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adding-a-feature

The four-area checklist every new feature must complete. Use when adding any feature, integration, or capability to ensure the agent and UI stay in parity.

66

Quality

83%

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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 strong, highly actionable checklist skill: an ordered four-area workflow, concrete framework APIs throughout, worked examples, an anti-patterns catalog, and an explicit verification checklist. Its only real costs are a few overlong inline passages that duplicate territory owned by the referenced skills, which slightly dent both conciseness and progressive disclosure.

DimensionReasoningScore

Conciseness

The body is dense with project-specific contract knowledge (action framework, sync counters, share tables, role guards) that Claude could not know, with no filler or explanations of generic concepts. A few multi-clause paragraphs (the credential/preflight block and the provider-api block in area 2) run long and could be trimmed or pushed to the referenced skills, so it is efficient with minor instances of over-explanation.

4 / 5

Actionability

Guidance is fully concrete: exact APIs and options (useActionQuery, defineAction, http: { method: "GET" }, ownableColumns(), createSharesTable(...), defineAppRoles({ appId, roles, defaultRole }), pnpm action view-screen), one executable TSX snippet for the change-versions pattern, and three worked example tables (compose email, create form, chart type) covering common cases. This matches the copy-paste-ready, common-cases-covered level-5 anchor.

5 / 5

Workflow Clarity

The workflow is an explicitly ordered four-area sequence ('work through these four areas in order'), closed by a numbered 6-item Verification checklist that functions as explicit checkpoints, and reinforced by an Anti-Patterns section naming each failure mode and its consequence. This matches the level-5 anchor (clear sequence, explicit validation steps, checklist for a complex process).

5 / 5

Progressive Disclosure

No bundle files exist, and the body is well-sectioned with clearly signaled, one-level-deep pointers to dedicated skills (real-time-sync, sharing, authentication, external-agents, performance, internationalization) for deep topics. However, some detail-heavy material — the two query paths with poll backoff intervals (1, 2, then 5 minutes) and the credential preflight steps — is inlined rather than left in the referenced skills, leaving minor organization gaps at the level-4 anchor.

4 / 5

Total

18

/

20

Passed

Description

75%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 has a clear what-and-when structure with a natural 'Use when adding any feature, integration, or capability' trigger, and it stays concise and jargon-light. Its weaknesses are that the four areas it refers to are never named, and the very broad trigger scope means it will co-fire with the specialized skills it links to.

Suggestions

Name the four areas in the description (e.g., 'UI component, action, agent instructions/skill, and app-state sync') so the 'what' is concrete rather than an unenumerated reference to 'the four-area checklist'.

Sharpen the trigger to reduce overlap with related skills, e.g., 'Use when adding a new feature, capability, or integration to an app' rather than the fully generic 'any feature, integration, or capability'.

Consider mentioning that the checklist keeps the UI and agent in parity by requiring each capability to be reachable from both — this makes the checklist's purpose concrete in the description itself.

DimensionReasoningScore

Specificity

The description names the domain ('every new feature') and one concrete artifact ('the four-area checklist') plus its outcome ('agent and UI stay in parity'), but it never enumerates the four areas themselves (UI, Action, Skills/AGENTS, App-state sync), so coverage is not comprehensive. It names domain and 1-2 concrete actions without listing several specific ones, matching the level-3 anchor rather than level 4.

3 / 5

Completeness

It clearly answers both parts: 'what' is the four-area checklist every new feature must complete to keep agent and UI in parity, and 'when' is the explicit trigger clause 'Use when adding any feature, integration, or capability'. Both are explicit with concrete trigger phrases, matching the level-5 anchor.

5 / 5

Trigger Term Quality

'Use when adding any feature, integration, or capability' supplies natural phrases users would actually say ('adding a feature', 'new integration', 'capability'), giving good keyword coverage. A few natural variants (e.g., 'build', 'implement', 'new screen/page') are missing, keeping it below the comprehensive level-5 anchor.

4 / 5

Distinctiveness Conflict Risk

'Adding any feature, integration, or capability' is deliberately broad and overlaps with the closely related skills the body delegates to (sharing, authentication, real-time-sync, external-agents), so it would co-trigger in those scenarios. It is somewhat specific with its agent/UI-parity framing but still carries overlap risk, matching the level-3 anchor.

3 / 5

Total

15

/

20

Passed

Validation

81%

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

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

Total

13

/

16

Passed

Repository
BuilderIO/agent-native
Reviewed

Table of Contents

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