$npx -y skills add agentscope-ai/QwenPaw --skill make_plan-enFor external plan request scenarios, guides the Agent to request a clear, actionable, step-by-step plan from a stronger Agent via list_agents and chat_with_agent, emphasizing that the plan is executed by the requester, not by the consulted Agent.
| 1 | # Make Plan |
| 2 | |
| 3 | Use this Skill when you need to make an **external plan request** to a stronger Agent. |
| 4 | |
| 5 | The goal of this Skill is not to outsource a task, but rather to: |
| 6 | - Request a plan from a stronger Agent |
| 7 | - The plan must consist of **clear, actionable steps** |
| 8 | - **You execute the plan yourself** |
| 9 | - Do not ask the consulted Agent to execute the task directly |
| 10 | |
| 11 | How to invoke: |
| 12 | - Use `list_agents()` to check available Agents |
| 13 | - Use `chat_with_agent(...)` to request the stronger Agent to "make a plan" |
| 14 | - In `text`, explicitly include the prompt: **only provide a step-by-step executable plan, do not execute** |
| 15 | - To supplement or refine the original plan in a follow-up, pass `session_id` |
| 16 | |
| 17 | Recommended invocation skeleton: |
| 18 | |
| 19 | ```text |
| 20 | list_agents() |
| 21 | |
| 22 | chat_with_agent( |
| 23 | to_agent="<stronger_agent>", |
| 24 | text="[Agent <auto> requesting] Please help me create an execution plan for the following task. You do not need to execute the task -- just output clear, actionable steps in order.", |
| 25 | ) |
| 26 | ``` |
| 27 | |
| 28 | ## Core Rules |
| 29 | |
| 30 | This Skill handles one thing only: |
| 31 | 1. Find a stronger Agent |
| 32 | 2. Request that Agent to output an execution plan |
| 33 | 3. Require the plan to be step-by-step, actionable, and in sequential order |
| 34 | 4. You execute the plan yourself rather than asking the other Agent to do it for you |
| 35 | |
| 36 | If what you truly need is a "plan", use this Skill. |
| 37 | If what you need is a final answer, architectural judgment, review conclusion, or direct execution, do not misuse this Skill. |
| 38 | |
| 39 | ## Applicable Scenarios |
| 40 | |
| 41 | The following scenarios are suitable for making an external plan request: |
| 42 | - The task requires multi-step decomposition |
| 43 | - Steps have dependencies between them |
| 44 | - A clear sequence, checkpoints, or verification points are needed |
| 45 | - Multiple modules, files, systems, or roles are involved |
| 46 | - The user explicitly requests a plan before execution |
| 47 | - You want to obtain a more complete and reliable execution path first |
| 48 | |
| 49 | ## Do Not Use This Way |
| 50 | |
| 51 | Do not use this Skill in the following situations: |
| 52 | - You actually want the other Agent to do the task for you |
| 53 | - What you really lack is a small piece of factual information, not a plan |
| 54 | - What you truly need is an architectural judgment or solution comparison |
| 55 | - You have not yet clearly understood the task objective |
| 56 | |
| 57 | ## What to Ask the Stronger Agent For |
| 58 | |
| 59 | When calling `chat_with_agent(...)`, clearly state: |
| 60 | - **You need a plan, not execution** |
| 61 | - **Steps must be concrete, not just abstract advice** |
| 62 | - **Preferably include verification methods and completion criteria** |
| 63 | |
| 64 | ## Tool Invocation Rules |
| 65 | |
| 66 | Execute in this order by default: |
| 67 | 1. Call `list_agents()` to confirm available stronger Agents |
| 68 | 2. Select the most suitable target Agent for creating the plan |
| 69 | 3. Call `chat_with_agent(...)` to request the generation of an execution plan |
| 70 | 4. After receiving the plan, execute it yourself -- do not continue outsourcing the task to the other Agent |
| 71 | |
| 72 | When requesting the plan, explicitly state: |
| 73 | - Only the plan is needed, not execution |
| 74 | - Steps must be specific, not general advice |
| 75 | - Clearly request sequence, dependencies, checkpoints, and verification methods when needed |
| 76 | |
| 77 | Common parameters for `chat_with_agent`: |
| 78 | - `to_agent`: Target Agent ID |
| 79 | - `text`: Request content; must explicitly state "only output the plan, do not execute the task" |
| 80 | - `session_id`: Optional; pass this to continue an existing conversation |
| 81 | |
| 82 | Notes: |
| 83 | - `base_url` generally does not need to be provided; the tool will automatically resolve the current API address |
| 84 | - Not passing `session_id` will automatically create a new session |
| 85 | |
| 86 | ## Request Template |
| 87 | |
| 88 | Please help me create an execution plan for the following task. |
| 89 | You **do not need to execute the task itself** -- just output the plan. |
| 90 | |
| 91 | Task: |
| 92 | [What needs to be done] |
| 93 | |
| 94 | Goal: |
| 95 | [What the final outcome should be] |
| 96 | |
| 97 | Constraints: |
| 98 | - [...] |
| 99 | - [...] |
| 100 | |
| 101 | Plan requirements: |
| 102 | 1. Break it down into clear, executable steps |
| 103 | 2. Indicate the recommended order |
| 104 | 3. Point out dependencies, checkpoints, or verification methods where necessary |
| 105 | 4. If there are obvious risks, include key points to watch out for |
| 106 | |
| 107 | Output format: |
| 108 | [e.g., Output 5-8 numbered steps, 1-3 sentences each] |
| 109 | |
| 110 | Example: |
| 111 | |
| 112 | ```text |
| 113 | chat_with_agent( |
| 114 | to_agent="strong_reasoner", |
| 115 | text=""" |
| 116 | Please help me create an execution plan for the following task. |
| 117 | You do not need to execute the task itself -- just output the plan. |
| 118 | |
| 119 | Task: |
| 120 | Modify a multi-module feature. |
| 121 | |
| 122 | Goal: |
| 123 | Complete the change with low risk and avoid missing integration points. |
| 124 | |
| 125 | Constraints: |
| 126 | - Minimize rework |
| 127 | - Include verifiable intermediate checkpoints |
| 128 | |
| 129 | Plan requirements: |
| 130 | 1. Break it down into actionable steps |
| 131 | 2. Indicate the recommended order |
| 132 | 3. Mark key dependencies and checkpoints |
| 133 | 4. Include verification meth |