BD ai-video-studio
FableForge 通用视频生成流水线 SOP。支持两种生产模式（图片流、视频 B-roll 流）和三种体裁（叙事寓言、商业分析、产品宣发）。包含从概念生成、剧本创作、TTS 配音、素材采集、到 HyperFrames 视频渲染的完整工业化 SOP，以及视觉风格指南与技术陷阱手册。v1.2.0 新增 VAD 物理声学平铺匹配、语速自动健康度审计（防脱节门禁）、大分镜 GSAP 变量解耦与生命周期显隐控制。
As a process D 41/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
ProcedureMedia and videoInfrastructuretype and topics are labelled automatically from the skill text
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 15. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 41/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 40Consistency. Frontmatter name (ai-video-studio) differs from the folder (fableforge)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 56 steps
- 100Execution cost. Instruction body is 2025 tokens
- 100Running it twice. No mutating operations
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- -214 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 205: enough signal without eating the budget
- +4Structure: 25 headings
- +3Step-by-step instructions: 56 items
- +4Has examples (3 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.
External checks
ClawHub: suspicious
This is a legitimate video-production workflow, but it needs Review because it can install tools, use a personal voice clone, and commit or push project files without enough consent gates.
LLM: suspicious (high) · 28 May 2026