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Route broad Data Analytics requests to the appropriate quantitative analysis, visualization, dashboard, report, notebook, KPI, market-sizing, validation, or semantic-layer workflow.

69

Quality

85%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

70%

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

A well-structured router skill with a clear sequenced workflow, explicit dependency gates, and appropriately split one-level-deep references, but it is verbose with restated blocking/non-blocking logic and mixes concrete templates with abstract policy and a pseudocode example.

Suggestions

Consolidate the blocking/non-blocking dependency rules into one authoritative section and reference it elsewhere, instead of restating the logic in Category Resolution, Missing Source Resolution, Source authority, and Workflow Steps.

Replace the pseudocode `{...}` thinking example with a concrete worked example showing actual tool calls and a real Confidence-and-Gaps output to lift actionability.

Tighten the Audience and Language and User Input Modalities sections to operational rules only, removing restated preferences and philosophical user-psychology elaboration.

DimensionReasoningScore

Conciseness

The ~153-line body restates the blocking/non-blocking distinction across Category Resolution, Missing Source Resolution, Source authority, and Workflow Steps, and repeats the ask_user_input preference already given in Context-Gathering Intake — mostly efficient domain-specific guidance but could be tightened; not level 1 because it avoids explaining generic concepts Claude already knows.

2 / 3

Actionability

Provides concrete output-format templates (Confidence and Gaps, Next Steps), named tools (ask_user_input, request_plugin_install), and numbered steps, but interleaves them with abstract policy ("Aim for a balance of completeness and speed") and a pseudocode thinking example rather than fully copy-paste-ready guidance throughout; level 3 would be consistently executable.

2 / 3

Workflow Clarity

Clear four-step sequence (Resolve Dependencies → Gather Context → First Output → Next Steps) with explicit validation gates ("Resolve missing [Blocking] categories before the first output") and a missing-source recovery feedback loop (search registry, recheck, offer install, fallback); not level 2 because checkpoints are explicit rather than implicit.

3 / 3

Progressive Disclosure

Well-organized sections with a single clearly-signaled one-level-deep reference ("Load `references/orientation-response.md` and return its user-facing content as written"), verified to exist as a real bundle file, with orientation content appropriately split out rather than inlined; level 2 would lack clear signaling or keep separable content inline.

3 / 3

Total

10

/

12

Passed

Description

100%

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, comprehensive description that enumerates concrete seller workflows and provides explicit trigger guidance for both explicit and implicit sales intent, with clear third-person/imperative voice consistent with the rubric's accepted 'Use when' examples.

DimensionReasoningScore

Specificity

Lists many concrete seller actions — "prospecting, lead qualification, account research, monitoring or prioritization, meeting prep, call follow-up, outreach research, deal strategy, pipeline or forecast review, CRM-backed context or data enrichment" — matching the anchor for multiple specific concrete actions; it is comprehensive rather than naming only some actions (level 2).

3 / 3

Completeness

Explicitly answers both what (the enumerated workflow list) and when ("Use this Sales index first for explicit Sales mentions..." and "For implicit use require clear seller, prospect, account, opportunity, pipeline, forecast, CRM, or customer-facing sales intent"), satisfying the explicit-trigger anchor; level 2 would lack an explicit when clause.

3 / 3

Trigger Term Quality

Uses natural seller vocabulary users would actually say — "prospecting", "meeting prep", "call follow-up", "deal strategy", "pipeline or forecast review", "CRM", "customer quotes or evidence", "rep coaching" — giving good coverage of common variations rather than only technical jargon (level 2).

3 / 3

Distinctiveness Conflict Risk

Scoped to a clear Sales niche with distinct seller/CRM/pipeline triggers and explicit "Sales index first" routing framing, making it unlikely to fire for unrelated skills; level 2 would still risk overlap with similar skills.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
XiaomiMiMo/MiMo-Code
Reviewed

Table of Contents

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