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ecc-tools-cost-audit

Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or GitHub App cost spikes in the ECC Tools repo.

68

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

75%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.

A focused, well-structured audit workflow with concrete directives and a clear sequenced process including verification. Main gaps are some redundancy between the failure-patterns and workflow sections and the absence of named proving commands.

Suggestions

Consolidate 'High-Signal Failure Patterns' with Workflow §4 or cross-reference it to remove the restatement and tighten the body.

Name one or two concrete proving commands or test invocation patterns in the Verification section rather than only requiring them.

Add a brief example of the exact enqueue/usage-reservation code location pattern to lift actionability from directive to directly executable.

DimensionReasoningScore

Conciseness

The body is largely lean bullet-driven prose that assumes Claude's competence, but the 'High-Signal Failure Patterns' section noticeably restates Workflow §4, which could be trimmed.

4 / 5

Actionability

As an instruction-only audit workflow it names concrete surfaces and checks (webhook router, queue producer, dedupe, synchronize-event handling, quota vs. usage reservation) with mostly executable guidance, though no commands or code are given.

4 / 5

Workflow Clarity

A clearly numbered six-step workflow with an explicit Verification section and final-status checklist, but it instructs that 'proving commands are named' without itself naming any specific commands, leaving a minor validation gap.

4 / 5

Progressive Disclosure

Well-organized into clearly headed sections (Skill Stack, When To Use, Scope Guardrails, Workflow, Failure Patterns, Pitfalls, Verification) with no need for external references, though it exceeds the under-50-line simple-skill case that would merit a 5.

4 / 5

Total

16

/

20

Passed

Description

92%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 tight, well-targeted description that answers what and when with concrete, natural trigger language and a clear niche. Only minor gap is synonym/variation coverage in trigger terms.

DimensionReasoningScore

Specificity

The description names the niche ('ECC Tools burn and billing audit workflow') and lists multiple concrete audit actions — runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, cost spikes — giving comprehensive coverage of its domain.

5 / 5

Completeness

It explicitly states both what the skill does ('Evidence-first ECC Tools burn and billing audit workflow') and when to use it ('Use when investigating...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

It uses natural phrases a user would say ('runaway PR creation', 'GitHub App cost spikes', 'premium-model leakage'), but offers limited synonyms or variations beyond the single enumerated set, leaving a few natural terms missing.

4 / 5

Distinctiveness Conflict Risk

The ECC Tools GitHub App cost-audit niche is sharply scoped with distinct triggers, making conflict with other skills minimal.

5 / 5

Total

19

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

relative_links

Relative link issues: 1 suspicious

Warning

Total

14

/

16

Passed

Repository
affaan-m/ECC
Reviewed

Table of Contents

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