Agent Skill Trust Rating

BBB — stable

Self-Improving Agent (Proactive Self-Reflection) (jpeng-self-improving)

above the trust line (BBB): proven adoption, mature, nothing alarming in its instructions.

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use befo...

Signals

Downloads1,351 (7d: series too short)
Installs · stars · versions42 · 0 · 1
Track record158 days in the registry
Authorjpengcheng523-netizen
Requiresnone declared
Instructions readyes: payees, wallets and shell patterns extracted from SKILL.md

Flags

Who it pays (x402 counterparties found in its instructions)

serviceservice ratingwallet
No payee found in its instructions.

Install

openclaw skills install @jpengcheng523-netizen/jpeng-self-improving · registry page

For agents

Free JSON: https://agenteconomy.report/k/jpeng-self-improving.json · badge: https://agenteconomy.report/k/jpeng-self-improving.svg · paid record via x402: GET https://agenteconomy.report/api/skill/jpeng-self-improving (US$ 0.005). Check any skill before installing it with the x402-trust-check skill.

How this is computed

Adoption (downloads relative to the registry, 7-day velocity, installs), maturity (age, release cadence, stars, author portfolio), inherited payment trust (every host or wallet the skill's instructions pay is looked up in the x402 service trust index; paying a rated service inherits its tier, an unknown hard-coded wallet is flagged) and hygiene (registry moderation verdict, license, declared setup, origin). Flags cap the tier, they never add to it. Trust line at BBB. Rating as of 2026-08-29.