AF agent-ops
Agent session 运维工具。当需要检测和恢复 API 限速、回收死 session 的知识、在破坏性操作前自动快照、或监控 context 使用率时使用。不用于安装 hook 脚本（用 agent-hooks）或架构设计（用 harness-design-patterns）。
As a process F 40/100 · Will not run — References files that are not bundled: ../../shared/session-state-layout.md
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: 10. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: ../../shared/session-state-layout.md - note
frontmatter-keyunknown frontmatter key "triggers"
Process rating: all ten parameters 40/100
Will not run. References files that are not bundled: ../../shared/session-state-layout.md
- 0Tools and files. 1 referenced file(s) missing: ../../shared/session-state-layout.md
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 50Failures and branches. 0 branches, has a failure section
- 100Steps. 11 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 400 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
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +4No input/output examples
- +2Single-language instructions
- +3Description length 143: enough signal without eating the budget
- +4Structure: 7 headings
- +3Step-by-step instructions: 11 items
- +4Reference files are cited in the instructions (6 of 6)
- +3All 1 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.
External checks
ClawHub: suspicious
This skill is purpose-aligned agent-ops guidance, but it needs review because its optional daemon and rollback patterns can read sensitive transcripts, persist recovered notes, and mutate repository state without strong user-control safeguards.
LLM: suspicious (high) · VirusTotal: · 29 May 2026