AF dida-agent-optimizer
Agent 自愈引擎 — 自动诊断和修复 OpenClaw 执行问题（Cron 失败、工具报错、工作流中断、性能退化），自带持续自我进化能力。 Use when user asks to 系统诊断、修复 cron、优化配置、检查系统健康度、自愈修复、诊断失败原因、修复任务失败、优化师自我更新. 不适用于业务逻辑问题排查、飞书内容编辑、数据查询类任务.
As a process F 37/100 · Will not run — References files that are not bundled: references/scripts/self-update.sh
How to improve
- 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: 8. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: references/scripts/self-update.sh
Process rating: all ten parameters 37/100
Will not run. References files that are not bundled: references/scripts/self-update.sh
- 0Tools and files. 1 referenced file(s) missing: references/scripts/self-update.sh
- 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
- 20When it triggers. No condition that starts the skill
- 100Steps. 27 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1484 tokens
- 100Running it twice. No mutating operations
- 100Progress reporting. Reports progress
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
- -2localhost URLs: will not work for another user
- +1No license
- +2Single-language instructions
- +3Description length 176: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 27 items
- +4Has examples (9 code blocks)
- +4Reference files are cited in the instructions (5 of 5)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.
External checks
ClawHub: suspicious
This is a real OpenClaw troubleshooting skill, but it gives an agent broad repair authority and includes ongoing self-update and cleanup workflows that need review before use.
LLM: suspicious (high) · VirusTotal: · 29 May 2026