hyperframes-cli

Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play, present, beats, keyframes, single or batch render, publish, cloud, cloudrun, feedback, lambda, doctor, browser, info, upgrade, skills, compositions, docs, benchmark, telemetry, transcribe, auth, tts, and remove-background. Also use when diagnosing build or render failures. validate, inspect, and layout are deprecated aliases; use check. Covers local, HeyGen-hosted cloud, AWS Lambda, and Google Cloud Run rendering.

Quality

92%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

Quality

Content

92%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.

The body is a highly actionable, well-structured overview with explicit validation checkpoints and clean progressive disclosure to real reference files. The only weakness is moderate verbosity in a few explanatory paragraphs that could be trimmed.

Suggestions

Tighten the agent-conventions explanations of dropped/unindexed skews into a compact list or move the deep semantics into a reference file, keeping only the remedy in SKILL.md.

Condense the feedback reproduction-packet paragraph into a structured checklist so the privacy rules are scannable rather than prose.

Dimension	Reasoning	Score
Conciseness	Dense, command-oriented prose that avoids explaining concepts Claude already knows, though the agent-conventions block on dropped/unindexed semantics and the feedback-packet paragraph are long and could be tightened without losing clarity.	4 / 5
Actionability	It provides fully executable, copy-paste-ready commands throughout (bash snippets, jq exit gates, specific flags like --quality high --output out.mp4, --snapshots, --strict), covering the common cases concretely.	5 / 5
Workflow Clarity	The numbered development loop is explicitly sequenced with validation checkpoints (lint after first pass, check as final gate, test -s out.mp4 and ffprobe verification) and a feedback/approval gate before render, including feedback loops for batch and render operations.	5 / 5
Progressive Disclosure	SKILL.md is a clear overview that splits detail into one-level-deep, well-signaled reference files listed in an organized table; every referenced path resolves to a real bundle file.	5 / 5
	Total	19 / 20 Passed

Description

92%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, command-rich description that clearly states what the skill does and when to use it, with explicit trigger guidance and low conflict risk. It would benefit from a few more user-natural synonyms alongside the command names.

Dimension	Reasoning	Score
Specificity	The description enumerates many concrete commands and actions (init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, render, publish, cloud, cloudrun, lambda, doctor, transcribe, tts, remove-background) with comprehensive coverage of the CLI's surface.	5 / 5
Completeness	It explicitly answers 'what' (the full CLI development loop and its commands) and 'when' ('Also use when diagnosing build or render failures' plus the local/cloud/Lambda/Cloud Run coverage clause), both with concrete triggers.	5 / 5
Trigger Term Quality	Natural trigger phrases appear ('Use the HyperFrames CLI development loop', 'Use when diagnosing build or render failures'), but most terms are command names rather than the broader synonyms a user would naturally say, leaving a few natural variations missing.	4 / 5
Distinctiveness Conflict Risk	The HyperFrames CLI niche is sharply defined with distinct command triggers and explicit deprecated-alias handling, giving minimal overlap risk with other skills.	5 / 5
	Total	19 / 20 Passed

Validation

93%

Warnings & errors only

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

Criteria	Description	Result
referenced_paths_exist	Referenced path issues: 2 missing	Warning

	Total	15 / 16 Passed

Repository: heygen-com/hyperframes
Path: skills/hyperframes-cli/SKILL.md
Commit: a562946

Reviewed: about 11 hours ago

Table of Contents

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