BBB ▲ rising

Self Improving Agent (self-improving-learner)

Name: Self Improving Agent skill trust rating BBB
Item: Self Improving Agent
Rating: BBB
Author: Agent Economy Report

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

错误学习闭环：记录失败和纠正 → Pattern-Key 分类 → 定期复盘 → 整合长期记忆 → 防止再犯。 Use when: (1) 命令/操作意外失败且原因值得记录, (2) 用户纠正了错误（"不对"/"Actually..."/"你搞错了"）, (3) 用户要求的能力不存在（能力缺口信号）, (4) 外...

Signals

Downloads	1,192 (7d: +1,151)
Installs · stars · versions	33 · 0 · 8
Track record	33 days in the registry
Author	lovensky1992-wk
Requires	none declared
Instructions read	yes: payees, wallets and shell patterns extracted from SKILL.md

Flags

None.

Who it pays (x402 counterparties found in its instructions)

service	service rating	wallet
No payee found in its instructions.

Install

openclaw skills install @lovensky1992-wk/self-improving-learner · registry page

For agents

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

Code audit

No independent code audit of this skill yet. Commission one (US$ 29 per version; the result is published whatever it says).

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 2026-09-08.