Individual skill
gec-conceptual-framework
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.
Global-Environmental-Change-Skills/skills/gec-conceptual-framework/SKILL.md
Source commit 932eb23331721b16e967c59f093781be1928b498
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,409
- Repository last updated
- Sep 27, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-writing Repository topic
- agent-skills Repository topic
- journal Repository topic
- academic-research Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- awesome-list Repository topic
- claude Repository topic
- claude-code Repository topic
- economics Repository topic
- security Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 6,924 bytes
Read excerpt
# Conceptual Framework (gec-conceptual-framework)
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. This is the heart of a GEC paper —
treat it as a load-bearing contribution, not boilerplate.
## When to trigger
- Defining the concepts, mechanisms, and relationships the paper rests on
- A reviewer said the paper is "atheoretical," "descriptive," or "the framework does no work"
- Adapting an established framework (IPCC vulnerability, Ostrom SES/IAD, MLP transitions, livelihoods)
- Building an original framework or integrating two traditions
