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data-client-manager

Implement @data-client Managers for global/background side effects - websocket, SSE, polling, real-time updates, subscriptions, logging, analytics, metrics/timing, error reporting (Sentry), toast notifications, refetch on window focus or network reconnect, cross-tab sync (BroadcastChannel), offline persistence (localStorage/IndexedDB), auth logout on 401, middleware, intercepting Controller actions, DataProvider managers prop, redux-style action handling. Use when adding cross-cutting store behavior, reacting to dispatched actions, or handling external event streams.

80

Quality

100%

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SecuritybySnyk

Passed

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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 well-organized, token-efficient reference that combines executable code with a high-signal use-case table and one-level-deep real references. It assumes Claude's competence and offers clear navigation without tutorial padding.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it skips tutorial fluff and leads with a use-case table and executable code; not level 2 because the single analogy line ('Kind of like useEffect() for the central data store') is high-signal context rather than unnecessary padding.

3 / 3

Actionability

Provides fully executable TS/TSX examples (TimeManager, LoggingManager, CustomSubsManager, DataProvider wiring) plus concrete API method lists (ctrl.fetch, ctrl.expireAll, ctrl.set) and a scenario-to-technique table; not level 2 because the code is copy-paste ready rather than pseudocode.

3 / 3

Workflow Clarity

As a capability/reference skill it cleanly sequences scenarios via the use-case table mapping each task to its technique and reference file; per scoring_notes a clear, well-organized reference skill scores 3, and there are no destructive/batch ops that would require validation checkpoints.

3 / 3

Progressive Disclosure

SKILL.md is a clear overview with a References section listing one-level-deep, real files (Manager, Actions, Controller, LogoutManager, getDefaultManagers, managers — verified present) and a use-case table signaling which reference to consult per scenario; not level 2 because references are clearly signaled and appropriately split.

3 / 3

Total

12

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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.

The description is comprehensive and well-structured, naming concrete capabilities, natural trigger terms, an explicit 'Use when' clause, and a distinctive library-anchored niche. It answers both what and when clearly with no padding.

DimensionReasoningScore

Specificity

Enumerates many concrete capabilities ('websocket, SSE, polling, real-time updates, subscriptions, logging, analytics, metrics/timing, error reporting (Sentry), toast notifications') in third person, matching the 'lists multiple specific concrete actions' anchor; not level 2 because coverage is comprehensive rather than partial.

3 / 3

Completeness

Explicitly states both what it does ('Implement @data-client Managers for global/background side effects') and when to use it ('Use when adding cross-cutting store behavior, reacting to dispatched actions, or handling external event streams.'); not level 2 because the 'Use when' trigger is explicit rather than implied.

3 / 3

Trigger Term Quality

Includes natural terms users would say — 'websocket', 'polling', 'real-time updates', 'toast notifications', 'refetch on window focus', 'cross-tab sync', 'offline persistence', 'auth logout on 401' — giving good coverage; not level 2 because common variations are present, not just one or two keywords.

3 / 3

Distinctiveness Conflict Risk

Anchored to the specific '@data-client' library with distinctive triggers like 'BroadcastChannel', 'redux-style action handling', and 'DataProvider managers prop', giving a clear niche unlikely to fire for the wrong skill; not level 2 because the specialization sharply limits overlap.

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
reactive/data-client
Reviewed

Table of Contents

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