Agent skill

Agsy Impact And Implications

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design, management, decision support, or policy.

No licenceAuto-check passed

Install Agsy Impact And Implications

skills CLI
$ npx skills add franklee16/academic-research-skills --skill agsy-impact-and-implications -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills agsy-impact-and-implications --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Agricultural-Systems-Skills/skills/agsy-impact-and-implications .claude/skills/agsy-impact-and-implications && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
agsy-impact-and-implications
GitHub stars
223
Used in
1 other repo
Token cost
~857 tokens
SKILL.md length
346 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design, management, decision support, or policy.

  • Works in 5 steps: Name the decision. Who decides what… → State the trade-off, not a single… → Scope it to the system and the evidence.… → …
  • Articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design
  • SKILL.md covers When to trigger, How to frame implications, The decision-relevance test… and Anti-patterns, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Agsy Impact And Implications is an agent skill from franklee16/academic-research-skills. Use when articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design, management, decision support, or policy. AgSy values systems analysis that informs a decision, so this is what separates an AgSy paper from a methods demo. It frames implications honestly within the model's scope; it does not over-claim or invent impact.

Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design
  • Decision support

Example prompts

  • “/agsy-impact-and-implications”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Name the decision. Who decides what differently because of this result — a farmer choosing a
  2. State the trade-off, not a single "best." Systems results are about trade-offs and synergies; an
  3. Scope it to the system and the evidence. Implications hold within the system boundary, scales,
  4. Be honest about uncertainty. Tie the strength of the recommendation to the uncertainty from
  5. Connect to the bigger system. Where relevant, link the farm/landscape result to food security,

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Agsy Impact And Implications loads about 857 tokens when it runs. Until then it costs about 97 tokens; SKILL.md has 346 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~97
When it runs · the whole SKILL.md, loaded when a task matches
~857

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 346 words (~857 tokens).

“AgSy publishes systems analysis that informs a decision — how to design or manage a farm, what trade-off a policy faces, where to intervene in a food system. A technically sound model with no decision relevance reads as a methods…”

— opening of SKILL.md by franklee16
name
agsy-impact-and-implications

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Agricultural-Systems-Skills/skills/agsy-impact-and-implications of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Agsy Impact And Implications next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Agsy Impact And Implications compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Agsy Impact And Implications this skillfranklee16/academic-research-skills2231 repos~857Automated safety check: PassNone
Matterbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.1kAutomated safety check: PassMIT
Matter Workspaceanthropics/claude-for-legal9.6k3 repos~2.5kAutomated safety check: PassApache-2.0
Matter Workspaceanthropics/claude-for-legal9.6k2 repos~2.4kAutomated safety check: PassApache-2.0
Matter Workspaceanthropics/claude-for-legal9.6k3 repos~2.5kAutomated safety check: PassApache-2.0
Matter Workspaceanthropics/claude-for-legal9.6k3 repos~2.4kAutomated safety check: PassApache-2.0

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Questions about Agsy Impact And Implications

What does Agsy Impact And Implications do?

A skill your agent uses when articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design, management, decision support, or policy. Agsy Impact And Implications is an agent skill from franklee16/academic-research-skills. Use when articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design, management, decision support, or policy.

When should I use Agsy Impact And Implications?

Agsy Impact And Implications fits situations like: articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design; decision support.

How do I install Agsy Impact And Implications in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill agsy-impact-and-implications -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Agricultural-Systems-Skills/skills/agsy-impact-and-implications in franklee16/academic-research-skills) into .claude/skills/agsy-impact-and-implications in your project. Claude Code loads it when a task matches its description.

How do I install Agsy Impact And Implications in Codex?

Run `npx skills add franklee16/academic-research-skills --skill agsy-impact-and-implications -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Agricultural-Systems-Skills/skills/agsy-impact-and-implications in franklee16/academic-research-skills) into .agents/skills/agsy-impact-and-implications in your project. Codex loads it when a task matches its description.

Can I use Agsy Impact And Implications in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill agsy-impact-and-implications -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agsy-impact-and-implications, .gemini/skills/agsy-impact-and-implications, .github/skills/agsy-impact-and-implications and .opencode/skills/agsy-impact-and-implications in your project.

What does Agsy Impact And Implications need to run?

SKILL.md names no scripts, command-line tools or credentials: Agsy Impact And Implications is instructions for the agent only.

Does Agsy Impact And Implications access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Agsy Impact And Implications safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Agsy Impact And Implications use?

No licence was found for Agsy Impact And Implications or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Agsy Impact And Implications use?

About 857 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Agsy Impact And Implications?

Skills that share tags, products or a category with Agsy Impact And Implications: Matter (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Matter Workspace (anthropics/claude-for-legal, 9.6k stars), Matter Workspace (anthropics/claude-for-legal, 9.6k stars) and Matter Workspace (anthropics/claude-for-legal, 9.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Agsy Impact And Implications?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.