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AF image-forge

Use when an agent invokes ImageForge to generate or edit raster images with NextAI Code, configure API key/model, diagnose setup, or check whether the image-forge skill has a newer version.

ClawHub Agent Skills author: nextai v0.1.1 MIT-0 10 files body ≈ 1 636 tokens Open the sourceclawhub.ai↗ analyzed 24 h ago

Use when an agent invokes ImageForge to generate or edit raster images with NextAI Code, configure API key/model, diagnose setup, or check whether the…

As a process F 48/100 · Will not run — References files that are not bundled: references/image-brief.md, scripts/image_forge.py

GeneratorSoftware developmentData and analyticsAI and agentstype 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
A
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
79
Run on models
none yet
Process rating
F
48/100
Will not run
References files that are not bundled: references/image-brief.md, scripts/image_forge.py
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/image-brief.md
  • warning missing-ref reference to a missing file: scripts/image_forge.py

Process rating: all ten parameters 48/100

Will not run. References files that are not bundled: references/image-brief.md, scripts/image_forge.py
  • 0Tools and files. 2 referenced file(s) missing: references/image-brief.md, scripts/image_forge.py
  • 0Result and completion. Does not say what the result is
  • 0Progress reporting. Says nothing while it works
  • 30Inputs and preconditions. Does not say what the process needs to start
  • 40Consistency. Frontmatter name (image-forge) differs from the folder (nextai-image-forge)
  • 50When it triggers. No condition that starts the skill
  • 100Steps. 31 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Execution cost. Instruction body is 1636 tokens
  • 100Running it twice. No mutating operations
  • 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
  • +1No license
  • +2Single-language instructions
  • +3Description length 189: enough signal without eating the budget
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 31 items
  • +4Has examples (3 code blocks)
  • +4Reference files are cited in the instructions (3 of 3)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.

External checks

ClawHub: clean
ImageForge is a disclosed image-generation skill that uses a fixed third-party image API and local key storage for that purpose.
LLM: benign (high) · VirusTotal: · 10 Jul 2026