AC fusion-workflow-hub
融合 Graphify 知识图谱 + Everything Claude Code (ECC) 工作流 + OpenClaw 的超级效率中心。 Use when: 用户想要快速理解代码库结构、执行规划/审查/TDD 等标准化工作流、结合知识图谱进行深度代码分析、一站式解决复杂编程任务，或整合多个工具能力提升效率。 NOT for: 简单的单文件编辑、纯文本问答、不涉及代码分析的通用问题。
As a process C 50/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches
ProcedureSoftware developmentInfrastructureAI and agentstype 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 · 0
✓ No critical or high findings
Files scanned: 4. 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 50/100
- 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
- 50When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 10 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 494 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
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +4Description says when NOT to use the skill
- +3Description length 195: enough signal without eating the budget
- +4Structure: 13 headings
- +3Step-by-step instructions: 10 items
- +4Has examples (6 code blocks)
- +4Reference files are cited in the instructions (2 of 2)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 92.
External checks
ClawHub: clean
This is a markdown-only coding workflow helper that uses Graphify and related skills for user-directed repository analysis, with expected local output files and no hidden payload.
LLM: benign (high) · VirusTotal: · 29 May 2026