Research & Search Agent Skills
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Research & Search
928 skills
orchestra-research constitutional-ai
Train AI models to be harmless through self-critique and AI feedback using a set of constitutional principles, without requiring human labels for harmful outputs.
10.4k
orchestra-research nnsight-remote-interpretability
Run interpretability experiments on neural network internals using nnsight, with optional NDIF remote execution for massive models.
10.4k · bundle
orchestra-research sparse-autoencoder-training
Train and analyze Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features for mechanistic interpretability research.
10.4k · bundle
orchestra-research systems-paper-writing
Provides paragraph-level structural blueprints for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys, including page allocation, writing patterns, and venue-specific checklists.
10.4k · bundle
orchestra-research ara-compiler
Compiles research inputs—PDFs, code, logs, notes—into structured Agent-Native Research Artifacts with cognitive and physical layers.
10.4k · bundle
orchestra-research ara-rigor-reviewer
Performs a semantic epistemic review of Agent-Native Research Artifacts, scoring six dimensions and producing a constructive report with a recommendation.
10.4k · bundle
orchestra-research brainstorming-research-ideas
Guides researchers through structured ideation frameworks to discover high-impact research directions.
10.4k
owl-listener empathy-map
Synthesize user research into a 4-quadrant empathy map (Says, Thinks, Does, Feels) to capture and share user understanding across a team.
1.7k
owl-listener journey-map
Creates a comprehensive end-to-end user journey map with stages, touchpoints, emotions, pain points, and opportunity areas for product design and UX analysis.
1.7k
owl-listener survey-design
Design surveys that collect reliable, unbiased quantitative data to validate hypotheses and measure user attitudes at scale.
1.7k
owl-listener service-blueprint
Map the end-to-end service delivery system including frontstage actions, backstage processes, and supporting infrastructure.
1.7k
owl-listener jobs-to-be-done
Map user Jobs-to-Be-Done with functional, emotional, and social dimensions plus outcome expectations to reframe product decisions around user motivations.
1.7k
owl-listener affinity-diagram
Organize qualitative research data into an affinity diagram with themes, clusters, and insight statements.
1.7k
owl-listener diary-study-plan
Design a diary study plan with prompts, duration, participant criteria, and analysis framework to understand user behavior over time in natural contexts.
1.7k
owl-listener interview-script
Create structured user interview scripts with warm-up, core exploration, and wrap-up sections for qualitative research.
1.7k
owl-listener competitive-analysis
Conduct a structured competitive analysis comparing UX patterns, features, strengths, and gaps across rival products.
1.7k
owl-listener card-sort-analysis
Analyze card sorting results to inform information architecture and navigation structure. Use after conducting open or closed card sort studies.
1.7k
owl-listener research-repository
Build and maintain a research repository that makes findings findable, reusable, and cumulative across the organization.
1.7k
owl-listener usability-test-plan
Design a usability test plan with tasks, success metrics, participant criteria, and facilitation guide for moderated or unmoderated sessions.
1.7k
owl-listener click-test-plan
Design click and first-click tests to evaluate navigation clarity and information findability in user interfaces.
1.7k
owl-listener heuristic-evaluation
Conduct expert heuristic evaluations of digital interfaces using Nielsen's 10 usability heuristics and domain-specific criteria.
1.7k
tradermonty sector-analyst
Analyzes sector rotation patterns and market cycle positioning using publicly available CSV data, with optional chart image analysis.
2.3k · bundle
tradermonty us-stock-analysis
Analyze US stocks with fundamental and technical analysis, peer comparisons, and investment reports using real-time market data.
2.3k · bundle
tradermonty market-news-analyst
Analyzes recent market-moving news events and their impact on US equity markets and commodities, producing impact-ranked reports using web search and fetch tools.
2.3k · bundle
tradermonty market-top-detector
Quantifies market top probability using O'Neil Distribution Days, Minervini leading stock deterioration, and Monty defensive sector rotation, producing a 0-100 composite score with risk zone classification for tactical 2-8 week timing signals.
2.3k · bundle
tradermonty stockbee-20pct-study
Scans US equities for daily +20%/-20% movers, classifies catalysts and chart context, updates forward outcomes, and summarizes cohort patterns for research.
2.3k · bundle
tradermonty breadth-chart-analyst
Analyze S&P 500 market breadth charts and CSV data to assess market health, identify trading signals, and generate positioning recommendations for different trader types.
2.3k · bundle
tradermonty macro-regime-detector
Detect structural macro regime transitions (1-2 year horizon) using cross-asset ratio analysis, analyzing RSP/SPY concentration, yield curve, credit conditions, size factor, equity-bond relationship, and sector rotation to identify regime shifts.
2.3k · bundle
tradermonty us-market-bubble-detector
Evaluates US market bubble risk through quantitative data analysis using the Minsky/Kindleberger framework, scoring indicators like Put/Call ratio, VIX, margin debt, breadth, and IPO data.
2.3k · bundle
tradermonty market-environment-analysis
Analyzes global market conditions across US, European, and Asian indices, forex, commodities, and economic indicators to produce structured market reports with risk sentiment assessment.
2.3k · bundle
tradermonty stockbee-setup-fluency-trainer
Build and maintain a model book for Stockbee-style Momentum Burst setups by ingesting screener candidates, updating 3-day and 5-day forward outcomes with MFE/MAE and stop-hit status, and summarizing cohort statistics to improve setup recognition.
2.3k · bundle
tradermonty stockbee-episodic-pivot-analyzer
Analyzes Stockbee-style Day 1 Episodic Pivot candidates by scoring catalyst quality alongside price/volume confirmation, gap/range expansion, volume shock, neglect/revaluation context, liquidity, and risk to the EP-day low.
2.3k · bundle
tradermonty stockbee-momentum-burst-screener
Screen US stocks for Stockbee-style short-term momentum burst setups using 4% breakout, dollar breakout, range expansion, volume expansion, prior range contraction, close-location, failure filters, and risk-distance scoring.
2.3k · bundle
memento-teams web-search
Search the web and fetch content from URLs, returning LLM-friendly markdown.
1.5k · bundle
antigravity deepapi
Scrapes public web data from LinkedIn, Twitter, GitHub, YouTube, and other sources, sends and reads email, performs deep research, generates images, and searches the web through the DeepAPI service.
42.4k
dontbesilent2025 dbs-chatroom-austrian
Facilitates a multi-perspective discussion on Austrian economics between Hayek, Mises, and Claude, analyzing user questions through their distinct philosophical lenses.
Frequently asked questions
What are Research & Search agent skills?
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Which Research & Search skills are most installed?
Popular Research & Search skills on SkillMD right now include sector-analyst, us-stock-analysis, systems-paper-writing. Rankings shift as installs change; sort this page by "Most downloaded" for the live list.
Do Research & Search skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds add <owner>/<name>, or copy the file into your agent's skills directory.