gec-topic-selection — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited gec-topic-selection (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
GEC is the leading journal on the human and policy dimensions of global environmental change. The bar is not "an interesting environmental finding" — it is "advances knowledge about how societies drive, experience, and respond to environmental change." Use this skill to pressure-test fit before you invest.
A strong GEC paper usually clears all four:
consequences of environmental change, or the social, governance, and policy processes** that address it — not a biophysical result with a policy sentence attached.
how societies adapt, govern, distribute risk, or transition. State the stakes.
conceptual framework, a decisive empirical test, a reconceptualization, or an evidence base for action.
consequences across spatial, temporal, and socio-political scales** — connect your case to that.
| Theme | Reach GEC's audience by… |
|---|---|
| Climate adaptation / vulnerability | tie exposure to social vulnerability, capacity, and equity, not hazard alone |
| Environmental governance | draw the general governance mechanism, not just one institution's story |
| Sustainability transitions | connect socio-technical change to actors, power, and policy levers |
| Food / water / land / oceans | frame as a coupled human-environment system, not a resource study |
| Behavior / values | link individual behavior to drivers, scale, and policy design |
only when they add new insight beyond summarizing the literature.
the right format for papers requiring methods/data-analysis description.
【Question】one sentence
【Human / policy dimension】the social drivers, consequences, or governance processes at stake
【Societal significance】who outside the subfield cares, and why
【Contribution type】framework / test / measurement / reconceptualization / evidence-for-action
【Format】Research Article / Perspective / other
【Fit verdict】strong / needs reframing / off-fit (why)
【Next】gec-literature-positioning../../resources/external_tools.md — data sources by theme../../resources/official-source-map.md — GEC scope and article types~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.