agri-research

Run a comprehensive, multi-source literature and evidence-synthesis workflow for agricultural science, as a senior agricultural scientist of the relevant discipline (agronomy, soil science, horticulture, dairy and animal science, agricultural engineering, or agricultural economics). Same machinery as food-research, but the evidence base is agriculture and multidisciplinary literature ranked by journal quartile: Q1/Q2 agriculture journals plus the Nature, Science, Cell and PNAS families first, Q3 only for gaps, Q4 avoided. Use to research an agricultural topic in depth, do a literature review, build an evidence brief, or scope a systematic review. Triggers: research this agricultural topic, agronomy literature review, soil science evidence synthesis, horticulture review, animal science evidence, crop research, farming systems review, what does the agricultural evidence say.

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仓库: PangenomeAI/academic-skills-food-nutrition
最近来源活动: 2026年7月23日 07:23
检测到的 SKILL.md 语言: 英语
星标: 32
分支: 3

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默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。

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npx skills add https://github.com/PangenomeAI/academic-skills-food-nutrition --skill agri-research

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SKILL.md

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name: agri-research
description: Run a comprehensive, multi-source literature and evidence-synthesis workflow for agricultural science, as a senior agricultural scientist of the relevant discipline (agronomy, soil science, horticulture, dairy and animal science, agricultural engineering, or agricultural economics). Same machinery as food-research, but the evidence base is agriculture and multidisciplinary literature ranked by journal quartile: Q1/Q2 agriculture journals plus the Nature, Science, Cell and PNAS families first, Q3 only for gaps, Q4 avoided. Use to research an agricultural topic in depth, do a literature review, build an evidence brief, or scope a systematic review. Triggers: research this agricultural topic, agronomy literature review, soil science evidence synthesis, horticulture review, animal science evidence, crop research, farming systems review, what does the agricultural evidence say.
metadata: {"version":"1.0.0","verified":"2026-07","delegates_to":"food-research","related_skills":["agri-deep-research","agri-paper","agri-review","agri-pipeline","journal-selector","food-research"],"references":["references/agriculture-domain.md"]}

# Agri-Research — Evidence Synthesis for Agricultural Science **Run the `food-research` skill exactly** — its streams, subagents (`search_strategist`, `source_scout`, `screener_appraiser`, `journal_ranker`, `synthesis`, `writer`, `reviewer`, and the full `systematic_reviewer` PRISMA/OHAT pipeline), gates, and output contracts — with the agriculture substitutions in [`references/agriculture-domain.md`](references/agriculture-domain.md). Read that file first. This skill adds no new machinery; it changes **who is working, on what evidence, for which journal**. ## The substitutions 1. **Persona** — a **senior agricultural scientist of the specific discipline** (agronomy · soil science · horticulture · dairy & animal science · agricultural engineering · agricultural economics & policy · agriculture multidisciplinary). Name the discipline and apply its standards (domain §2). 2. **Evidence base** — agriculture + multidisciplinary literature, ranked by `journal_ranker`: **Tier 1** = Q1/Q2 of the seven agriculture categories ([`journals/_coverage_agriculture.md`](../journals/_coverage_agriculture.md), 230 journals) + Nature/Science/Cell/PNAS + Q1/Q2 of adjacent disciplines; **Tier 2** = Q3 for gaps only; **Q4 avoided**. Authoritative non-journal sources (FAO, USDA, CGIAR, EFSA, extension services) count as evidence with a source and date (domain §3). 3. **Journal routing** — via `journal-selector`, using the agriculture coverage map (domain §4). ## Streams (as `food-research`) - **quick brief** — fast orientation; Tier 1 only. - **full review** — the default: four-layer search → two-phase screening → synthesis → manuscript → `reviewer` loop → Word `.docx`. - **deep research** — calls **`agri-deep-research`** (not `food-deep-research`). - **systematic** — full PRISMA + OHAT pipeline; **inclusion by pre-specified eligibility, never journal ranking**. ## Agricultural rigour Apply domain §5 throughout — field-trial reporting (site, season/years, soil, cultivar, design, replication), **the experimental unit** (plot/pen, not plant/animal — pseudoreplication is the classic error), G×E and season-to-season variation, ARRIVE for animal work, and no extrapolation from pot to field or region to region. ## Inherited unchanged (not optional) Anti-fabrication grounding and the four-gate citation check (`scripts/verify_citations.py`), the privacy scan, `journal-selector`'s ask-once contract, **academic style + AI-tell removal** (`food-paper/references/writing-style.md` with `human-writing.md`), and the **mandatory AI-use disclosure** in every written output. Also the **full-text-access first move** — `food-research`'s highlighted, one-time request for the user's EndNote `.Data` folder / reference PDFs, and full-text extraction via the ladder before synthesis (`food-research/references/full-text-access.md`).

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food-ppt

Turn a food & nutrition review report, evidence brief, or manuscript into a fully EDITABLE PowerPoint (.pptx) that opens in PowerPoint / Keynote / Google Slides with every title, bullet, table, and figure as a native editable object — nothing flattened to an image. Converts the outputs of food-research, food-deep-research, food-paper, and food-pipeline (or any Word/PDF/Markdown/txt source) into a well-designed deck: it plans the outline, writes concise grounded slide text with presenter notes on every slide, places figures as movable picture objects, builds the .pptx via python-pptx, and QA-checks editability. Design informed by taste-skill. Use to make slides, a presentation, a PPT, or a deck from a report or paper. Triggers: make a PPT, create slides, presentation from my report, turn this review into slides, build a deck, PPTX from my paper, journal-club slides, conference presentation.

2026-08-11

agri-ppt

Turn an agricultural-science review report, evidence brief, or manuscript into a fully EDITABLE PowerPoint (.pptx) — every title, bullet, table, and figure a native editable object, nothing flattened to an image. Same machinery as food-ppt, but for agricultural work: converts the outputs of agri-research, agri-deep-research, agri-paper, and agri-pipeline (or any Word/PDF/Markdown/txt source) into a well-designed, grounded slide deck with presenter notes on every slide. Never invents content beyond the source. Use to make slides, a presentation, a PPT, or a deck from an agricultural report or paper. Triggers: make a PPT for my agronomy paper, slides from my soil science review, presentation from my field-trial report, agricultural journal-club slides, build a deck from my crop research.

2026-08-09

food-proposal

Master orchestrator for preparing research proposals and funding-application proposals in food, nutrition & agricultural science. Like food-pipeline, but for proposals: it resolves the target funding scheme's format first (headings, order, page/word limit, font, assessment criteria), then drafts from scratch (food-deep-research for the knowledge base, food-paper to write, food-review to review) or revises an existing draft after first understanding the field. Enforces the scheme's length limit and required headings and aligns content to the assessment criteria. Built-in schemes: ARC Discovery EOI, ARC Discovery Full Application, and the UoM Ag & Food project proposal; if a scheme isn't included it asks the user to upload the guideline and extracts the format. Triggers: write a grant proposal, ARC Discovery application, funding application, research proposal, project proposal, revise my grant, prepare an EOI.

2026-08-09

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