BF novel-writer
长篇网文 Agent 创作技能 v3.0 — 卷/事件/章四层编排、产物驱动流水线、Pre-Init 创意门禁、作者签名跨题材复用
As a process F 28/100 · Will not run — References files that are not bundled: scripts/openclaw_entry.py, references/author_profile.template.json, templates/chapter_write_v142.md
GeneratorAI and agentsSoftware developmenttype 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 Hermes the description must be one sentence under 60 characters; move the conditions to a "When to Use" section.
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- 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: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-long-hermesdescription is 65 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period) - warning
description-no-whenneither description nor a "## When to Use" section says when to use the skill - warning
body-longSKILL.md body ≈ 5083 tokens (recommended < 5000); move details to references/ - warning
missing-refreference to a missing file: scripts/openclaw_entry.py - warning
missing-refreference to a missing file: references/author_profile.template.json - warning
missing-refreference to a missing file: templates/chapter_write_v142.md - note
frontmatter-keyunknown frontmatter key "homepage"
Process rating: all ten parameters 28/100
Will not run. References files that are not bundled: scripts/openclaw_entry.py, references/author_profile.template.json, templates/chapter_write_v142.md
- 0Tools and files. 3 referenced file(s) missing: scripts/openclaw_entry.py, references/author_profile.template.json, templates/chapter_write_v142.md
- 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
- 30Running it twice. 3 mutating operations with no state check
- 60Consistency. The Hermes dialect needs category and tags
- 70Execution cost. Instruction body is 5083 tokens
- 100Steps. 165 steps
- low 20 top-level sections: this looks like several domains in one skill
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)
- +3Description length 65: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -228 emoji in the instructions: noise for the model
- +2Single-language instructions
- +4Structure: 55 headings
- +3Step-by-step instructions: 165 items
- +4Has examples (10 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 39.
External checks
ClawHub: clean
This skill is a disclosed novel-writing workflow that reads and writes local story-planning files, with no evidence of hidden code, credential access, network exfiltration, or destructive behavior.
LLM: benign (high) · VirusTotal: · 9 Jul 2026