AC multi-agent-comm
Multi-Agent Communication Protocol — 通用多智能体通信框架。用于在 OpenClaw 中编排多个 Agent 之间的结构化通信、任务委派和协同工作。适用场景：(1) 在主 Agent 与子 Agent 之间传递消息 (2) 多个独立 Agent（如 QClaw、学术助手、学生工作助理等）之间的双向通信 (3) 将大任务分解为并行子任务并收集结果 (4) 跨 Agent 共享上下文和记忆。关键词：agent communication, ACP, multi-agent, subagent, session spawn, agent 间通信, 多智能体协同, 任务委派。
Multi-Agent Communication Protocol — 通用多智能体通信框架。用于在 OpenClaw 中编排多个 Agent 之间的结构化通信、任务委派和协同工作。适用场景：(1) 在主 Agent 与子 Agent 之间传递消息 (2) 多个独立 Agent（如…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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: 3. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 53/100
- 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
- 20When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 13 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 745 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
- +1No license
- +2Single-language instructions
- +3Description length 305: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 13 items
- +4Has examples (6 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 76.