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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.

76

Quality

95%

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SKILL.md
Quality
Evals
Security

Quality

Content

100%

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, executable reference: complete setup code, concrete option defaults, and precise scope-mapping formulas with no padding. It is well-organized for a short, single-purpose skill with no bundle files.

DimensionReasoningScore

Conciseness

The ~35-line body is lean and API-specific (options, scope formulas, recall behavior) with no generic concept padding, assuming Claude's competence; it does not earn a 2 because there is no unnecessary explanation to tighten.

3 / 3

Actionability

A complete executable setup block (imports, honcho() call, memoryMiddleware) plus concrete option defaults and scope-field formulas make the guidance copy-paste ready, matching the 'Fully executable code/commands' anchor.

3 / 3

Workflow Clarity

This is a single-purpose adapter-setup skill where the action is unambiguous and sequenced (setup -> options -> scope -> recall behavior); per the simple-skills note, workflow clarity scores 3 with no destructive or batch operations requiring validation.

3 / 3

Progressive Disclosure

Under 50 lines with no external references needed and no bundle files present, the body is well-organized into Setup, Options, and scope sections, satisfying the simple-skills exception for progressive disclosure.

3 / 3

Total

12

/

12

Passed

Description

90%

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 concise and has an explicit 'Use when...' trigger tied to a specific, distinctive API symbol. Its only weakness is specificity, which lists a single action rather than multiple concrete capabilities.

DimensionReasoningScore

Specificity

Quotes "wiring honcho()" and "recall is a dialectic answer over the user's representation" name the domain and a concrete action, but only a single action is described rather than multiple concrete capabilities, matching the 'Names domain and some actions, but not comprehensive' anchor.

2 / 3

Completeness

It states what the skill does ("hosted memory adapter where recall is a dialectic answer...") and gives an explicit "Use when wiring honcho()..." trigger, clearly answering both what and when.

3 / 3

Trigger Term Quality

"Use when wiring honcho() from @tanstack/ai-memory/honcho" provides the exact natural symbol and package path a user integrating this adapter would say, giving good coverage of the relevant trigger terms for this niche.

3 / 3

Distinctiveness Conflict Risk

The "honcho() from @tanstack/ai-memory/honcho" trigger is a narrow, specific niche with a distinct symbol unlikely to conflict with other skills.

3 / 3

Total

11

/

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
TanStack/ai
Reviewed

Table of Contents

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