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在 OpenClaw 中安装
/install action-suggester
功能描述
Generate non-binding follow-up action suggestions from lead summaries or lead lists. Use when users ask for next best actions, call list for hot leads, or fo...
使用说明 (SKILL.md)
Action Suggester
Produce ranked follow-up suggestions without taking any external action.
Quick Triggers
- Suggest next actions for today's P1 leads.
- Build a call/email/visit plan from summary.
- Draft follow-up queue for unresolved high-priority leads.
Recommended Chain
summary-generator -> action-suggester -> supervisor confirmation
Execute Workflow
- Accept input from Supervisor.
- Validate input with
references/action-input.schema.json. - Apply deterministic prioritization rules to propose follow-up items.
- Emit actions with:
action_typeincall,email, orvisitlead_iddescription
- Validate output with
references/action-output.schema.json. - Return suggestions for human or Supervisor review only.
Enforce Boundaries
- Never execute suggested actions.
- Never send messages, emails, or calendar invites.
- Never write to database or stateful systems.
- Never parse raw chat exports.
- Never approve its own output for execution.
Handle Errors
- Return an empty action list when evidence is insufficient.
- Reject inputs that fail schema validation.
- Surface deterministic rule conflicts in plain text diagnostics.
安全使用建议
Before installing: 1) Confirm your agent/runtime will enforce 'do not execute' semantics (the SKILL.md statements are instructions, not technical enforcement). 2) Provide only the minimum PII (phone numbers, names) required for suggestions and ensure downstream systems won't leak those fields. 3) Require human/Supervisor confirmation before any execution and test the skill with dummy data to validate schema handling. 4) Audit your agent chains to ensure no other skill or automation will act on the generated suggestions without explicit approval.
功能分析
Type: OpenClaw Skill
Name: action-suggester
Version: 1.0.5
The skill bundle is entirely declarative, consisting of metadata, agent instructions, and JSON schemas for input/output validation. The `SKILL.md` and `agents/openai.yaml` files contain explicit and repeated instructions to the AI agent to *never* execute suggested actions, send messages, write to stateful systems, or approve its own output. There is no executable code to analyze for vulnerabilities or malicious intent, and the schemas include `additionalProperties: false`, which is a good security practice. The skill's purpose is clearly defined as generating non-binding suggestions, with strong guardrails against autonomous action.
能力评估
Purpose & Capability
The name/description (
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install action-suggester - 安装完成后，直接呼叫该 Skill 的名称或使用
/action-suggester触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.5
Align broker-group contracts: dataset_mode, record_type, and expanded summary/prioritization schemas.
v1.0.4
Preserve RE-India title and improve install-facing guidance
v1.0.3
Improve use-when clarity and chain guidance
v1.0.2
Rename display title with RE-India suffix
v1.0.1
Append RE-India suffix to display names
v1.0.0
- Initial release of action-suggester skill.
- Generates non-binding, ranked follow-up action suggestions (call, email, visit) from lead summaries or lists.
- Designed for recommendation and review only; never executes actions or messages.
- Strictly enforces boundaries: no message sending, database writes, or autonomous action approvals.
- Validates all inputs and outputs against defined schemas.
- Returns empty suggestions for insufficient info and provides plain-text diagnostics for rule conflicts.
元数据
常见问题
Action Suggester 是什么？
Generate non-binding follow-up action suggestions from lead summaries or lead lists. Use when users ask for next best actions, call list for hot leads, or fo... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 746 次。
如何安装 Action Suggester？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install action-suggester」即可一键安装，无需额外配置。
Action Suggester 是免费的吗？
是的，Action Suggester 完全免费（开源免费），可自由下载、安装和使用。
Action Suggester 支持哪些平台？
Action Suggester 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Action Suggester？
由 Vishal（@vishalgojha）开发并维护，当前版本 v1.0.5。
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