Geo Strategy Agent Skill

Build an offline GEO optimization plan from explicit goals, diagnosis actions, approved evidence IDs, and a measured baseline. Use for GEO strategy, roadmap, experiment planning, intervention candidates, 策略, 路线图, and 优化实验. Exclude autonomous publication, fabricated outcome evidence, and memory promotion without positive external measurement.

3k tokens

context cost

the whole folder, loaded on every use

files

ships runnable scripts

copies elsewhere

how many repositories repackaged it

101

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/yaojingang/GEOHub --skill geo-strategy

What comes with it

11 014 bytes besides the instruction

agents/interface.yaml

evals/output/cases.jsonl

evals/semantic_config.json

evals/trigger_cases.json

manifest.json

references/output-contract.md

references/strategy-method.md

reports/output_quality_scorecard.md

reports/skill-ir.json

reports/trust-report.md

scripts/run_strategy.py

The instruction itself

4 sections, as written by the author

GEO Strategy

Workflow

Read references/strategy-method.md and prepare the complete file-backed request.
Run python3 scripts/run_strategy.py --input <request.json> --output <runs-root>.
Review all candidates and the fidelity report; choose an offline-approved candidate.
Hand publication-handoff.json to an authorized publisher and wait for a verified publication receipt.
Measure the unchanged query panel after the declared window. Promote memory only when fidelity passed and the weighted metric delta is positive.

Output contract

Produce the input snapshot, bounded candidates, fidelity report, experiment plan, publication handoff, strategy memory, quality report, lineage, and manifest. Read references/output-contract.md before approval.

Boundaries

Execution stays offline. The Skill never publishes, logs in, claims external impact, or promotes an unmeasured intervention. External publication and observation stay marked missing evidence until verified artifacts arrive.

How to use it

Copy the folder

Take yaojingang/geo-strategy from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.