LaunchKit · 2026
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trust-velocity-calculator

Helps calculate the rate at which trust in a skill or agent is decaying by combining time elapsed since last.

0
272 downloads
by @andyxinweiminicloud

Setup & Installation

openclaw skills install @andyxinweiminicloud/trust-velocity-calculator

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install trust-velocity-calculator

What This Skill Does

Calculates a composite trust score for skills and agents by combining time elapsed since last verification with the rate of change in permissions, dependencies, and behavior. Produces a single trust velocity score and projects when trust falls below configurable thresholds. Outputs re-verification urgency ratings ranging from CURRENT to REVERIFY NOW.

Binary verified/unverified models ignore post-verification changes, so a skill with an old badge and 14 recent updates is treated the same as one that hasn't changed — trust velocity makes that difference quantitative.

When to use it

  • Checking whether a frequently updated skill still warrants its original trust rating
  • Prioritizing which skills need re-audit before a production deployment
  • Detecting sudden spikes in update velocity that signal elevated risk
  • Comparing relative trustworthiness of two skills before integrating either
  • Setting automated re-verification triggers when change velocity exceeds a threshold

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Calculate trust velocity for workflow-optimizer, last verified 213 days ago with 14 updates since verification

AGENT
  1. 1Accepts skill identifier, last verification date, and update history as input
  2. 2Applies exponential time decay curve to compute raw time factor (0.74 at 213 days)
  3. 3Calculates change velocity ratio by comparing actual update rate to historical baseline (4.7 updates/month vs 0.8 historical)
  4. 4Computes change velocity penalty from permission expansions, new endpoints, dependency bumps, and instruction drift
  5. 5Combines all factors into a composite score and generates 30/60/90-day projections with a re-verification urgency rating
OUTPUT

Trust velocity report: 43/100 composite score, 62% of surface area outside last audit coverage, threshold already breached 41 days ago, urgency REVERIFY NOW