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ws-01a163a1584877afbb3893e6c7dafc5e/applift-specs

Architectural guidance for coding agents adding private customer access, connections, background work, subscriptions or service credits to existing apps. Specs only; reuse the host and chosen providers.

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Overview
Quality
Evals
Security
Files

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.

An exemplary instruction-only skill body: a tightly sequenced five-step workflow with explicit validation and feedback loops, a concrete worked mapping example, and a lean overview that delegates all contract detail to well-labeled one-level-deep references. The only relative weakness is that much of the core guidance is abstract policy language, which slightly limits copy-paste actionability.

DimensionReasoningScore

Conciseness

The ~38-line body is dense with skill-specific policy and contains no padding or explanation of concepts Claude already knows; every sentence ('Preserve existing entities, IDs, native guards and provider-managed state/defaults') carries non-obvious guidance. It assumes Claude's competence and matches 'lean and efficient; every token earns its place'.

5 / 5

Actionability

The five-step workflow gives concrete instructions ('trace the affected entities, IDs, auth, credentials, queries and workers') and the worked example uses real specifics ('GET/PATCH /projects/:projectId/notes/:noteId', 'requireOwnedProject(actor, projectId)'). However much of the body is policy-level principle ('no owner column at every step, team/role engine or mirrored billing ledger by default') rather than executable instruction, fitting 'mostly executable guidance with minor gaps' rather than fully copy-paste ready.

4 / 5

Workflow Clarity

Inspect, Map, Resolve, Record and act, Verify and report form a clear sequence with an explicit feedback loop ('If a check fails, correct the bounded mapping/implementation and rerun affected checks') and validation checkpoints ('Mark these checks proposed until run', 'Report actual results or mark checks unrun'). Delayed-work authority rechecks are also explicit, matching the anchor for clear sequence with explicit validation and error-recovery loops.

5 / 5

Progressive Disclosure

The body is a concise overview pointing to 13 real one-level-deep reference files, each bullet clearly signaling its topic and usage condition ('Email unsubscribe ... only when affected') with apt deep links (e.g. background-work.md#persist-first-then-enrich-the-entity). All referenced files exist in the bundle and cross-links between them are lateral, not nested chains, matching 'clear overview with well-signaled one-level-deep references'.

5 / 5

Total

19

/

20

Passed

Description

83%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 description with an explicit 'Use when' clause containing concrete, natural trigger terms, a clear statement of what the skill delivers, and a useful skip boundary. Minor overlap risk with generic auth/billing skills and a few missing synonyms keep trigger quality and distinctiveness at 4.

DimensionReasoningScore

Specificity

The description names the domain ('Map private customer access onto an existing personal app') and several concrete deliverables ('a short host-specific plan, implementation guidance and checks') plus a scope exclusion ('Skip new-app scaffolding and SDK mechanics'). It falls between anchor 3 (only 1-2 actions) and anchor 5 (comprehensive action coverage), fitting 'several specific actions; minor gaps'.

4 / 5

Completeness

It explicitly answers both questions: 'what' (map private customer access onto an existing personal app with a plan, guidance and checks) and 'when' ('Use when login/authentication, ... need connecting to existing entities and workflows') with concrete trigger phrases. This matches the anchor-5 example structure exactly.

5 / 5

Trigger Term Quality

The when-clause lists natural terms users would say: 'login/authentication, multi-tenant isolation, customer-owned connections, background imports, subscription billing, service credits or admin screens'. Coverage is good but misses common synonyms and product names (SSO/OAuth, teams/workspaces, Stripe), so it fits 'good keyword coverage; a few natural terms missing' rather than comprehensive.

4 / 5

Distinctiveness Conflict Risk

The niche is clear (retrofitting customer access onto an existing personal app, not new-app scaffolding), and triggers like 'multi-tenant isolation' and 'service credits' are distinctive. However 'login/authentication' and 'admin screens' are broad terms that overlap generic auth/admin skills, so it fits 'mostly distinct; minor overlap risk' rather than minimal conflict risk.

4 / 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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Reviewed

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