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reliable-mutations

How the agent must perform writes so they actually persist under the hosted foreground run budget and long-running background handoffs. Use whenever you create, update, delete, or batch-write app data — especially "do this for many items" loops, or any task where the user expects N things to end up saved.

69

Quality

87%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

86%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: tight, concrete, and centered on verification for batch writes, with explicit failure-reporting semantics. The only real gap is an explicit recovery loop for when post-write verification fails.

DimensionReasoningScore

Conciseness

The body is lean with no padding about concepts Claude already knows, and the run-budget context in 'Why' is genuinely non-obvious. A few clauses re-explain the obvious ("One atomic call commits or fails as a unit") and the Why partially restates the Rule, so it is not quite anchor 5.

4 / 5

Actionability

Instruction-only but fully actionable: concrete directives ("pass the full batch in one call", "Re-read the data (a list/read action, a count query)") and copy-ready example reports like "saved 12 of 12 panels (ids ...)" and "updated 5 rows" cover the common cases. Per the rubric's code-vs-instruction note, the absence of code is not penalized.

5 / 5

Workflow Clarity

The five numbered steps are clearly sequenced with an explicit verification checkpoint (step 3) and an explicit failure path (step 5: report M of N, never round up). It falls short of anchor 5 because there is no fix/retry loop for the case where verification shows a mismatch — the recovery path for a failed check is implicit.

4 / 5

Progressive Disclosure

A short, self-contained skill with clean sections (Rule, Why, How, Don't, Related) and no bundle files to disclose. The Related section points one level deep to named sibling skills and a single design-doc path, so navigation is easy and nothing that belongs in a separate file is inlined.

5 / 5

Total

18

/

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: it states a precise behavioral contract, gives an explicit 'Use whenever...' trigger with quoted natural user phrasing, and carves out a distinct niche. Minor headroom remains in synonym coverage for the 'when' clause.

DimensionReasoningScore

Specificity

The description lists several concrete write actions — "create, update, delete, or batch-write app data" — grounded in a specific behavior (writes persisting under run budgets). It stops short of anchor 5 because it does not comprehensively enumerate the skill's capabilities (atomic batching, verification, proof-of-done reporting appear only in the body).

4 / 5

Completeness

It explicitly answers both what ("perform writes so they actually persist under the hosted foreground run budget and long-running background handoffs") and when ("Use whenever you create, update, delete, or batch-write app data — especially...") with concrete trigger phrases, matching the anchor 5 example structure.

5 / 5

Trigger Term Quality

Natural user phrasing is present and even quoted verbatim — "do this for many items" loops, "the user expects N things to end up saved" — alongside create/update/delete/batch-write. A few common synonyms are missing (e.g., "save", "add many", "bulk import"), keeping it below the comprehensive anchor 5.

4 / 5

Distinctiveness Conflict Risk

A clear niche (write durability under run budgets) with distinct triggers like batch-write loops, though it shares territory with the related `storing-data`/`actions` skills the body itself references — minor overlap risk, not the minimal-conflict profile of anchor 5.

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.

Repository
BuilderIO/agent-native
Reviewed

Table of Contents

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