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Trust Velocity Calculator
by
andyxinweiminicloud
· GitHub ↗
· v1.0.0
481
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Install in OpenClaw
/install trust-velocity-calculator
Description
Helps calculate the rate at which trust in a skill or agent is decaying by combining time elapsed since last verification with the rate of change in behavior...
Usage Guidance
This skill appears coherent in purpose but is underspecified. Before installing or enabling it: 1) Ask where it will fetch verification and version-history data (which marketplace APIs or endpoints) and whether those endpoints require credentials. 2) Confirm whether it will perform network calls and whether those calls are restricted to known, documented APIs (not arbitrary web crawling). 3) If you expect it to access private registries or audit logs, require explicit credential names and least-privilege scopes. 4) Prefer a version with concrete runtime steps or code you can review (e.g., exact curl endpoints or a small Python script) rather than just conceptual prose. If you can't get these clarifications, treat the skill as potentially risky because the agent may be given broad discretion to fetch or request sensitive information.
Capability Analysis
Type: OpenClaw Skill
Name: trust-velocity-calculator
Version: 1.0.0
The skill bundle describes a 'trust-velocity-calculator' designed to assess the decay of trust in other skills or agents. The `_meta.json` contains standard metadata. The `SKILL.md` details the skill's purpose, inputs, outputs, and provides an example report. It requires `curl` and `python3`, which are plausible for a security analysis tool. There is no evidence of malicious intent, data exfiltration, unauthorized execution, or prompt injection attempts against the agent. The 'Recommended actions' are presented as part of the skill's example output, not as instructions for the agent to execute.
Capability Assessment
Purpose & Capability
Name and description align with needing tooling to fetch histories and compute metrics; requiring curl and python3 is plausible. However, the skill has no source/homepage and does not specify which APIs or registries it will query for verification dates and version histories, making the required capabilities under-specified relative to the stated purpose.
Instruction Scope
SKILL.md is primarily conceptual and describes inputs (skill identifier, verification date, update history) without specifying where or how those inputs are obtained. The instructions do not explicitly ask for reading local files or credentials, but their vagueness gives an agent wide discretion to fetch data from arbitrary endpoints or attempt to crawl marketplaces, which could surface or transmit sensitive data if not constrained.
Install Mechanism
Instruction-only skill with no install spec or code files — lowest install risk. Nothing will be written to disk by an installer step.
Credentials
The skill declares no required environment variables or credentials, which is proportionate to the description. That said, lack of declared creds coupled with unspecified data sources means the agent may later request credentials at runtime or attempt unauthenticated scraping of private endpoints; the SKILL.md does not clarify this.
Persistence & Privilege
always is false and there are no requested config paths or other persistent privileges. The skill does not ask for persistent presence or to modify other skills' configurations.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install trust-velocity-calculator - After installation, invoke the skill by name or use
/trust-velocity-calculator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of trust-velocity-calculator:
- Calculates trust decay for a skill or agent based on both elapsed time since last verification and the rate of behavioral, permission, or dependency changes.
- Produces a composite trust velocity score, projecting when a trusted credential will become unreliable.
- Generates detailed trust reports with current score, decay curve, projections, change analysis, and re-verification urgency.
- Supports comparison of trust velocity between different skills.
- Integrates factors like verification coverage lag and volatility in change rates, providing actionable insights for reliability management.
Metadata
Frequently Asked Questions
What is Trust Velocity Calculator?
Helps calculate the rate at which trust in a skill or agent is decaying by combining time elapsed since last verification with the rate of change in behavior... It is an AI Agent Skill for Claude Code / OpenClaw, with 481 downloads so far.
How do I install Trust Velocity Calculator?
Run "/install trust-velocity-calculator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Trust Velocity Calculator free?
Yes, Trust Velocity Calculator is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Trust Velocity Calculator support?
Trust Velocity Calculator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Trust Velocity Calculator?
It is built and maintained by andyxinweiminicloud (@andyxinweiminicloud); the current version is v1.0.0.
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