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fuzzy-ranking

Rank fuzzy matches with rankItem, filter with RankingInfo.passed, compare saved ranking metadata with compareItems, and configure rankings, thresholds, accessors, min/max bounds, or diacritics. Load for @tanstack/match-sorter-utils itself or fuzzy Table filterMeta wiring.

65

Quality

79%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./packages/match-sorter-utils/skills/fuzzy-ranking/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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.

The body is concise, executable, and well-structured, with strong guardrails in the Common Mistakes section. The only notable gap is the Table integration pattern, which leans on prose guidance rather than a complete runnable example.

DimensionReasoningScore

Conciseness

The body is lean with tight code blocks and terse, high-value Common Mistakes; a few explanatory sentences in the Table integration paragraph could be trimmed, keeping it just below the every-token-earns-its-place anchor of 5.

4 / 5

Actionability

Executable TypeScript examples and concrete Wrong/Correct pairs dominate, but the Table filterMeta integration is described in prose without a complete runnable example, a minor gap versus copy-paste-ready coverage.

4 / 5

Workflow Clarity

'Separate ranking, filtering, and sorting' gives a clear three-step sequence reinforced by the Common Mistakes guardrails; no explicit validate-then-retry loop is present, though the operation is not destructive or batch so the destructive cap does not apply.

4 / 5

Progressive Disclosure

Content is organized into well-signaled sections (Setup, Core Patterns, Common Mistakes, API Discovery) with one-level references to source files and related skills, with only minor organization gaps and no nested reference chains.

4 / 5

Total

16

/

20

Passed

Description

83%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.

The description is concrete, library-specific, and clearly distinct, with strong action coverage and a scoped trigger. Its main weakness is that the 'when' guidance is framed around loading conditions rather than natural user-intent triggers, leaving completeness just short of the top anchor.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Rank fuzzy matches with rankItem', 'filter with RankingInfo.passed', 'compare saved ranking metadata with compareItems', plus configuration of thresholds, accessors, min/max bounds, and diacritics — giving comprehensive coverage of the library's surface.

5 / 5

Completeness

A clear 'what' is paired with a 'when' via 'Load for @tanstack/match-sorter-utils itself or fuzzy Table filterMeta wiring', but the trigger guidance is load-oriented rather than user-intent phrased, so it does not reach the explicit 'Use when…' anchor of 5.

4 / 5

Trigger Term Quality

Natural terms like 'fuzzy matches', 'rank', 'filter', and '@tanstack/match-sorter-utils' are present, but synonym variants and extension-based triggers are incomplete, so it sits above the midpoint rather than at full coverage.

4 / 5

Distinctiveness Conflict Risk

Naming a specific package and a narrow Table filterMeta wiring pattern carves a clear niche with minimal overlap against other skills.

5 / 5

Total

18

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

14

/

16

Passed

Repository
TanStack/table
Reviewed

Table of Contents

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