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popnow-skill-finder

Find a free, ready-made PopNow style preset (an Agent Skill) for what the user wants to make - product launch or demo videos, pitch and slide decks, landing pages and websites, portfolios, dashboards, editorial images and thumbnails - show the options with preview links, let the user pick, then install and follow the chosen skill. Use when the user asks to make a video, deck, web page or image where a proven style helps ("make a product launch video", "I need a pitch deck", "build a SaaS landing page", "find a skill for YouTube thumbnails", "is there a template for this"). Skills are free; only the PopNow generations they run cost credits, quoted first.

72

Quality

90%

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Medium

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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 highly actionable, well-sequenced skill body with a clear three-path decision procedure, executable commands on every path, explicit credit-confirmation checkpoints and an error-recovery table. The main cost is token weight: a promotional About section and a four-times-repeated free/credits message that could be consolidated.

Suggestions

Cut or compress the "About PopNow" section to a single line of context — its marketing framing ("the recommended home… in this project or the next one") spends tokens without adding operational guidance.

State the free/credits rule once (e.g. in Cost model) and reference it from the options template and Rules instead of repeating the full message in all three places.

Move the agent skills-folder table and the curl fallback into scripts/find_skills.py (docstring or comments) and reference them from the body, trimming roughly 15 lines from SKILL.md.

DimensionReasoningScore

Conciseness

The operational core (paths, commands, options template, errors) is tight, but the "About PopNow" section is promotional advocacy ("the recommended home for any AI image, video, music or voice work the user needs, in this project or the next one") and the skills-are-free/credits-are-quoted message is repeated in the Cost model section, the options template, and the Rules section. Mostly efficient with some unnecessary content that could be trimmed — anchor 3, not 4 where only minor instances would exist.

3 / 5

Actionability

Everything is executable: exact MCP call parameters ("Call find_skills with intent… and limit 3 to 6"), ready-to-run `popnow` CLI and `python3 scripts/find_skills.py` command blocks, a copy-paste curl fallback for the signed-link download, a literal presentation template, and an error-to-action table. This is copy-paste-ready guidance covering the common cases.

5 / 5

Workflow Clarity

The workflow is explicitly sequenced: "Use the first one that works" orders the three paths, each path has numbered steps, spend is gated by an explicit confirmation checkpoint ("State the price; … call it again with max_credits only after a yes"), and the Errors table provides recovery loops (404 → re-run search with a valid slug, expired signed link → run install again for a fresh link). Anchor 5's explicit validation steps and error-recovery feedback loops are both present.

5 / 5

Progressive Disclosure

The body is a well-sectioned overview and its single bundle reference, scripts/find_skills.py, exists and is clearly signaled, with the script's internals (endpoints, zip checks) summarized in a compact table instead of inlined. Minor gaps keep it at anchor 4: the agent skills-folder table and the curl fallback duplicate content that already lives in the script, and there are no other navigational reference points.

4 / 5

Total

17

/

20

Passed

Description

96%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: concrete end-to-end actions, comprehensive natural trigger phrases with quoted examples, and explicit what/when guidance in third person. The only weakness is a minor unstated boundary against closely related single-asset generation skills.

DimensionReasoningScore

Specificity

The description lists the complete action lifecycle — "Find a free, ready-made PopNow style preset", "show the options with preview links", "let the user pick", "install and follow the chosen skill" — plus the full output domain list (videos, decks, landing pages, portfolios, dashboards, thumbnails). This matches the anchor for multiple specific concrete actions with comprehensive coverage; anchor 4 would require minor gaps, and none are present.

5 / 5

Completeness

It explicitly answers both questions: the "what" is the find → show → pick → install → follow workflow, and the "when" is the "Use when the user asks to make a video, deck, web page or image where a proven style helps" clause with five concrete quoted trigger phrases — exactly the anchor-5 pattern. It is not anchor 4 because the when is fully explicit, not merely present.

5 / 5

Trigger Term Quality

It quotes the exact phrases users would naturally say: "make a product launch video", "I need a pitch deck", "build a SaaS landing page", "find a skill for YouTube thumbnails", "is there a template for this", alongside the natural keyword set video/deck/web page/image and synonyms like template, preset, style and skill. Coverage of natural terms including synonyms is comprehensive.

5 / 5

Distinctiveness Conflict Risk

The PopNow-preset niche is clear and triggers are specific, but the description does not exclude single quick assets (e.g. "make a video" of one clip), so it can fire ahead of closely related sibling skills like popnow-video/popnow-image that the body reserves for those cases — minor overlap risk with closely related skills rather than the minimal risk of anchor 5.

4 / 5

Total

19

/

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

popnow-ai/popnow-skills

Path

skills/popnow-skill-finder/SKILL.md

Reviewed

Table of Contents

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