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roboflow-plans-and-pricing

Use when answering questions about Roboflow plans, credit usage, or cost estimation; directs users to roboflow.com/pricing for current dollar amounts.

66

Quality

78%

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/plans-and-pricing/SKILL.md
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 clean, well-structured reference skill: dense factual tables plus a concrete cost-estimation workflow and exact pointers. It scores uniformly strong but stops just short of 5 due to a meta blockquote, a missing worked example, and inlined reference data.

Suggestions

Add a short worked cost-estimation example (e.g., '10k uploads + 1 GPU-hr training = X credits') so the math is copy-paste ready and actionability reaches 5.

Move the detailed credit-rate tables into a references file (e.g., references/credit-rates.md) and keep SKILL.md as the plans overview + workflow + pointers, improving progressive disclosure.

Trim or relocate the opening source-of-truth blockquote about plugin/MCP mechanics so the skill body opens directly with its purpose.

DimensionReasoningScore

Conciseness

The body is lean tables of factual rates with no concept over-explanation, but the opening agent-source-of-truth blockquote is meta overhead not directly about plans/pricing that could be trimmed.

4 / 5

Actionability

Concrete credit-rate tables, exact URLs, and a 3-step cost-estimation procedure with deployment decision criteria give mostly executable guidance; a worked end-to-end cost example would close the gap to 5.

4 / 5

Workflow Clarity

The Cost Estimation Guidance is a clearly sequenced 3-step workflow with concrete decision criteria; no validation checkpoints are needed for advisory estimation, but a quick confirm-the-user's-volume step would make it unambiguous enough for 5.

4 / 5

Progressive Disclosure

Well-organized into clear sections with headers and no nested references, but the dense credit-rate reference tables are inlined in SKILL.md where a separate references file could keep the overview lighter.

4 / 5

Total

16

/

20

Passed

Description

82%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 with an explicit Use-when trigger and a concrete fallback action (direct to pricing URL). Its main weakness is that the 'what' largely restates the trigger rather than listing several distinct capabilities.

DimensionReasoningScore

Specificity

Names the domain (Roboflow plans, credit usage, cost estimation) and a couple of concrete actions ('answering questions', 'directs users to roboflow.com/pricing'), but does not enumerate multiple distinct capabilities the way anchor 5 expects.

3 / 5

Completeness

Explicitly states both what it does (answer plan/credit/cost questions, direct users to the pricing URL) and when to use it via a concrete 'Use when answering questions about...' trigger phrase, matching the anchor-5 pattern.

5 / 5

Trigger Term Quality

Includes natural terms users would say ('plans', 'credit usage', 'cost estimation') tied to a named product, but misses common synonyms like 'pricing', 'billing', 'subscription', or 'how much'.

4 / 5

Distinctiveness Conflict Risk

Scoped to a specific product's plans/credits/cost with a named URL, giving it a clear niche with minimal overlap risk against other skills.

5 / 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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
roboflow/computer-vision-skills
Reviewed

Table of Contents

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