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enrich-company-and-contact-data

Use for data-first company, contact, lead, and prospect discovery or enrichment, including firmographic or technographic completion, named-company profiling, entity resolution, ICP matching, prospect-list building, segmentation, trigger or sales-signal analysis, market and territory scans, and enrichment-backed comparisons. Exclude meeting preparation, outreach-led company research, and prioritization of an already established account book.

73

Quality

91%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

82%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 strong, highly actionable instruction skill: concrete routing rules, ranked priorities, bounded recovery behavior, and copy-ready output templates for all three modes. Its weaknesses are moderate redundancy across the dependency, rules, and output-contract sections, and a workflow whose full sequence relies on an external index skill, plus one malformed anchor link.

Suggestions

Consolidate the source-ownership rules that currently appear in both 'Key Dependency Categories' and 'Overall Rules' into a single section to remove the repetition and trim tokens.

Fix the malformed reference on the 'Cross-Skill Best Practices' line ('SKILL.md## Cross-Skill Best Practices' should use a single '#' anchor) so the pointer resolves correctly.

Briefly enumerate the default workflow stages inherited from the index skill (e.g., stage names in one line) so the sequence is legible without loading the external file.

DimensionReasoningScore

Conciseness

The body is dense with normative instruction and never explains concepts Claude already knows, but there is real redundancy: source-ownership rules appear in 'Key Dependency Categories' ("CRM for account identity...", "Knowledge & Files for ICP definitions..."), again in 'Overall Rules' ("CRM owns internal account truth... use Sales Intelligence for... use Knowledge & Files for..."), and the citation rule is stated twice ("Cite sourced claims with hyperlinks" vs the field-level source-link requirements). This is more than the trivial trim of the level-5 anchor but still efficient, fitting level 4.

4 / 5

Actionability

For an instruction-only skill the guidance is fully actionable: a six-level enrichment priority order, mode-selection conditions ('Use when the user supplies companies, contacts, domains, emails, rows, a CSV/export...'), concrete recovery paths ('make at most two narrow source calls... then ask the user to choose'), and three copy-ready output templates with exact table columns. Specific examples cover the common cases, matching the level-5 anchor; there is no vague 'process as needed' direction.

5 / 5

Workflow Clarity

The stages that are written are clearly sequenced with checkpoints — hard-filter verification before qualification ('Verify hard filters before calling a row qualified'), ambiguity handling, and a mandatory 'Sources & Coverage' output section. However, the full workflow is explicitly external ('These enrichment-specific steps modify the corresponding default workflow stages in the index skill. Continue the remaining default stages'), so the complete sequence and several checkpoints are not self-contained here — a minor gap that fits level 4 rather than the fully explicit level 5.

4 / 5

Progressive Disclosure

Structure is good: mode sections with inline output templates, and clearly signaled one-level-deep references to the index skill ('[Limitations and Improvements](../index/SKILL.md#limitations-and-improvements)') and sibling skills (`zoominfo`, `apollo`, `prioritize-accounts`). Minor organization gaps keep it at level 4: the link 'plugins/sales/skills/index/SKILL.md## Cross-Skill Best Practices' is malformed (double hash), and the shared default stages delegated to the external index skill are not summarized, so navigation depends on a file outside this bundle.

4 / 5

Total

17

/

20

Passed

Description

100%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.

An exemplary description: concrete, action-dense, synonym-rich, with an explicit 'Use for' trigger clause and an exclusion clause that cleanly separates it from sibling skills like meeting prep, outreach-led research, and account prioritization. It scores at the top anchor on every dimension with no padding or over-claims.

DimensionReasoningScore

Specificity

The description lists many concrete, specific actions — "discovery or enrichment", "firmographic or technographic completion", "named-company profiling", "entity resolution", "ICP matching", "prospect-list building", "segmentation", "trigger or sales-signal analysis", "market and territory scans" — matching the anchor for multiple specific concrete actions with comprehensive coverage. No vague or padded language; nothing fits the level-4 'minor gaps' example since the action coverage is broad and each item is a distinct capability.

5 / 5

Completeness

It explicitly answers both what (data-first discovery/enrichment with an enumerated task list) and when ("Use for data-first company, contact, lead, and prospect discovery or enrichment...") with concrete trigger phrases. It even adds explicit boundary guidance ("Exclude meeting preparation, outreach-led company research, and prioritization of an already established account book"), exceeding the level-4 anchor where 'when' could be more specific.

5 / 5

Trigger Term Quality

Natural user phrasing is comprehensively covered with abundant synonyms: "company, contact, lead, and prospect", "discovery or enrichment", "ICP matching", "prospect-list building", "segmentation", "market and territory scans". This matches the level-5 anchor (comprehensive natural terms including synonyms); level 4 ('a few natural terms missing') undersells the synonym density present here.

5 / 5

Distinctiveness Conflict Risk

It carves a clear data-first niche and proactively disambiguates sibling skills via the exclusion clause ("Exclude meeting preparation, outreach-led company research, and prioritization of an already established account book"), which directly answers 'would this trigger for the wrong skill?' with minimal conflict risk. Level 4 ('minor overlap risk') does not apply because the exclusions make the boundaries explicit.

5 / 5

Total

20

/

20

Passed

Validation

93%

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

CriteriaDescriptionResult

relative_links

Relative link issues: 6 suspicious

Warning

Total

15

/

16

Passed

Repository
XiaomiMiMo/MiMo-Code
Reviewed

Table of Contents

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