Research AI Skills

Write a LinkedIn post based on research findings or a given topic. Use this skill when asked to create LinkedIn content, professional posts, or thought leadership pieces.

Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs.

Prepare Armenia transfer-pricing workpapers for 2026: identify related persons, controlled cross-border and specified domestic transactions, separate the annual regulation and notification thresholds,…

Research suitable countries using the host AI and the saved Baixyn company profile, then save only countries the user wants written through the market update tool. Use for long-term target markets,…

Competitor engagement signal tracking for B2B outbound. Use when the user asks about competitor signals, bad review targeting, G2/Capterra scraping, LinkedIn follower scraping from competitors, battle…

Use when you must identify which theoretical conversation an Academy of Management Review (AMR) manuscript enters and how it "challenges and extends" that conversation. Positions the argument within a…

Generates a polished, self-contained HTML heatmap scorecard — a weighted comparison matrix where entities (rows) are scored across dimensions (columns), with computed totals, rank badges, and a winner…

Creative discovery partner for ideation and concept shaping. Use when brainstorming, exploring product ideas, expanding vague concepts, comparing directions, finding opportunities, creative ideation.…

Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content…

Evaluating the quality, provenance, and relevance of evidence that supports or undermines a claim. Covers source credibility, sampling quality, study design, levels of evidence (anecdote to…

Audits a manuscript's citations for fabricated or nonexistent sources, DOIs that resolve to a different work, mismatches between in-text citations and the reference list, APA 7 or journal style, and…

Use when English text must be parsed without a human to resolve ambiguity — tool descriptions, error messages, inter-agent instructions, system prompts, status reports — and misreading has a real…

Set up, take over, reorganize, and maintain a research project directory so the work stays iterable across months and across agent sessions. Ships four scripts — explore_project.py (read-only survey…

Generate interactive click-through quizzes from documents, web pages, or web research. Extracts key concepts, creates calibrated questions (true/false and multiple choice) with source citations, and…

Veille marketing experte pour {{COMPANY_NAME}} — concurrents, secteur/réglementation, tendances, e-réputation. À invoquer pour lancer la veille périodique (hebdo ou mensuelle selon la config),…

Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note,…

Research a person's public track record and give a short credibility assessment. Use only when the user explicitly invokes /who-is-this.

Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation…

Collects candidate biomedical literature across multiple databases, adapts search logic by database, preserves source metadata, and organizes results into a structured, screening-ready candidate pool.…

Triage academic email and calendar (Gmail / Google Calendar via the session's MCP) into a prioritized digest plus a referee-obligations tracker — classifying referee requests, R&R and editor…

Multi-source ML dataset discovery. Search HuggingFace Hub, OpenML, GitHub, and paper cross-references for datasets relevant to a research task. Use when asked to "find datasets for", "search ML…

Advises on lesion-symptom mapping methods: VLSM, disconnection analysis, network lesion mapping

Spatial and temporal convergence analysis with Richardson extrapolation and Grid Convergence Index (GCI) for solution verification

Expertise complète en droit français des étrangers, de l'asile et de la nationalité — entrée et visas, séjour (CESEDA livre IV, AES, étranger malade, regroupement familial, métiers en tension),…

Classify IPs as scanners or targeted attackers — filter alert noise

Creates evidence-based documentation following DIVIO/Diataxis principles. Use when writing tutorials, how-to guides, reference docs, or explanations.

Use when a tutorial module plan exists and the run needs an auditable module-to-source grounding file before prose.

Structured work: multi-phase tasks, feature builds, planning, objective loops, hill climbing.

Prepare for upcoming meetings — pulls Cal.com bookings, researches participants, audits previous sessions from Obsidian vault, and creates prep notes. Also links prep notes to post-meeting session…

Visualize networks, graphs, citation maps, and relational data

Lightweight source-backed research and synthesis for normal Reviva agents. Use when the user asks to summarize materials, compare sources, verify claims, collect evidence, create a short research…

Use when planning, prompting, producing, reviewing, or improving professional Seedance 2.0 videos, especially product explainers, news explainers, science explainers, and brand films. Turns creative…

Use this skill when a deal is coming up for a forecast call, a stage change, when someone asks what's actually missing on a deal, or after a new call or email that might change qualification — deal…

亚马逊卖家listing构建器和优化器。两种模式：(A) 创建 — 使用关键词列表 + 产品特性 + AI文案从零开始构建关键词优化的listing，(B) 优化 — 审计现有listing，发现关键词差距，从8个维度评分，并使用缺失的关键词重写。与amazon-keyword-research集成获取关键词输入。适用于12个亚马逊市场。无需API密钥。适用于：(1)…

Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design…

Creates polished self-contained HTML explanation reports for complex, multi-step topics using overview tables, evidence cards, adaptive graphs or diagrams, meaningful SVG/media, and accessible tabs…

Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. Use for new integration research…

Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run interpretability experiments on massive models…

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using…

Assesses whether a medical research topic is worth starting now by separating true novelty from pseudo-novelty, auditing real feasibility under stated resource constraints, and forcing a concrete…

Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training. Use when implementing residual connection improvements with doubly stochastic matrices via Sinkhorn-Knopp…

Search academic literature and generate, validate, or compare Knows paper sidecars. Use for claim/evidence analysis and literature synthesis.

Domain-validated decision logic for selecting neuropsychological test batteries matched to suspected cognitive deficit profiles

Comprehensive multi-omics disease characterization integrating genomics, transcriptomics, proteomics, pathway, and therapeutic layers for systems-level understanding. Produces a detailed multi-omics…

When you want to pressure-test a potential new business, product, or side project against the serial-founder filter. Not "marketing ideas for a product" (that's marketing-skills:marketing-ideas) —…

Validates album directory structure, file locations, and content integrity. Use before release or whenever the user wants to check an album's structural health.

Verify factual claims in a text against authoritative sources and rewrite it with footnote citations, hedging the unconfirmed. Use to fact-check, verify a claim, or cite sources on request. Not for…

Use when `paper-review` needs overlap/delta positioning against provided related work.

Performs a gap analysis between two artifacts (a current state and a desired state) and produces a plain-language, stakeholder-readable report indexed by stable gap IDs. Use when the user wants to…

Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a proposal", "create a resume", "beautiful PDF",…

Research and evaluate github gem seeker with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for github gem seeker findings or verification.