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fraimz

create a fraimz, make fraimz, prove it works, frame proof, PR proof, validate experience, e2e evidence, fraimz.html. The full fraimz loop — frame the claim, drive the real app via CDP, validate/repair, output fraimz.html. Use whenever a task ends with "please create a fraimz" or any change needs end-to-end proof.

70

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

85%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable with concrete commands, a complete API reference, and a well-sequenced validate-and-repair workflow supported by hard-won pitfalls and clear external navigation. The only notable weakness is some narrative framing prose that could be trimmed for token efficiency.

DimensionReasoningScore

Conciseness

The body is mostly lean with concrete commands and helper signatures, but evocative narrative prose ('It is the thing a human looks at (and listens to) to understand, at a glance, that an experience works') and framing aphorisms could be tightened to save tokens.

2 / 3

Actionability

It provides fully executable, copy-paste-ready commands (e.g. 'IPOLLOWORK_ELECTRON_REMOTE_DEBUG_PORT=9826 pnpm dev', 'pnpm fraimz --flow <id> --cdp-url http://127.0.0.1:9826') and complete ctx.* helper signatures with arguments.

3 / 3

Workflow Clarity

'The loop' is a clear 6-step sequence with explicit validation and a repair feedback loop ('observe → act → observe → assert — and repair before verdict'; step 5 fixes and reruns until every claim passes), matching the anchor for explicit validation steps with error-recovery loops.

3 / 3

Progressive Disclosure

The body is well-organized into clear sections with a dedicated 'Source of truth' navigation list pointing one level deep to evals/README.md, evals/flows/, evals/voiceovers/, and related skills, keeping the overview inline and details external.

3 / 3

Total

11

/

12

Passed

Description

85%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is specific, complete, and distinct, with a clear what-and-when structure. Its main weakness is the keyword-stuffed lead and reliance on a coined term, which weakens the naturalness of its trigger terms.

Suggestions

Drop the repetitive 'create a fraimz, make fraimz' lead; lead with the concrete action loop instead to cut fluff.

Add plain-language trigger terms a user would actually say (e.g. 'show this works end-to-end', 'prove the change', 'demo the experience') alongside the coined 'fraimz' trigger.

Replace jargon like 'frame proof' with a clearer natural phrasing such as 'frame the claim and prove it'.

DimensionReasoningScore

Specificity

The second sentence lists multiple concrete actions — 'frame the claim, drive the real app via CDP, validate/repair, output fraimz.html' — matching the anchor that names several specific concrete actions, despite the repetitive 'create a fraimz, make fraimz' lead.

3 / 3

Completeness

It clearly answers both what ('The full fraimz loop — frame the claim, drive the real app via CDP, validate/repair, output fraimz.html') and when ('Use whenever a task ends with "please create a fraimz" or any change needs end-to-end proof').

3 / 3

Trigger Term Quality

It includes some natural terms ('prove it works', 'e2e evidence', 'PR proof', 'please create a fraimz') but leans heavily on the coined term 'fraimz' and jargon like 'frame proof' and 'fraimz.html', missing common natural variations a user would actually say.

2 / 3

Distinctiveness Conflict Risk

The coined term 'fraimz' and the specific CDP-driven proof workflow give it a clear niche with a distinct trigger ('please create a fraimz') unlikely to fire for other skills.

3 / 3

Total

11

/

12

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
Devin-AXIS/iPolloWork
Reviewed

Table of Contents

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