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accounting-software-selection

Scores shortlisted accounting packages against 57 evidence-backed fields, emitted as CSV, SQL, JSON Schema or Notion on request. Use for choosing accounting software.

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

81%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 well-structured, highly actionable skill body with a clearly sequenced workflow, explicit validation gates and a checklist before decisions are recorded, plus a properly organized one-level-deep reference bundle. Its main weakness is token efficiency: guardrails are repeated across five-plus sections and the Reusable Prompt duplicates the whole skill.

Suggestions

State each guardrail once in a single canonical section (or the relevant step) and cross-reference it from Best Practices, Security Notes and Limitations instead of re-phrasing it in each place.

Drop or drastically trim the 'Reusable Prompt' section - it restates the entire skill in different words and adds ~15 lines of duplicated content.

Move the 35-category enumeration and the full standard demo-test list into a reference file (e.g. select-options.md or a new evaluation-framework.md), keeping only the scoring rules and examples inline.

DimensionReasoningScore

Conciseness

The prose is dense with non-obvious domain rules (Untested vs '1 Missing', NPR-default currency, TCO recurrence conditions) rather than generic filler, but the same guardrails ('never invent / Unknown is not zero', 'this skill never selects') are restated in the Overview, Step 2, Step 4, Best Practices, Security Notes and Limitations, and the ~15-line 'Reusable Prompt' section re-paraphrases the entire skill. This fits 'mostly efficient but could be tightened'; it is above 2 because nothing explains concepts Claude already knows.

3 / 5

Actionability

Guidance is copy-paste ready for an instruction-only skill: exact opening and re-ask question templates, a YAML internal-state shape, a fully defined 1-5 scoring scale with labels, explicit formulas ('First-Year Cost = Licence Cost + Implementation Cost + Customization Cost + Training Cost, plus any other first-year line'), a worked example dialogue, and named-field controls before a decision is recorded. Specific examples cover the common cases.

5 / 5

Workflow Clarity

Five clearly sequenced steps with explicit stop conditions ('Stop as soon as the remaining answers would not change the shortlist'), feedback loops (a non-choice answer is re-asked explicitly), a visible 'unverified' gate before any recommendation, and the 'Controls before a decision is recorded' checklist (e.g. "'Selection Decision' may not read 'Selected' while 'Deal-breaker' is 'Yes'"). This matches the anchor with explicit validation steps, feedback loops and a checklist.

5 / 5

Progressive Disclosure

Four real references (build-artifacts, field-reference, select-options, common-pitfalls) are one level deep, all clearly signaled from the body with clear purpose statements, and none nest further references. It is not 5 because substantial bulk - the 35-category enumeration, the full demo-test script and the cost arithmetic - is inlined in SKILL.md rather than split out, so placement is good rather than ideal.

4 / 5

Total

17

/

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.

A strong description with a concrete, well-quantified 'what' and an explicit 'Use for...' clause. Its main weaknesses are a narrow trigger phrase that omits natural synonyms like 'ERP', 'compare' and 'vendor demo evaluation', and minor overlap risk with the related accounting-skill family.

Suggestions

Broaden the when-clause to cover the body's other listed triggers, e.g. 'Use for choosing, comparing or evaluating accounting or ERP software, running vendor demo evaluation sheets, or comparing three-year software costs.'

Add the natural synonyms users would actually say - 'ERP', 'compare', 'evaluate', 'vendor', 'quotation' - to the trigger terms, mirroring the keywords already listed in the 'When to Use This Skill' section.

DimensionReasoningScore

Specificity

"Scores shortlisted accounting packages against 57 evidence-backed fields, emitted as CSV, SQL, JSON Schema or Notion on request" lists several concrete actions with named output formats, matching 'several specific actions; minor gaps in coverage'. It is not 5 because core capabilities (requirement ranking, deal-breaker flagging, the evaluation framework) are absent from the description.

4 / 5

Completeness

It has both a clear 'what' (scores shortlisted packages on 57 evidence-backed fields, emitted in four formats) and an explicit when-clause ("Use for choosing accounting software"). It is not 5 because the when-clause is narrow: other triggers the body lists (vendor demo evaluation sheet, quotation tracker, three-year cost comparison) would not surface this description.

4 / 5

Trigger Term Quality

Natural phrases like "accounting packages" and "choosing accounting software" are present, but common terms the body itself uses heavily - "ERP", "compare", "evaluate", "vendor", "quotation" - are missing, matching 'good keyword coverage; a few natural terms missing' rather than 5's comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

"Choosing accounting software" is a clear niche unlikely to trigger for bookkeeping or tax-filing skills, but the skill sits in a family of closely related SME accounting skills (seven listed in the body, including a router) and mentions generic formats (CSV, SQL, JSON Schema, Notion) that sibling skills also emit - 'mostly distinct; minor overlap risk with closely related skills'.

4 / 5

Total

16

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository

sickn33/agentic-awesome-skills

Path

plugins/agentic-awesome-skills-claude/skills/accounting-software-selection/SKILL.md

Reviewed

Table of Contents

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