AC brand-marketing-workflow
Structural documentation for the brand-marketing-workflow skill. Use when the user wants to understand, audit, or review the workflow design without exposing implementation code.
As a process C 58/100 · Has gaps — weak spots: inputs and preconditions, failures and branches, running it twice
ProcedureMarketingSoftware developmentInfrastructuretype and topics are labelled automatically from the skill text
How to improve
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 · 2
✓ No critical or high findings
Medium and low: 2
-
low Obfuscation
obf-base64-blobevidence/competitor_cache_20260323.json:4Long base64-looking blob (quoted — discussed, not commanded)"raw_text": "Title: AI 工作空间，你的智能助手。| Notion\n\nURL Source: https://www.notion.so/zh-cn\n\nMarkdown Content:\n# AI 工作空间，你的智能助手。| Notion\n\nSee this page in your preferred language.[Change to English (U
quoted -
low Secrets in code
secret-high-entropy-tokenevidence/competitor_cache_20260323.json:4High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)"raw_text": "Title: AI 工作空间，你的智能助手。| Notion\n\nURL Source: https://www.notion.so/zh-cn\n\nMarkdown Content:\n# AI 工作空间，你的智能助手。| Notion\n\nSee this page in your preferred language.[Change to English (U
quoted
Files scanned: 44. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 58/100
- 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
- 30Running it twice. 4 mutating operations with no state check
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 60Result and completion. Output format stated, no completion criterion
- 70When it triggers. States when to use, but not when not to
- 100Steps. 46 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 927 tokens
- 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)
- -36 of 14 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 178: enough signal without eating the budget
- +4Structure: 18 headings
- +3Step-by-step instructions: 46 items
- +3Output format is stated explicitly
- +4Has examples (2 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 84.
External checks
ClawHub: suspicious
The package is advertised as documentation-only, but it ships runnable marketing automation code that can use local OpenClaw configuration, external services, and local cache files.
LLM: suspicious (high) · VirusTotal: · 29 May 2026