enrich

Name: enrich
Author: WorldFishCenter

Validate a table's shape (tidy wide/long) and fill its data-dictionary value domains via the dict-enricher agent

by WorldFishCenter(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

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About

Prompt file imported from WorldFishCenter/WDB (.claude/commands/enrich.md). Fill in {{arguments}} before use. Copyright stays with the author.

Use the dict-enricher subagent on the table(s) in {{arguments}} (or my new/changed .csv/.xlsx files if none given). First validate the shape with .claude/scripts/dict_enricher.py: if a file isn't a tidy single table (wide or long), stop and tell me exactly what to reshape — don't edit my data. If it's valid, merge the script's value-domain facts into the matching _dict.md (## Columns), keeping the existing prose meaning and using per-parameter summaries for long data. Then report the result and remind me this is maintainer-reviewed and that I still commit source files only and open a PR. Run this as the data-validity check before opening a PR.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

Use the dict-enricher subagent on the table(s) in {{arguments}} (or my new/changed `.csv`/`.xlsx`
files if none given). First **validate the shape** with `.claude/scripts/dict_enricher.py`: if a
file isn't a tidy single table (wide or long), stop and tell me exactly what to reshape — don't
edit my data. If it's valid, **merge the script's value-domain facts into the matching
`_dict.md`** (`## Columns`), keeping the existing prose meaning and using per-parameter summaries
for long data. Then report the result and remind me this is maintainer-reviewed and that I still
commit source files only and open a PR. Run this as the data-validity check before opening a PR.

Installed into a catalogue, chosen by a router

Install enrich and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

Photo: RDNE Stock project

Manifest

The prompt text and its fill-in variables. Copy it or fetch it by URL from your own code.

worldfishcenter-wdb-enrich-command.prompt.jsonjson

{
  "prompt": "Use the dict-enricher subagent on the table(s) in {{arguments}} (or my new/changed `.csv`/`.xlsx`\nfiles if none given). First **validate the shape** with `.claude/scripts/dict_enricher.py`: if a\nfile isn't a tidy single table (wide or long), stop and tell me exactly what to reshape — don't\nedit my data. If it's valid, **merge the script's value-domain facts into the matching\n`_dict.md`** (`## Columns`), keeping the existing prose meaning and using per-parameter summaries\nfor long data. Then report the result and remind me this is maintainer-reviewed and that I still\ncommit source files only and open a PR. Run this as the data-validity check before opening a PR.",
  "variables": [
    "arguments"
  ],
  "notes": "Validate a table's shape (tidy wide/long) and fill its data-dictionary value domains via the dict-enricher agent Arguments: [path to a .csv/.xlsx] (optional — defaults to your new/changed tabular files).",
  "metadata": {
    "source": {
      "provider": "github-claude-commands",
      "repository": "https://github.com/WorldFishCenter/WDB",
      "path": ".claude/commands/enrich.md",
      "ref": "babd4af0adb247a9754c208fa0fff0286a2b98ef",
      "url": "https://github.com/WorldFishCenter/WDB/blob/babd4af0adb247a9754c208fa0fff0286a2b98ef/.claude/commands/enrich.md",
      "key": "WorldFishCenter/WDB/.claude/commands/enrich.md"
    }
  }
}

Fetch it by URL: GET /api/v1/registry/worldfishcenter-wdb-enrich-command/manifest?version=1.0.0

About

Use it

Install enrich and it becomes one more candidate the router can pick - when it fits.

Manifest

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