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fp-pipe-ref

Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts.

72

Quality

89%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is fp-pipe-ref in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

100%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 a tight, fully executable quick reference with no padding, well-organized sections, and complete code examples covering the common fp-ts pipe/flow cases. It is an exemplar of concise, actionable skill content.

DimensionReasoningScore

Conciseness

Lean and efficient with short headers and executable code; it assumes Claude's competence and adds no padding or explanation of basic fp-ts concepts, matching the anchor 5 example.

5 / 5

Actionability

Every snippet is copy-paste ready TypeScript with imports, concrete inputs, and shown outputs, covering pipe, flow, Option, Array, and reusable patterns across the common cases.

5 / 5

Workflow Clarity

As a simple single-purpose read-only reference with no destructive or batch operations, the simple-skill exception applies; the single action is unambiguous and a 'When to Use' table clarifies the pipe-vs-flow decision.

5 / 5

Progressive Disclosure

Under 50 lines with no need for external references and well-organized section headers, meeting the rubric's exception that such skills can score 5 on progressive disclosure from structure alone.

5 / 5

Total

20

/

20

Passed

Description

78%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 clearly identifies its niche (fp-ts pipe/flow) and supplies an explicit 'Use when' clause with natural trigger phrases. It is concise and distinct, with only minor gaps in action specificity and the brevity of the 'what' statement.

DimensionReasoningScore

Specificity

Names the domain (pipe and flow in fp-ts) and lists several concrete operations ('chain functions, compose operations, build data pipelines') with only minor coverage gaps, sitting between anchors 3 and 4 but closer to 4.

4 / 5

Completeness

Provides both a clear 'what' ('Quick reference for pipe and flow') and an explicit 'when' ('Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts'), but the 'what' is thin so it does not reach the fully comprehensive anchor 5.

4 / 5

Trigger Term Quality

Includes natural user-facing phrases like 'chain functions' and 'compose operations' alongside 'pipe', 'flow', and 'fp-ts', giving good keyword coverage though a few synonyms are missing.

4 / 5

Distinctiveness Conflict Risk

Scoped tightly to fp-ts pipe and flow with distinct, library-specific triggers, giving it a clear niche with minimal conflict risk against other skills.

5 / 5

Total

17

/

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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