Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation,…
Score 70/100
Simulates a strict SCI peer-review workflow; trigger when a user uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) and requests an innovation score (1–12) plus experimental-logic…
Score 70/100
Use when you need to isolate a space (like a greenhouse) by closing doors or openings to create a contained environment.
Score 70/100
Use when the agent needs to confirm and prepare a specific inventory item before using it in an experiment or task step.
Score 70/100
Use when the agent needs to direct attention to a specific object in the environment or inventory before performing a critical action such as measuring, using, or connecting.
Score 70/100
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research…
Score 70/100
Reviews scientific documents for logical clarity, argument soundness, and rigor by auditing hypothesis-data alignment, claim-evidence chains, quantitative precision, hedging…
Score 70/100
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE,…
Score 70/100
Systematic strategies for searching scientific literature across PubMed, arXiv, Google Scholar, and AI-assisted tools.
Score 70/100
Scientific manuscript writing: IMRAD, citation styles (APA/AMA/Vancouver/IEEE), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA/ARRIVE), writing principles…
Score 70/100
The scientific method as an epistemological framework for producing reliable knowledge. Covers observation, question formation, hypothesis construction, experimental testing, data…
Score 70/100
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review.
Score 70/100
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense…
Score 70/100
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe…
Score 70/100
This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs.
Score 70/100
Best practices for SciPy scientific computing, optimization, signal processing, and statistical analysis in Python
Score 70/100
Miscellaneous SciTeX utilities — terminal single-keypress helpers for interactive scripts. Public API (2 symbols) — `wait_key()` (block until any key is pressed; returns the…
Score 70/100
Reproducibility helpers for scientific Python experiments — unified seeded random-state for `random`/`numpy`/`torch`/`tf`, experiment ID + timestamp generation, and deterministic…
Score 70/100
Scientific-paper search, metadata enrichment, PDF download, and BibTeX library management for the SciTeX ecosystem.
Score 70/100
Publication-ready statistical testing — 23 tests, effect sizes, power analysis, auto test selection, and MCP tools for AI agents.
Score 70/100
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults.
Score 70/100
Statistical visualization on matplotlib with native pandas support. Auto aggregation, CIs, grouping for distributions (histplot, kdeplot), categorical (boxplot, violinplot),…
Score 70/100
Statistical visualization on matplotlib + pandas. Distributions (histplot, kdeplot, violin, box), relational (scatter, line), categorical, regression, correlation heatmaps.
Score 70/100
Advanced research skills using Z.AI Web Search Prime to synthesize technical information.
Score 70/100
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
Score 70/100
Takes web search results and formats them as polished Slack messages, digests, or thread summaries ready to post to channels.
Score 70/100
Privacy-respecting web search powered by a local SearXNG instance. Use when searching the web, looking up information, researching topics, or needing quick answers.
Score 70/100
SearXNG is an open-source metasearch engine that aggregates results from multiple search providers without tracking users.
Score 70/100
When the user wants to optimize their App Store listing for seasonal events, holidays, or trending moments — including keyword opportunities, metadata updates, screenshot theming,…
Score 70/100
Evidence group skill. Synthesizes published industry reports, benchmarks, regulatory filings, academic research, and analogous-domain case studies to substitute or augment direct…
Score 70/100
Step 4 of the PaperOrchestra pipeline (arXiv:2604.05018). ONE single multimodal LLM call that drafts the remaining paper sections (Abstract, Methodology, Experiments, Conclusion),…
Score 70/100
Pre-submission self-review for the user's own manuscripts, applying a reviewer perspective. Systematic check across 10 categories with research-type branching.
Score 70/100
Bi-directional translator between verbose descriptions and established terminology (semantic anchors).
Score 70/100
Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Score 70/100
Work with a user's Semantic Scholar account to read Research Feeds, inspect private Library folders, add papers to folders, and resolve Semantic Scholar paper records from…
Score 70/100
Physical principles underlying diodes, bipolar junction transistors, and MOSFETs — carrier concentrations, drift and diffusion, the pn junction, forward and reverse bias, the…
Score 70/100
Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through the…
Score 70/100
Performs keyword research using SEMrush API v3 with domain analytics, keyword difficulty scoring, and SERP feature detection.
Score 70/100
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
Score 70/100
Access research-grade sensor data using SensorKit. Use when reading ambient light levels, accelerometer data, rotation rates, device usage patterns, keyboard metrics, or media…
Score 70/100
Multi-step reasoning engine for complex analysis and systematic problem solving. Use when: (1) Complex debugging scenarios with multiple layers, (2) Architectural analysis and…
Score 70/100
Extracts high-signal SERP features from SerpAPI responses, including `answer_box`, `knowledge_graph`, `related_questions`, and `organic_results`.
Score 70/100
Builds structured research datasets by querying SerpAPI Google Search, Google Scholar, and Google News endpoints.
Score 70/100
Automates academic research using the SerpAPI Google Scholar endpoint. Extracts citation graphs, h-index data, and co-author networks for literature reviews.
Score 70/100
SerpBear is an open-source, self-hosted search engine position tracking application. It lets you monitor unlimited keyword rankings in Google with email notifications, a built-in…
Score 70/100
Implement machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics, and artifacts.
Score 70/100
Manage shadcn/ui components using MCP tools. Use when user needs to: (1) Add new shadcn components to a project (2) Build complex UI features requiring multiple components (3)…
Score 70/100
Use after /shep-kit:research to create implementation plan and task breakdown. Triggers include "plan", "implementation plan", "break down tasks", "create tasks", or explicit…
Score 70/100
Use after /shep-kit:new-feature to analyze technical approach, evaluate libraries, document decisions.
Score 70/100
Workflow for questions, clarifications, and information requests. Researches the codebase and answers on the Linear ticket without making code changes.
Score 70/100
Simulation experimental design skill for efficient scenario analysis and optimization.
Score 70/100
Orchestrate multi-simulation campaigns — generate parameter sweep configurations (grid, linspace, or Latin Hypercube sampling), initialize and track batch job campaigns, monitor…
Score 70/100
Generates complete conventional single-gene oncology research designs from a user-provided cancer context, target gene, and validation direction.
Score 70/100
Compose a site brief from offer.md + audience.md + voice.md + research files + the operator's dial / archetype picks. Used by /site as the brief-drafting step.
Score 70/100
Chains multi-step workflows constitutionally — research → plan → judge → execute → verify → log → vault — without human step-by-step prompting
Score 70/100
Generate a production-ready AbsolutelySkilled skill from any source: GitHub repos, documentation URLs, or domain topics (marketing, sales, TypeScript, etc.).
Score 70/100
Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent.
Score 70/100
Generate custom Claude Code slash commands through intelligent 5-7 question flow. Creates powerful commands for business research, content analysis, healthcare compliance, API…
Score 70/100
Structures research progress into focused and actionable slides for lab meetings or project reviews without inventing missing content.
Score 70/100
Ground-truth 2026 playbook for posting, commenting, and replying on Reddit. Covers the ranking algorithm (Hot/Best sort, vote velocity, time decay, confidence score),…
Score 70/100