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A skill your agent uses when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript.
No licenceAuto-check passed
Install Gec Conceptual Framework
$ npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills gec-conceptual-framework --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/Global-Environmental-Change-Skills/skills/gec-conceptual-framework .claude/skills/gec-conceptual-framework && rm -rf skills-srcUse ~/.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/
Install the "gec-conceptual-framework" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework into .claude/skills/gec-conceptual-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gec-conceptual-framework", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-frameworkType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills gec-conceptual-framework --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework .agents/skills/gec-conceptual-framework && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "gec-conceptual-framework" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework into .agents/skills/gec-conceptual-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gec-conceptual-framework", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills gec-conceptual-framework --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework .cursor/skills/gec-conceptual-framework && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "gec-conceptual-framework" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework into .cursor/skills/gec-conceptual-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gec-conceptual-framework", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills gec-conceptual-framework --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework .gemini/skills/gec-conceptual-framework && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "gec-conceptual-framework" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework into .gemini/skills/gec-conceptual-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gec-conceptual-framework", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills gec-conceptual-frameworkInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework .github/skills/gec-conceptual-framework && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "gec-conceptual-framework" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework into .github/skills/gec-conceptual-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gec-conceptual-framework", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills gec-conceptual-framework --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework .opencode/skills/gec-conceptual-framework && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "gec-conceptual-framework" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework into .opencode/skills/gec-conceptual-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gec-conceptual-framework", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
gec-conceptual-framework- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~937 tokens
- SKILL.md length
- 347 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript.
- Works in 5 steps: Generates the question. The framework… → Defines concepts precisely.… → Specifies relationships and mechanisms.… → …
- Building the conceptual
- SKILL.md covers When to trigger, What a strong GEC framework does, Common frameworks (adapt,… and Anti-patterns, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Gec Conceptual Framework is an agent skill from franklee16/academic-research-skills. Use when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript. GEC values theoretically rigorous, interdisciplinary work, so the framework must connect concepts (vulnerability, governance, transitions, socio-ecological systems) to the empirical analysis. Builds the framework; it does not run the analysis.
Its SKILL.md is about 940 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
- Building the conceptual
- Analytical framework for a Global Environmental Change (GEC) manuscript
Example prompts
- “/gec-conceptual-framework”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Generates the question. The framework should make clear why the question follows — the gap
- Defines concepts precisely. Vulnerability, adaptive capacity, resilience, governance, transition,
- Specifies relationships and mechanisms. Name the causal or constitutive links (driver → pressure
- Dictates the evidence. The framework must say what observations would support or undermine it —
- Is interdisciplinary by construction. Connect a domain concept to a social-science concept so the
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
Gec Conceptual Framework loads about 937 tokens when it runs. Until then it costs about 94 tokens; SKILL.md has 347 words of instructions outside code blocks.
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 347 words (~937 tokens).
“GEC publishes work that is theoretically and empirically rigorous. The conceptual framework is what makes a human-dimensions paper more than a description: it names the concepts, specifies how they relate, and dictates what evidence would confirm or disconfirm the argument…”
- name
- gec-conceptual-framework
Files
Just SKILL.md in Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework 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
Gec Conceptual Framework 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Gec Conceptual Framework this skillfranklee16/academic-research-skills | 223 | 1 repos | ~937 | Automated safety check: Pass | None | |
| Analytics Trackingalirezarezvani/claude-skills | 28k | 1 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Analyticsgetsentry/sentry | 46k | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Debugging MCP AnalyticsPostHog/posthog | 40k | — | ~7.6k | Automated safety check: Pass | Custom licence | |
| Opik Analytics Instrumentationcomet-ml/opik | 22k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Telemetry AnalyticsOpenHands/OpenHands | 90k | — | ~305 | Automated safety check: Pass | MIT |
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Questions about Gec Conceptual Framework
What does Gec Conceptual Framework do?
A skill your agent uses when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript. Gec Conceptual Framework is an agent skill from franklee16/academic-research-skills. Use when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript.
When should I use Gec Conceptual Framework?
Gec Conceptual Framework fits situations like: building the conceptual; analytical framework for a Global Environmental Change (GEC) manuscript.
How do I install Gec Conceptual Framework in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework in franklee16/academic-research-skills) into .claude/skills/gec-conceptual-framework in your project. Claude Code loads it when a task matches its description.
How do I install Gec Conceptual Framework in Codex?
Run `npx skills add franklee16/academic-research-skills --skill gec-conceptual-framework -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Global-Environmental-Change-Skills/skills/gec-conceptual-framework in franklee16/academic-research-skills) into .agents/skills/gec-conceptual-framework in your project. Codex loads it when a task matches its description.
Can I use Gec Conceptual Framework 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 gec-conceptual-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gec-conceptual-framework, .gemini/skills/gec-conceptual-framework, .github/skills/gec-conceptual-framework and .opencode/skills/gec-conceptual-framework in your project.
What does Gec Conceptual Framework need to run?
SKILL.md names no scripts, command-line tools or credentials: Gec Conceptual Framework is instructions for the agent only.
Does Gec Conceptual Framework 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 Gec Conceptual Framework 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 Gec Conceptual Framework use?
No licence was found for Gec Conceptual Framework or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Gec Conceptual Framework use?
About 937 tokens (SKILL.md is roughly 3.7k 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 Gec Conceptual Framework?
Skills that share tags, products or a category with Gec Conceptual Framework: Analytics Tracking (alirezarezvani/claude-skills, 28k stars), Analytics (getsentry/sentry, 46k stars), Debugging MCP Analytics (PostHog/posthog, 40k stars) and Opik Analytics Instrumentation (comet-ml/opik, 22k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Gec Conceptual Framework?
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.