Agent Economy ReportAgent Economy ReportAA → stable
Trend stable: 81 downloads in the last 7 days vs 80 in the 7 before (+1%). The trend is not the direction of the rating.
above the trust line (BBB): proven adoption, mature, nothing alarming in its instructions.
AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践，并转化为长期记忆。
| Downloads | 25,028 (7d: +81) |
| Installs · stars · versions | 838 · 29 · 1 |
| Track record | 237 days in the registry |
| Author | zhengxinjipai |
| 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 @zhengxinjipai/self-improving-agent-cn ·
registry page
For agents
Free JSON: https://agenteconomy.report/k/self-improving-agent-cn.json · badge: https://agenteconomy.report/k/self-improving-agent-cn.svg ·
paid record via x402: GET https://agenteconomy.report/api/skill/self-improving-agent-cn (US$ 0.005). Check any skill before installing it
with the x402-trust-check skill.
Code audit
CAUTION version 1.0.0, audited 2026-09-17: This skill is a Chinese-language memory helper for agents. It tells the agent to create a directory under ~/.openclaw/memory/self-improving and run small Python scripts that append records of command errors, user correct Full audit.
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.