Claude Science & Research Skills (Page 26 of 179)

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bio-genome-assembly-assembly-polishing

Polish genome assemblies to reduce errors using short reads (Pilon), long reads (Racon), or ONT-specific tools (medaka).

bio-genome-assembly-assembly-qc

Assess genome assembly quality using QUAST for contiguity metrics and BUSCO for completeness. Essential for evaluating assembly success and comparing assemblers.

assess-outline

Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research guide.

pm-assumption-rigor-audit

Run a structured rigor audit on how a team validated (or plans to validate) its assumptions — for a discovery plan, experiment, test, or any "we validated it" claim.

assumption-test

Design the smallest viable test to validate or invalidate a critical assumption. Based on Torres's assumption testing framework, organized by Gilad's AFTER model (Assessment →…

astronomer

Astronomer integration. Manage data, records, and automate workflows. Use when the user wants to interact with Astronomer data.

astronomy-and-astrophysics

Use when targeting Astronomy & Astrophysics (A&A) or deciding whether an astronomy manuscript fits this European flagship published by EDP Sciences.

astropy-astronomy

Core Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms (ICRS/Galactic/AltAz/FK5), FITS I/O, tables…

async-runner

Run background agents and bash commands asynchronously for CircleTel development. Use when running dev servers, parallel tests, long builds, or multi-agent research tasks without…

asynchronous-api-orchestration

Use when you have a batch of mass spectra records in .msp format that lack standardized metadata fields (SMILES, InChI, CAS numbers, molecular formula, IUPAC names) and need to…

atc-experiments

Use when designing or auditing the evaluation of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — matching evidence to the claim with real…

atft-research

Drive quantitative analysis, factor diagnostics, and reporting for ATFT-GAT-FAN outputs.

atmosphere-background

Create a dark atmospheric background with drifting vertical light folds, screen-blended glow, and a concentrated luminous corner or lower-edge bloom.

atmospheric-chemistry-and-physics

Use when targeting Atmospheric Chemistry and Physics (ACP) or deciding whether an atmospheric-composition manuscript fits this open-access, interactive-peer-review venue.

atmospheric-scientist

Use when a task needs the judgment of an atmospheric scientist/operational meteorologist — interpreting ensemble forecast guidance, deciding whether conditions cross a…

atomcad

Interact with atomCAD node networks programmatically. Query, edit, and replace CAD geometry nodes for atomic/molecular structure design.

atomic-design

Atomic Design methodology for React component architecture. Use for structuring component libraries, organizing UI hierarchies, and creating scalable design systems.

atomic-design-ios

Expert Atomic Design decisions for iOS/tvOS: when component hierarchy adds value vs overkill, atom vs molecule boundary judgment, design token management trade-offs, and component…

atomic-structure

Atomic theory, periodic table organization, electron configuration, periodic trends, and isotopes/radioactivity.

atomise

Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions.

atuin

Shell history management with Atuin. Use when configuring shell history, setting up history sync, searching command history, importing history from other shells, troubleshooting…

au-tax-research-ryanduguid

Use when researching an Australian tax question for a file note or draft advice: frame the question, verify each primary source and its status for the period, record alternative…

aubrai-longevity

Answer questions about longevity, aging, lifespan extension, and anti-aging research using Aubrai's research engine with cited sources.

audit-bundle-size

Analyse and shrink JavaScript bundle size for any web app. Auto-detects bundler (Vite, Webpack, Rollup, esbuild, Next.js, Turbopack).

audit-lab-functionalities

Audit a Lab (MVE or Project) to identify missing user-facing functionalities — setup, infrastructure, execution methods, debugging, testing, validation and clean up.

audit-ml-pipeline

Read-only audit of one persisted skore report: `audit/NN_.py` (jupytext percent), 1:1 with `experiments/` and `journal/`. Do not execute it. Run `materialize.py` once.

audit-pitch

Cross-check every factual claim in output//pitch.html against the sourced lines in research/companies/.md, write AUDIT-.md classifying each claim (BACKED /…

audit-sampling-methods

Guides privacy audit sampling methodology including statistical and non-statistical sampling, sample size determination, stratification techniques, attribute sampling for…

audit-service-gaps

Audits the observable gaps between a service as it is today and an explicit target state, then researches how reference services actually solved each high-ranked gap before…

audit-ux

Audit user experience quality using research-backed frameworks: Nielsen Norman Group's 10 usability heuristics, Intuit Content Design System for microcopy, Google's HEART metrics,…

augmenting-data-structures

Use when augmenting balanced trees or dynamic sets with maintained metadata, order-statistic trees, interval trees, rank/select queries, overlap search, red-black-tree…

aurora-ui

Web and App implementation guide for Aurora UI. Trigger when user wants gradient glows, color blobs, and atmospheric lighting effects.

australian-legal-research-acor8826

Comprehensive red-teamed Australian legal research on freely available databases — AustLII, CaseLaw NSW, the legislation registers, BarNet Jade (free tier), and web search.

ausynclab-voice

Làm việc với AusyncLab voice và Text-to-Speech API để liệt kê voice, gợi ý voice cho creative plan, lưu setting voice ưa thích, sinh audio narration mp3 hoặc wav, và (tùy chọn)…

authority-triage-en-matematicsolutions

Routes source authority BEFORE a legal answer is generated - maps an EU or member-state legal question onto source layers (EU primary law, general principles, Charter,…

authority-verification

Verifies legal citations and retrieves source material using the case.dev Legal Research API and CLI.

authorship-credit-gen

Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or…

auto-driver

Orient before /auto starts. Loads the hypothesis JSON from lib/auto-detect.sh, surfaces one action line, dispatches when ambiguity is null, or asks one blocking question when it…

auto-factory

Use when the user invokes /build or asks to build/create a software project from an idea. Launches an autonomous multi-stage pipeline (Research, Brainstorm, PM, Architect, Dev,…

auto-paper-demo

Make a demo of a research paper in a marimo notebook fully automatically without extra user input.

auto-paper-improvement-loop

Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds.

auto-paper-improvement-loop

Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds.

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