An Openclaw Skills workflow that converts validated proactive-agent demand into practical, local-first workflows, fixes, checklists, and decision aids.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install work-productivity-proactive-agent-workflow-helper-005353
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install work-productivity-proactive-agent-workflow-helper-005353 using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Work Productivity Proactive Agent Workflow Helper?
This Openclaw Skills workflow helps AI-agent users, skill authors, maintainers, and teams turn a validated need for Proactive Agent-style behavior into practical deliverables. It is geared toward bug fixes, setup hardening, safety improvements, reliability work, and adjacent skills that solve the same job-to-be-done.
Instead of over-asking for context, it restates the goal, builds a compact plan, and produces a local-first artifact such as a checklist, template, decision aid, analysis, or code change. The skill favors scripts, templates, and CPU-safe workflows over cloud-only or large-training approaches, and it can reference references/requirement-plan.md when source evidence or review criteria are needed.
Work Productivity Proactive Agent Workflow Helper Use Cases
- A user asks for proactive-agent, work-productivity, transform, or task help and needs a concrete artifact instead of generic advice.
- A maintainer wants to fix bugs, harden setup, or improve the safety and reliability of a Proactive Agent-style workflow.
- A team needs a repeatable checklist, automation outline, or decision aid for proactive workflows.
- You want to create an adjacent skill inspired by the same job-to-be-done.
- The output must stay local-hardware friendly, using scripts, templates, or CPU-safe methods instead of cloud-only tooling.
- You need a quick verification note that shows how the result was checked.
How Work Productivity Proactive Agent Workflow Helper Works
- Restate the user's outcome, constraints, available inputs, and success criteria.
- Build a concise work plan, template, automation outline, or decision aid that reduces manual coordination, and consult
references/requirement-plan.mdwhen source evidence, planning details, or review criteria are needed. - Ask only for missing information that materially changes the output; otherwise, make reasonable assumptions and continue.
- Keep the implementation local-hardware friendly by preferring scripts, templates, checklists, and small-model or CPU-safe workflows.
- Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.
- Validate the result against the success criteria and list any remaining risks or follow-up work.
Work Productivity Proactive Agent Workflow Helper Setup
- Place the skill folder in your Openclaw Skills workspace.
- Copy the companion
references/directory soreferences/requirement-plan.mdstays available for evidence and review. - Invoke the skill with the trigger keywords whenever you need a proactive workflow artifact.
mkdir -p ~/.openclaw/skills/work-productivity-proactive-agent-workflow-helper
cp SKILL.md ~/.openclaw/skills/work-productivity-proactive-agent-workflow-helper/
cp -R references ~/.openclaw/skills/work-productivity-proactive-agent-workflow-helper/
Adjust the destination path to match your local Openclaw Skills installation.
Work Productivity Proactive Agent Workflow Helper Data Schema & Taxonomy
Metadata taxonomy
| Layer | Purpose | Contents |
|---|---|---|
| Frontmatter | Skill identity and routing | name, description, trigger guidance |
| Requirement block | Evidence-backed problem framing | validated demand, demand score, evidence count, local feasibility |
| Workflow | Operational sequence | restate, plan, clarify, local-first execute, produce, validate |
| Expected outputs | Deliverables | tailored answer, reusable checklist/workflow, verification note |
| Validation | Quality gates | direct relevance, self-contained usefulness, visible assumptions, next-step note |
| Triggers | Invocation keywords | work-productivity, proactive-agent, proactive, transform, task, followers, partners, anticipate, needs, bug fix |
Generated artifacts
- Checklists
- Workflows and templates
- Automation outlines
- Analysis or decision aids
- Code changes or implementation notes
- Verification notes
Reference file
references/requirement-plan.md: source evidence, planning details, and review criteria
This skill does not require fixed output filenames; it generates user-facing artifacts tailored to the request.
Work Productivity Proactive Agent Workflow Helper Advanced Features
- Evidence-backed requirement handling based on 10 signals across 4 source families and a 100/100 demand-feasibility assessment.
- Local-first execution that prefers scripts, templates, checklists, and CPU-safe workflows over cloud-only or large-training approaches.
- Minimal-clarification behavior that only asks for missing inputs when they materially change the result.
- Built-in validation pass that checks the artifact against success criteria and surfaces residual risk.
- Adjacent-skill generation for turning a proven job-to-be-done into related workflows or utilities.
- Trigger-aware routing for Openclaw Skills users who invoke the skill via keywords like
proactive-agentorbug fix.
SKILL.md
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