How do I install the Worldenergydata Source Readiness skill?

Run npx skillmds@latest add vamseeachanta/worldenergydata-source-readiness in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Worldenergydata Source Readiness safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Worldenergydata Source Readiness?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Worldenergydata Source Readiness free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Worldenergydata Source Readiness?

vamseeachanta (@vamseeachanta) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Worldenergydata Source Readiness by vamseeachanta

Name: Worldenergydata Source Readiness
Author: vamseeachanta

Worldenergydata Source Readiness

Route agents to the canonical worldenergydata source-readiness skill and summary script. Use when asked for worldenergydata data completeness, data locations, latest known data dates, scheduler freshness, source-readiness status, or acceptance-criteria inputs across the repo ecosystem.

vamseeachanta Updated Sep 17, 2026

File contents

WorldEnergyData Source Readiness

Quick Start

Use the canonical skill and script in the worldenergydata checkout:

WED_REPO="${WED_REPO:-../worldenergydata}"
cd "$WED_REPO"
git fetch origin main
python .claude/skills/worldenergydata-source-readiness/scripts/source_readiness_summary.py

JSON output:

WED_REPO="${WED_REPO:-../worldenergydata}"
cd "$WED_REPO"
git fetch origin main
python .claude/skills/worldenergydata-source-readiness/scripts/source_readiness_summary.py --format json

If the script is missing, update the worldenergydata checkout to a revision at or after PR #461.

What This Returns

The summary includes:

data group / module
catalog status and freshness status
latest known date and whether it came from metadata, file timestamps, or scheduler success
repo-local data location
external data root, if metadata records one
configured scheduler output directory
dataset count, record count, file count, and size

Interpretation Rule

Do not treat latest_known_date as source-data vintage unless the row says the basis is an inspected dataset field. Most current rows use metadata refresh, newest file modified date, or scheduler success.

For acceptance criteria, require each Tier-A source to expose:

source_data_latest_date
last_successful_refresh
data_location
record_count
freshness_status
refresh_cadence
blocker_issue or none

Canonical Files

In worldenergydata:

.claude/skills/worldenergydata-source-readiness/SKILL.md
.claude/skills/worldenergydata-source-readiness/scripts/source_readiness_summary.py
data/freshness-scorecard.json
data/modules/<module>/_metadata.json
data/modules/<module>/manifest.json
config/scheduler/scheduler_config.yml

---name: worldenergydata-source-readinessdescription: Route agents to the canonical worldenergydata source-readiness skill and summary script. Use when asked for worldenergydata data completeness, data locations, latest known data dates, scheduler freshness, source-readiness status, or acceptance-criteria inputs across the repo ecosystem.---# WorldEnergyData Source Readiness## Quick StartUse the canonical skill and script in the `worldenergydata` checkout:```bashWED_REPO="${WED_REPO:-../worldenergydata}"cd "$WED_REPO"git fetch origin mainpython .claude/skills/worldenergydata-source-readiness/scripts/source_readiness_summary.py```JSON output:```bashWED_REPO="${WED_REPO:-../worldenergydata}"cd "$WED_REPO"git fetch origin mainpython .claude/skills/worldenergydata-source-readiness/scripts/source_readiness_summary.py --format json```If the script is missing, update the `worldenergydata` checkout to a revision at or after PR #461.## What This ReturnsThe summary includes:- data group / module- catalog status and freshness status- latest known date and whether it came from metadata, file timestamps, or scheduler success- repo-local data location- external data root, if metadata records one- configured scheduler output directory- dataset count, record count, file count, and size## Interpretation RuleDo not treat `latest_known_date` as source-data vintage unless the row says the basis is an inspected dataset field. Most current rows use metadata refresh, newest file modified date, or scheduler success.For acceptance criteria, require each Tier-A source to expose:- `source_data_latest_date`- `last_successful_refresh`- `data_location`- `record_count`- `freshness_status`- `refresh_cadence`- `blocker_issue` or `none`## Canonical FilesIn `worldenergydata`:- `.claude/skills/worldenergydata-source-readiness/SKILL.md`- `.claude/skills/worldenergydata-source-readiness/scripts/source_readiness_summary.py`- `data/freshness-scorecard.json`- `data/modules/<module>/_metadata.json`- `data/modules/<module>/manifest.json`- `config/scheduler/scheduler_config.yml`

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