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openwork-models

Manage OpenWork inference model aliases, openwork model overlays, discounts, validation, and automated base model refreshes from models.dev. Use when adding, removing, discounting, auditing, or updating OpenWork models, including requests like "update the models" that should trigger the GitHub update-models workflow and report when its PR merges.

80

Quality

100%

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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.

A tight, executable skill body: every section gives concrete commands, the workflows are sequenced with a validation checkpoint, and detail is delegated to bundled scripts that all exist. No verbosity or conceptual over-explanation.

DimensionReasoningScore

Conciseness

Lean and efficient: concrete paths, commands, and a useful 'do not inspect the full base.json in chat' note, with no padding or explanation of concepts Claude already knows.

3 / 3

Actionability

Fully executable, copy-paste-ready script invocations for search/add/remove/discount/sync/validate and the workflow trigger, with concrete flags and argument examples.

3 / 3

Workflow Clarity

Numbered Add/Remove/Discount workflows are clearly sequenced, and a Validation section requires running 'validate' and 'build-models.mjs' before finishing — an explicit checkpoint covering the destructive/batch operations.

3 / 3

Progressive Disclosure

Well-organized into short sections that reference the three real bundle scripts (extract-source-models.mjs, openwork-models.mjs, trigger-update-workflow.mjs) one level deep, keeping detail out of the overview.

3 / 3

Total

12

/

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, third-person description that names concrete actions, supplies explicit trigger guidance with natural user phrasing, and is tightly scoped to OpenWork model management. No vague fluff or over-claims.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Manage OpenWork inference model aliases, openwork model overlays, discounts, validation, and automated base model refreshes' — naming exact capabilities rather than vague language.

3 / 3

Completeness

Explicitly answers both what (manage aliases, overlays, discounts, validation, refreshes) and when via a clear 'Use when adding, removing, discounting, auditing, or updating...' trigger clause.

3 / 3

Trigger Term Quality

Covers natural terms users would say, including the literal phrasing 'requests like "update the models"' plus adding/removing/discounting/auditing/updating OpenWork models.

3 / 3

Distinctiveness Conflict Risk

Occupies a clear niche (OpenWork inference models) with distinct, domain-specific triggers unlikely to collide with other 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
different-ai/openwork
Reviewed

Table of Contents

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