched

Plan a research project as a durable decision map, resolving one design decision per session until the destination is a defensible, pre-registerable design. Not for executing analyses or writing the p

Typesets a working paper or journal submission in house-style LaTeX from Markdown, Word (.docx), TeX, ODT, RTF, or HTML. Converts with pandoc, wraps the document in an EB Garamond template, builds the

Scaffold or audit an entire research project repository organized around its source library. Use when starting, structuring, organizing, or reviewing a research repo. Build sources/{og,md,unprocessed}

Generate 3-5 conceptually distinct approaches labeled by creativity dimension (Novel, Surprising, Diverse, Conventional) and hold for selection instead of implementing the first idea; the --codex mode

Spawn full peer Codex or Claude sessions in their own panes and git worktrees — real sessions, not subagents — briefed by the lead and merged back. Not for bounded consults a subagent covers. Use when

Fact-check manuscript claims against cited sources in a per-source Markdown knowledge base. Use to audit claim support, overclaiming, direction, scope, and misattribution after source intake is comple

Read or convert any document a research workflow hands you — PDF, Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, or CSV. Use whenever a document has to be read, opened, quoted, summarized, searched

Typeset a working paper or journal submission in house-style LaTeX from Markdown, Word, TeX, ODT, RTF, or HTML. Use to convert drafts, build PDFs, or prepare journal-specific spacing, limits, anonymiz

Plans a research project as a decision map that persists across sessions. The destination is a defensible, pre-registerable design reached by resolving four kinds of decision tickets one at a time. Ad

Generate 3-5 conceptually distinct approaches labeled by creativity dimension, Novel, Surprising, Diverse, Conventional, and hold for selection before implementation. The --codex mode runs the brainst

Orchestrate complex work from an active gpt-6-astra or gpt-5.6-sol Codex session. The detected lead owns decomposition, integration, and verification; Astra keeps the hardest reasoning in the lead, wh

Drafts a referee report for a journal editor. Produces a recommendation, claim-and-design summary, three to six decision-driving concerns, additional concerns, and a revision plan through five paralle

Designs and validates LLM-based text classification for research data. Covers codebook construction, learning-regime choice, model selection and reproducibility, prompt construction, pilot validation

Scaffolds or audits an entire research-project repository organized around its source library. Use when the user starts, structures, organizes, or reviews a project, including "set up a research repo"

Fact-checks manuscript claims against their cited sources. Locates each source’s knowledge-base Markdown file and verifies that every in-text claim is supported. Runs a pre-flight gate requiring a cle

Provides a pre-submission manuscript audit covering argument, numerical consistency, references and DOIs, writing, figures, CONSORT flow, pre-registration, and the replication archive. Use before pape

Spawns full Claude Code peer sessions in separate terminal panes and git worktrees, real sessions rather than subagents, each with a directed task and contract brief, monitored and merged by the spawn