Agent Economy ReportAgent Economy ReportBB → stable
Trend stable: 41 downloads in the last 7 days vs 43 in the 7 before (-5%). The trend is not the direction of the rating.
below the trust line (BBB): unproven adoption, young, or flagged 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...
| Downloads | 1,489 (7d: +41) |
| Installs · stars · versions | 33 · 0 · 8 |
| Track record | 84 days in the registry |
| Author | lovensky1992-wk |
| Requires | none declared |
| Instructions read | yes: payees, wallets and shell patterns extracted from SKILL.md |
| service | service rating | wallet |
|---|---|---|
| No payee found in its instructions. | ||
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. Audits are made at the Report's own initiative and are not sold (policy); the ones published are at /k/audited.
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 2026-10-29.