flonat/flonat-research - 第 2 页

data-analysis

Deliver an end-to-end analysis pipeline: EDA, estimation, or publication output. Use when the user requests an end-to-end analysis pipeline: EDA, estimation, or publication output.

原文语言：英语

devils-advocate

Adversarially challenge research assumptions, mechanisms, and arguments in writing. Use when stress-testing a claim or design before committing to it. Not for an interactive oral drill or a full referee report; use $grill-me or a review agent.

原文语言：英语

docx

Create, read, edit, or convert Microsoft Word documents while preserving professional document structure. Use when a .docx file is a primary input or requested output, including tracked changes, comments, images, headings, page furniture, or polished reports…

原文语言：英语

experiment-design

Design empirical studies through power analysis, pre-analysis planning, QSF parsing, and survey architecture. Use when specifying sampling, measurement, treatment, or analysis before data collection. Not for causal identification alone; use $causal-design.

原文语言：英语

grill-me

Run an interactive one-question-at-a-time oral drill for research defence or active-recall study, escalating around weak answers and ending with a study sheet. Use when the user asks to be grilled, quizzed, or prepared for a viva, job talk, seminar, or exam.…

原文语言：英语

handoff

Create, accept, or update the persistent `.context/ai-handoff.md` state shared by AI sessions and machines. Use when continuing in a new Claude or Codex session, transferring work between clients, or recording ownership and restart state.

原文语言：英语

ideas

Capture and integrate improvement ideas for the shared Claude Code and Codex infrastructure. Use when recording an infrastructure enhancement for later review rather than implementing it immediately.

原文语言：英语

insights-deck

Archive an exported Claude Code insights HTML report and turn it into a timestamped Beamer presentation usable from either client. Use when the insights export is the source artifact for a presentation. Not for a general research talk; use $talk-deck.

原文语言：英语

latex-health-check

Compile all LaTeX projects and report cross-project build consistency. Use when checking whether a collection of papers builds cleanly. Not for rendered visual inspection after a clean build; use $latex-polish.

原文语言：英语

latex-polish

Inspect a cleanly compiling LaTeX document for source pathologies and rendered visual defects by linting and viewing selected PDF pages. Use when compilation succeeds but title pages, floats, tables, figures, or layout still need publication-quality review.…

原文语言：英语

latex-template

Compare a project's LaTeX preamble and conventions against the canonical working-paper template. Use when diagnosing template drift without converting venue formats or editing prose.

原文语言：英语

lean-check

Formalize a self-authored lemma or theorem in Lean 4/mathlib and require a clean `lake build` without `sorry`. Use when the mathematical claim can be stated faithfully and machine-checked. For numerical falsification or symbolic algebra, use $numerical-check…

原文语言：英语

meetings-search

Search meeting transcripts and voice memos for people, topics, decisions, commitments, or remembered ideas. Use when the user asks what was discussed, decided, or said across their meeting history. Not for preparing an upcoming meeting; use $meetings-prep.

原文语言：英语

method-audit

Extract and compare data-collection methods across a set of empirical papers. Use when the user needs a cross-paper methods matrix or wants to assess how a literature gathers evidence.

原文语言：英语

multi-perspective

Explore a research question through several independent analytical perspectives and synthesize their agreements and disagreements. Use when one line of reasoning is insufficient and distinct viewpoints should be preserved.

原文语言：英语

numerical-check

Numerically stress-test a self-authored mathematical claim over its parameter space to seek counterexamples or characterize violations. Use when checking monotonicity, thresholds, inequalities, comparative statics, or limits computationally. For algebraic…

原文语言：英语

pdf

Read, create, combine, split, rotate, OCR, watermark, secure, or extract content from PDF files. Use when a PDF is a primary input or requested output. Not for LaTeX source editing or Word and spreadsheet deliverables.

原文语言：英语

playwright-cli

Automate browser interactions and inspect or test web pages through Playwright commands. Use when the task requires deterministic browser navigation, screenshots, selectors, or Playwright-test work. For a full local-webapp test workflow, use $webapp-testing.

原文语言：英语

postmortem

Deliver a structured post-mortem after incidents, mistakes, or stuck sessions. Use when the user requests a structured post-mortem after incidents, mistakes, or stuck sessions.

原文语言：英语

proof-readability

Improve the exposition and readability of a mathematical proof already verified as correct without changing its mathematics. Use when polishing a lemma, theorem, proof, or appendix after correctness checks. Not for verifying the proof; use $verify-math.

