add-enrichment

Add a code-defined table enrichment (registry entry) under `apps/sim/enrichments/` backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support. Use when adding a per-row table enrichment that fills cells via existing Sim tools.

Quality

84%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, actionable skill body with strong workflow sequencing and validation checkpoints appropriate to a batch per-row operation. Conciseness and progressive disclosure are solid but not maximal due to inline code bulk and a few explanatory passages.

Suggestions

Tighten the 'Why it matters' paragraph in Step 2 to a one-line rationale so the hosted-key gate stays the focus.

Consider moving the full EnrichmentConfig example into a references/ template file and showing a trimmed version inline to improve progressive disclosure.

Add a short note clarifying which placeholder values ({name}, SomeIcon, toolId) the user must replace versus which are literal.

Dimension	Reasoning	Score
Conciseness	Dense and technical, assuming Claude's competence (no basic concept explanations), with necessary Sim-specific architecture stated inline; a few explanatory passages like the 'Why it matters' rationale in Step 2 could be trimmed slightly.	4 / 5
Actionability	Provides copy-paste-ready EnrichmentConfig, registry, index.ts, and hosting-block examples plus concrete commands (bun run type-check, bunx biome check) and exact paths; minor gaps remain via template placeholders ({name}, SomeIcon, service_action) that the user must substitute.	4 / 5
Workflow Clarity	Five steps are clearly sequenced in an overview table with an explicit required gate in Step 2 (stop and run /add-hosted-key) and a verification step with feedback signals in Step 5 (cell fills, dev-server log, blank-vs-error rows), plus a checklist.	5 / 5
Progressive Disclosure	Well-organized into Overview, Architecture, Steps 1–5, and Checklist with no nested references; the long inline code example and architecture block are justified for a self-contained skill, though the body is heavier than a lean overview.	4 / 5
	Total	17 / 20 Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, specific description that covers what and when with concrete, third-person phrasing and a clear niche. Trigger-term synonyms could be richer, but distinctiveness and completeness are excellent.

Dimension	Reasoning	Score
Specificity	Names the domain ('code-defined table enrichment', 'registry entry under apps/sim/enrichments/') and several concrete actions (ordered provider cascade, ensuring hosted-key support, filling cells via existing tools); minor gaps such as registration/verification are not surfaced.	4 / 5
Completeness	Explicitly answers both what ('Add a code-defined table enrichment... backed by an ordered provider cascade, ensuring every provider tool it calls has hosted-key support') and when ('Use when adding a per-row table enrichment that fills cells via existing Sim tools') with concrete trigger phrasing.	5 / 5
Trigger Term Quality	'Use when adding a per-row table enrichment that fills cells via existing Sim tools' covers natural trigger phrases ('table enrichment', 'per-row', 'fills cells') a user would say, though synonyms and alternative phrasings are thin.	4 / 5
Distinctiveness Conflict Risk	The niche is narrow and specific — code-defined per-row table enrichments under a fixed path with a provider cascade and hosted-key constraint — making conflict with unrelated skills unlikely.	5 / 5
	Total	18 / 20 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: simstudioai/sim
Path: .agents/skills/add-enrichment/SKILL.md
Commit: 7945b29

Reviewed: 3 days ago

Table of Contents

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