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

88%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

92%

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

A highly actionable, well-sequenced skill body with concrete code, an explicit hosted-key gate, and validation checkpoints. Progressive disclosure is the only weaker dimension because the skill is a single monolithic file with no external reference structure.

Suggestions

Consider extracting the full EnrichmentConfig code template or the hosted-key verification details into a references/ file, keeping SKILL.md as a leaner overview with a clearly signaled link.

Dimension	Reasoning	Score
Conciseness	The body is dense and domain-specific (enrichment architecture, run.ts behavior, the hosted-key gate rationale) with no generic concepts Claude already knows; every section earns its place.	3 / 3
Actionability	Provides a full EnrichmentConfig template, barrel index.ts, registry snippet, concrete commands ("bunx tsc --noEmit", "bunx biome check"), real file paths, and an end-to-end checklist.	3 / 3
Workflow Clarity	A 5-step overview table plus detailed steps, an explicit required gate in Step 2 with a feedback loop ("Stop and run /add-hosted-key... then come back"), and validation checkpoints in Step 5 (tsc/biome/manual run).	3 / 3
Progressive Disclosure	Content is well-sectioned but monolithic — a single ~140-line file with no bundle files or one-level-deep external references, so nothing is progressively disclosed.	2 / 3
	Total	11 / 12 Passed

Description

85%

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 explicitly covers both what the skill does and when to use it, with a distinct niche. Trigger-term quality is the weakest dimension due to jargon-heavy phrasing and limited keyword variation.

Suggestions

Soften jargon in the trigger clause (e.g. add "enrich a table column" alongside "provider cascade") so users phrase the need more naturally.

Add one or two common synonyms (e.g. "fill in missing cell values", "auto-populate columns") to broaden trigger coverage.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — "Add a code-defined table enrichment (registry entry)", "backed by an ordered provider cascade", "ensuring every provider tool it calls has hosted-key support" — rather than vague language.	3 / 3
Completeness	Clearly answers what (add a registry entry backed by a provider cascade with a hosted-key check) and when ("Use when adding a per-row table enrichment that fills cells via existing Sim tools").	3 / 3
Trigger Term Quality	"table enrichment" and "fills cells" are natural user terms, but the trigger leans on jargon ("provider cascade", "hosted-key support", "registry entry") and lacks common variation coverage.	2 / 3
Distinctiveness Conflict Risk	Occupies a clear niche (per-row table enrichments under apps/sim/enrichments/) with distinct triggers, making conflict with other skills unlikely.	3 / 3
	Total	11 / 12 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: 6f514c1

Reviewed: about 17 hours ago

Table of Contents

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