原文语言：英语

python-env

Create and maintain Python environments and dependencies with uv. Use when installing packages, creating a virtual environment, resolving Python dependency state, or migrating away from pip. Not for general Python coding.

原文语言：英语

quarto-deck

Generate a Reveal.js HTML presentation from Markdown. Use when the user asks to generate a Reveal.js HTML presentation from Markdown.

原文语言：英语

reorg

Propose and, after approval, execute content-aware file reorganization or deduplication using a local Mac Mini model with a reversible undo record. Use when sorting a folder by file contents or finding exact and near duplicates. Always dry-runs first.

原文语言：英语

replication-package

Assemble, anonymize, validate, or audit a research replication package. Use when preparing code and permitted data for reviewer or public release. Not for auditing code quality alone; use $code-suite or $replication-audit as appropriate.

原文语言：英语

skill-creator

Create, revise, and evaluate reusable AI workflow skills, including trigger-quality tests. Use when authoring a new skill, repairing an existing skill, or measuring whether its metadata routes correctly.

原文语言：英语

skill-preflight

Deliver a pre-flight duplicate check before creating new skills or agents. Use when the user requests a pre-flight duplicate check before creating new skills or agents.

原文语言：英语

split-pdf

Download, split, and deeply read an academic PDF that is not available through Paperpile. Use when a long external PDF needs page-wise ingestion. For Paperpile items, use the Paperpile text-extraction route instead.

原文语言：英语

symbolic-check

Use SymPy to prove or refute a self-authored algebraic identity, derivative, limit, comparative-static sign, or closed form. Use when exact symbolic manipulation can settle the claim. For parameter sweeps or full theorem proving, use $numerical-check or…

原文语言：英语

tailscale-mosh-recover

Diagnose and recover Mac Mini remote-access failures across Tailscale, mosh, resolver state, and public relays. Use when mosh hangs, the headless Mini disappears after a Tailscale change, or RustDesk/VNC/AnyDesk cannot reach its relay. Not for ordinary…

原文语言：英语

test-iterate-loop

Autonomously diagnose a codebase, apply minimal fixes, and rerun tests until they pass or a real blocker is reached. Use when the user explicitly requests an iterative fix-until-green loop across Python, R, Julia, or HPC workflows.

原文语言：英语

tikz

Diagnose and fix residual TikZ label, arrow, box, and Bézier-path collisions with geometric calculations. Use when a generated .tex figure has overlapping labels or crossed arrows. Not for generating a new figure; use $figure or the upstream deck workflow.

原文语言：英语

update-focus

Update current-focus.md with a structured session summary. Use when the user asks to update current-focus.md with a structured session summary.

原文语言：英语

update-project-doc

Update a project's own CLAUDE.md, README.md, or docs/ to reflect current state. Use when the user asks to update a project's own CLAUDE.md, README.md, or docs/ to reflect current state.

原文语言：英语

venue-fork

Fork an existing paper into a concurrent second-venue submission variant with policy checks, separate Overleaf ownership, format conversion, budget refit, QA, and Atlas/Vault writeback. Use when submitting the same work concurrently to another permitted…

原文语言：英语

venue-guidelines-compliance

Audit a paper and submission package against current official venue requirements for its venue, track, article type, cycle, and stage. Use when checking templates, limits, anonymity, declarations, or required files before submission or inside…

原文语言：英语

voice-analyzer

Analyze representative writing samples into a portable personal voice profile and style guide. Use when establishing voice-matched editing for a new project or refreshing an outdated profile. Not for a target journal's editorial style; use $journal-voice.

原文语言：英语

voice-editor

Edit draft or auto-generated prose to match an existing personal voice profile. Use when transforming generic text into the profiled author's wording, cadence, and style. Not for creating the profile or matching a journal; use $voice-analyzer or…

原文语言：英语

webapp-testing

Exercise and verify a local web application through Playwright, including user flows and rendered behaviour. Use when testing a running local app rather than issuing an isolated browser command. For ad hoc automation, use $playwright-cli.

原文语言：英语

wiki-merge

Merge an overlap cluster of Vault concepts into one canonical concept, rewrite wikilinks, and preserve a dry-run/apply boundary. Use when $wiki-curate has identified a winner and fold-in slugs. Not for general wiki auditing or automatic article promotion.

原文语言：英语

xlsx

Create, read, edit, clean, format, chart, or convert spreadsheet files while preserving spreadsheet-native deliverables. Use when .xlsx, .xlsm, .csv, or .tsv data is the primary input or a spreadsheet is the requested output. Not for Word documents, HTML…

原文语言：英语