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tanstack-ai-memory-honcho

Use when wiring honcho() from @tanstack/ai-memory/honcho — a hosted memory adapter where recall is a dialectic answer over the user's representation (no discrete fragments). Requires the optional @honcho-ai/sdk peer.

72

Quality

87%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

92%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 concise, well-structured body that gives executable setup code and complete option documentation for a narrow wiring task. The only minor gap is the absence of explicit recall/save call examples, which keeps actionability just below full marks.

DimensionReasoningScore

Conciseness

Lean and efficient; it conveys only non-obvious domain specifics (Honcho's peer/session model, dialectic recall) and assumes Claude's competence without padding.

5 / 5

Actionability

Provides copy-paste-ready setup code and fully documented options with defaults, but does not include explicit recall/save call examples beyond describing their behavior.

4 / 5

Workflow Clarity

A simple single-purpose wiring skill whose single action (import, instantiate honcho(), pass to memoryMiddleware) is unambiguous in the code block; no destructive or batch operations require validation checkpoints.

5 / 5

Progressive Disclosure

Under 50 lines with no need for external references, organized into clear Setup and Options sections; per the simple-skill exception this warrants a top score.

5 / 5

Total

19

/

20

Passed

Description

82%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.

A strong, specific description that clearly identifies its narrow niche and gives an explicit 'Use when' trigger with both what and when. The only mild gap is action enumeration breadth, which keeps specificity at the midpoint.

DimensionReasoningScore

Specificity

Names the domain (honcho() hosted memory adapter) and one concrete action (wiring honcho()) plus the recall behavior, but does not enumerate multiple distinct concrete actions for comprehensive coverage.

3 / 5

Completeness

Explicitly states both what it is ('a hosted memory adapter where recall is a dialectic answer over the user's representation') and when to use it ('Use when wiring honcho() from @tanstack/ai-memory/honcho') with a concrete trigger phrase.

5 / 5

Trigger Term Quality

Good niche keyword coverage ('wiring honcho()', '@tanstack/ai-memory/honcho', 'hosted memory adapter', 'recall', 'dialectic'), though a few more natural synonyms are absent.

4 / 5

Distinctiveness Conflict Risk

Targets a clear, narrow niche (the Honcho adapter for @tanstack/ai-memory) with package-specific triggers, giving minimal conflict risk with other skills.

5 / 5

Total

17

/

20

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
TanStack/ai
Reviewed

Table of Contents

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