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BF hidream-aigc-skills

OpenClaw AIGC models (video + image) client. **REQUIRES CREDENTIALS**: You must set `HIDREAM_AUTHORIZATION` environment variable or use `scripts/configure.py` to save a token. **FILE ACCESS**: Reads local image/video files provided as arguments for base64 encoding. **NETWORK**: Sends requests to `https://vivago.ai`.

ClawHub Agent Skills author: harry zhu v0.1.9 MIT-0 21 files body ≈ 1 226 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 44/100 · Will not run — References files that are not bundled: assets/generated_image.png, scripts/commom/base_image.py, scripts/*.py

ProcedureMedia and videoInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
87/100
safety, quality, tests
Safety 60%
100
Quality 40%
67
Run on models
none yet
Process rating
F
44/100
Will not run
References files that are not bundled: assets/generated_image.png, scripts/commom/base_image.py, scripts/*.py
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
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: 21. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: assets/generated_image.png
  • warning missing-ref reference to a missing file: scripts/commom/base_image.py
  • warning missing-ref reference to a missing file: scripts/*.py
  • warning missing-ref reference to a missing file: scripts/configure.py
  • note frontmatter-key unknown frontmatter key "dependencies"
  • note frontmatter-key unknown frontmatter key "requires"

Process rating: all ten parameters 44/100

Will not run. References files that are not bundled: assets/generated_image.png, scripts/commom/base_image.py, scripts/*.py
  • 0Tools and files. 4 referenced file(s) missing: assets/generated_image.png, scripts/commom/base_image.py, scripts/*.py
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 40Consistency. Frontmatter name (hidream-aigc-skills) differs from the folder (hidream-api-gen)
  • 50When it triggers. No condition that starts the skill
  • 100Steps. 30 steps
  • 100Failures and branches. 3 branches, has a failure section
  • 100Execution cost. Instruction body is 1226 tokens
  • 100Running it twice. Mutating operations check current state
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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
  • -33 of 10 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 319: enough signal without eating the budget
  • +4Structure: 13 headings
  • +3Step-by-step instructions: 30 items
  • +4Has examples (3 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.

External checks

ClawHub: clean
This is a disclosed HiDream/Vivago image and video generation client, but users should protect their API token and only use trusted endpoints and input files.
LLM: benign (high) · VirusTotal: · 29 May 2026