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Human Paced Web Ops
by
1477009639zw-blip
· GitHub ↗
· v1.0.0
· MIT-0
145
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0
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1
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1
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Install in OpenClaw
/install human-paced-web-ops
Description
Use human-paced browser interaction patterns for web navigation and search tasks with variable delays, hover-before-click, and light randomness. Improves rob...
README (SKILL.md)
Human-Paced Web Ops
Use this skill when the task involves:
- Web search and browsing in dynamic pages
- Multi-step page navigation that easily breaks with rigid scripts
- Long-running read-and-collect workflows
Interaction Pattern
Apply these defaults unless the task needs exact deterministic clicking:
- Before actions, wait for visible/interactive state first.
- Use small randomized delays between actions (for example 300-1200ms).
- Prefer
hoverbeforeclickon menus/buttons when possible. - Use small random click offset inside the same target element (for example 2-8px), not random page clicking.
- Add occasional small scroll steps during long pages.
- Avoid repeated fixed-interval requests; pace actions with jitter.
- Every 5-10 interactions, re-check page state and URL before continuing.
Guardrails
- If blocked by CAPTCHA, login challenge, paywall, or anti-bot page, pause and report the blocker URL plus required manual step.
- Keep identity and session settings stable and traceable for repeatable runs.
- Respect robots/terms and prefer official APIs when available.
Output Requirement
For web collection tasks, include:
- What was visited (titles + links)
- What was extracted
- What could not be accessed (and why)
- Next recoverable step
Usage Guidance
This skill is coherent and appears to be a set of best-practice instructions for browser automation rather than executable code. Before installing/use, confirm the agent runtime actually supports the browser automation primitives referenced (hover, click, offsets) — the skill itself does not implement them. Be aware these interaction patterns can be used for large-scale scraping or to evade simple bot detectors; only use them where you have permission and where automating the site does not violate terms of service. If you want to limit risk, keep this skill user-invocable (don’t grant it always-on/autonomous privileges), log all automated visits, and ensure the agent pauses and requests human input when guardrails report CAPTCHAs, paywalls, or login challenges.
Capability Analysis
Type: OpenClaw Skill
Name: human-paced-web-ops
Version: 1.0.0
The skill bundle contains instructions for an AI agent to perform web browsing tasks using human-like interaction patterns (delays, hovers, and jitter) to improve reliability and avoid brittle bot-like behavior. The SKILL.md file provides clear, non-malicious guidelines for navigation and reporting, and there is no executable code or evidence of data exfiltration or prompt injection.
Capability Assessment
Purpose & Capability
The name/description (human-paced web interactions) align with the SKILL.md content. The skill is instruction-only and does not request unrelated binaries, environment variables, or config paths — nothing requested is disproportionate to the stated purpose.
Instruction Scope
The runtime instructions are scoped to browser interaction patterns (delays, hover-before-click, small offsets, periodic state checks) and include guardrails (report CAPTCHAs, respect robots/terms). They do not instruct reading local files, environment variables, or transmitting data to external endpoints outside normal web collection outputs. Note: these patterns can be used to evade simple bot detection and enable scraping; that is a legitimate operational risk but does not make the skill internally incoherent.
Install Mechanism
No install spec and no code files — lowest-risk form. Nothing is downloaded or written to disk by the skill itself.
Credentials
The skill declares no required environment variables, credentials, or config paths. There is no disproportionate credential request relative to its stated function.
Persistence & Privilege
always is false and the skill is user-invocable. Model invocation is allowed (platform default) but this is not combined with broad access or persistent privileges, so there is no elevated persistence request.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install human-paced-web-ops - After installation, invoke the skill by name or use
/human-paced-web-ops - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the human-paced-web-ops skill.
- Adds human-like navigation for web browsing, search, and collection tasks by introducing variable delays, hover-before-click actions, and light randomness.
- Increases workflow robustness and reduces brittle, bot-like behavior on dynamic web pages.
- Implements guardrails for handling CAPTCHAs, login walls, paywalls, and anti-bot defenses.
- Provides structured output: visited pages, extracted data, access issues, and next steps.
Metadata
Frequently Asked Questions
What is Human Paced Web Ops?
Use human-paced browser interaction patterns for web navigation and search tasks with variable delays, hover-before-click, and light randomness. Improves rob... It is an AI Agent Skill for Claude Code / OpenClaw, with 145 downloads so far.
How do I install Human Paced Web Ops?
Run "/install human-paced-web-ops" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Human Paced Web Ops free?
Yes, Human Paced Web Ops is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Human Paced Web Ops support?
Human Paced Web Ops is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Human Paced Web Ops?
It is built and maintained by 1477009639zw-blip (@1477009639zw-blip); the current version is v1.0.0.
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