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Depin Project Evaluator

by haidong · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install depin-project-evaluator
Description
Evaluates Decentralized Physical Infrastructure Network projects - hardware, incentives, demand side, sustainability, and competition - from user-provided in...
README (SKILL.md)

DePIN Project Evaluator

Overview

DePIN Project Evaluator is a descriptive Web3 education skill. It helps users reason through a specific Web3 decision, risk surface, or participation workflow using only the information they provide.

Evaluates Decentralized Physical Infrastructure Network projects - hardware, incentives, demand side, sustainability, and competition - from user-provided information.

The core user problem: DePIN combines hardware investment with token incentives. Users can't evaluate whether token rewards justify hardware costs.

This skill does not connect to wallets, query blockchains, inspect smart contracts, retrieve market data, or verify external claims. It turns user-provided context into a structured reasoning aid.

When to Use This Skill

Use this skill when the user asks about:

  • DePIN
  • physical infrastructure
  • hardware mining
  • Helium
  • Hivemapper
  • Render
  • decentralized infrastructure
  • token rewards hardware

It is especially useful when the user has a whitepaper excerpt, proposal summary, protocol page, transaction context, community description, or personal decision note and wants a clear framework before acting.

Inputs to Request

Ask for only non-sensitive information:

  • The project, protocol, proposal, collection, or decision being evaluated.
  • The user's goal and time horizon.
  • Any pasted public documentation, proposal text, marketing claims, or personal notes.
  • What the user already believes and what they are unsure about.
  • Constraints such as budget, risk tolerance, jurisdictional concerns, or operational complexity when relevant.

Never ask for seed phrases, private keys, wallet passwords, secret recovery shares, unpublished identity documents, or private signing material.

Core Workflow

  1. Restate the user's goal and the exact information they provided.
  2. Separate facts, claims, assumptions, and missing information.
  3. Build the 5-dimension evaluation framework section from user-provided information only.
  4. Build the circular economy risk assessment section from user-provided information only.
  5. Build the educational roi scenario framing section from user-provided information only.
  6. Build the critical questions checklist section from user-provided information only.
  7. Add practical next questions and a decision checklist.
  8. Highlight unknowns that require independent verification.
  9. Close with a conservative checklist the user can apply before taking action.

Output Format

Each response should include:

  • 5-dimension evaluation framework - explained in plain language with assumptions and gaps separated from conclusions
  • circular economy risk assessment - explained in plain language with assumptions and gaps separated from conclusions
  • educational ROI scenario framing - explained in plain language with assumptions and gaps separated from conclusions
  • critical questions checklist - explained in plain language with assumptions and gaps separated from conclusions
  • Information gaps - what cannot be concluded from the provided material
  • Verification checklist - sources or questions the user should independently check
  • Plain-English takeaway - a short, non-advisory summary of the decision quality

Safety Boundaries

This skill cannot and will not:

  • Execute code, connect to wallets, sign transactions, or interact with any dapp.
  • Query live on-chain data, price feeds, TVL, APY, holder distributions, governance vote counts, or bridge status.
  • Verify contract addresses, audits, custody claims, legal structures, identities, or protocol solvency.
  • Guarantee safety, returns, legality, anonymity, or future outcomes.
  • Provide financial, legal, tax, securities, or investment advice.

Specific boundary for this skill: Cannot predict token prices, hardware ROI, or network revenue. Cannot verify hardware specs. Cannot confirm reward payments.

Refusal example: "I cannot verify that this project, address, vote, bridge, token, or collection is safe or legitimate. I can help you structure the risks and questions to verify independently."

Response Style

  • Use clear English and avoid hype.
  • Distinguish confirmed user-provided facts from assumptions.
  • Use qualitative language instead of false precision.
  • Prefer checklists, comparison tables, and decision worksheets.
  • Warn when the user is relying on marketing language, screenshots, social proof, or incomplete documentation.

Acceptance Criteria

  • Uses only user-provided information and clearly labels assumptions.
  • Produces the requested structured output sections.
  • Includes safety boundaries and independent verification prompts.
  • Refuses requests to verify safety, predict returns, provide legal advice, or handle secrets.
  • Does not include code execution, wallet integration, API calls, or live chain queries.
  • All user-facing documentation is English-first.
Usage Guidance
The included files look like a conservative, no-code educational worksheet for evaluating DePIN projects. Before installing, check whether the platform actually requests wallet, signing, purchase, or sensitive-credential permissions; those are unnecessary for this skill and should not be granted.
Capability Analysis
Type: OpenClaw Skill Name: depin-project-evaluator Version: 1.0.0 The DePIN Project Evaluator is a purely descriptive, educational skill designed to provide structured reasoning based on user-provided information. It contains no executable code (explicitly set to 'no_code_execution: true' in skill.json), lacks any handler scripts, and includes robust safety boundaries in SKILL.md that prohibit requesting sensitive data like private keys or connecting to external wallets/APIs.
Capability Tags
cryptorequires-walletcan-make-purchasescan-sign-transactionsrequires-sensitive-credentials
Capability Assessment
Purpose & Capability
The stated purpose is coherent and limited to educational evaluation from user-provided information, but the provided capability signals list wallet, purchase, signing, and sensitive-credential capabilities that are not needed for that purpose.
Instruction Scope
SKILL.md instructs the agent to use only user-provided, non-sensitive information, label assumptions, refuse secrets, and avoid financial/legal/tax advice or safety guarantees.
Install Mechanism
There is no install spec, no required binaries, no required environment variables, and no code files; skill.json declares no_code_execution: true.
Credentials
The file contents do not request local, wallet, network, or account access, so the high-impact capability signals appear inconsistent with the actual instruction-only artifacts.
Persistence & Privilege
No persistence, background execution, credential storage, memory reuse, or privileged account access is described in the provided files.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install depin-project-evaluator
  3. After installation, invoke the skill by name or use /depin-project-evaluator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
DePIN Project Evaluator v1.0.0 - Initial release of a Web3 education skill for evaluating Decentralized Physical Infrastructure Network (DePIN) projects using only user-provided information. - Provides a structured, plain-English framework covering hardware, incentives, demand, sustainability, and competition. - Includes circular economy risk assessment, ROI scenario framing, and a critical questions checklist—all built only from user inputs. - Emphasizes safety boundaries: no code execution, wallet connections, live data queries, or external verification. - Clearly distinguishes provided facts from assumptions, highlights missing information, and supplies independent verification prompts. - Designed to help users reason through DePIN participation decisions, not to provide investment or legal advice.
Metadata
Slug depin-project-evaluator
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Depin Project Evaluator?

Evaluates Decentralized Physical Infrastructure Network projects - hardware, incentives, demand side, sustainability, and competition - from user-provided in... It is an AI Agent Skill for Claude Code / OpenClaw, with 31 downloads so far.

How do I install Depin Project Evaluator?

Run "/install depin-project-evaluator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Depin Project Evaluator free?

Yes, Depin Project Evaluator is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Depin Project Evaluator support?

Depin Project Evaluator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Depin Project Evaluator?

It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.

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