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game-changing-features

Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.

85

1.48x
Quality

84%

Does it follow best practices?

Impact

89%

1.48x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

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.

This is a strong instruction-only skill: concrete question banks, evaluation criteria, scoring labels, and a complete output template make it immediately actionable, and the five-step workflow is well sequenced. The main costs are motivational filler in 'The Point' and duplicated priority-template content that inflate token usage without adding guidance value.

Suggestions

Trim 'The Point' to one or two lines and remove the duplicated Recommended Priority block (keep it only in the Output Format section).

Move the idea-categories table and 'Prompts to Unstick Thinking' into a references file to shorten the always-loaded body.

Add a brief checkpoint after Step 1 (e.g. confirm the core action and top complaints with the user before generating ideas) to close the feedback-loop gap.

DimensionReasoningScore

Conciseness

Mostly efficient heuristic content, but 'The Point' explains product philosophy Claude already knows ("Most product work is incremental... That's necessary but not sufficient", "Not 10% better. Not 'nice to have.'"), and the Recommended Priority template appears twice (Step 5 and Output Format).

3 / 5

Actionability

Concrete, copy-paste-ready guidance throughout: a six-criteria evaluation table, a four-level scoring scale (🔥/👍/🤔/❌), a full output-format template, and sharp rules like "'better UX' is not an idea. 'One-click rescheduling from notification' is." The absence of code is explicitly justified as pure strategy.

5 / 5

Workflow Clarity

A clear five-step sequence (understand value → find opportunities → evaluate → identify leverage → prioritize) with the scoring step acting as an evaluation checkpoint. No destructive or batch operations, so the validation cap does not apply, but there is no explicit feedback loop around the Step 1 research.

4 / 5

Progressive Disclosure

A single self-contained file with well-organized, clearly navigable sections and no buried or nested references. Minor gap: the idea-categories table and the unstick-thinking prompts could live in reference files to slim the main body.

4 / 5

Total

16

/

20

Passed

Description

86%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 well-constructed description: it states what the skill does in third person, provides an explicit 'Use when' clause, and includes unusually natural trigger phrases. Its main weakness is that the 'what' undersells the full workflow (evaluation, scoring, prioritization) the skill delivers.

Suggestions

Mention the evaluation and prioritization outputs in the 'what' clause, e.g. 'Find, evaluate, and stack-rank 10x product opportunities and high-leverage improvements'.

Consider adding a synonym for users who think in terms of 'roadmap' or 'feature prioritization' to broaden natural triggers without losing the 10x niche.

DimensionReasoningScore

Specificity

"Find 10x product opportunities and high-leverage improvements" names the domain and two concrete actions, but omits the evaluation, scoring, and prioritization the skill actually performs, matching the '1-2 concrete actions, not comprehensive' anchor.

3 / 5

Completeness

A clear third-person 'what' ("Find 10x product opportunities and high-leverage improvements") is followed by an explicit 'Use when' clause with concrete trigger phrases, fully answering both what and when.

5 / 5

Trigger Term Quality

Triggers include the distinctive keyword '10x' plus natural verbatim user phrases like 'what would make this 10x better', 'product strategy', and 'what should we build next' — comprehensive coverage of natural terms.

5 / 5

Distinctiveness Conflict Risk

The '10x' framing carves a mostly distinct niche, but the trigger 'what should we build next' is broad enough to occasionally overlap with general roadmap or planning skills.

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

softaworks/agent-toolkit

Path

skills/game-changing-features/SKILL.md

Reviewed

Table of Contents

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