proactive-self-improving-agent
Captures experiences, errors, and patterns to autonomously improve agent capabilities and structured documentation.
Install
npx skills add https://github.com/yanhongxi-openclaw/proactive-self-improving-agent --skill proactive-self-improving-agentStats
| Total installs | 1,538 |
| Weekly installs | 1.5K |
| GitHub stars | 10 |
| First seen | Mar 2, 2026 |
| Source | @yanhongxi-openclaw/proactive-self-improving-agent |
Summary
- Records seven types of triggers (failures, user corrections, feature requests, API errors, knowledge gaps, better approaches, task reviews) into structured markdown files with deduplication to avoid low-value entries
- Promotes repeated patterns (≥3 occurrences) from learning logs into permanent capability files (AGENTS.md, TOOLS.md, SOUL.md) or extracts them as independent skills
- Maintains a JSONL changelog tracking all operations (add, promote, extract, resolve) with timestamps and metadata for auditability and pattern analysis
- Enforces safety guardrails (ADL anti-drift protocol, VFM value-first scoring) to prevent capability drift and prioritizes stability over novelty
Tags
Related skills
| Skill | Installs | vs proactive-self-improving-agent |
|---|---|---|
| dbs-content | 1,594 | +56 |
| memory-management | 1,543 | +5 |
| elite-longterm-memory | 1,450 | -88 |
| setup-api-key | 1,421 | -117 |
| fun-brainstorming | 1,479 | -59 |
FAQ
- How many installs does proactive-self-improving-agent have?
- proactive-self-improving-agent has 1,538 total installs and 1.5K installs this week.
- Where is proactive-self-improving-agent hosted?
- proactive-self-improving-agent is published by @yanhongxi-openclaw/proactive-self-improving-agent at https://github.com/yanhongxi-openclaw/proactive-self-improving-agent.
- How many GitHub stars does proactive-self-improving-agent have?
- proactive-self-improving-agent has 10 GitHub stars.
- When was proactive-self-improving-agent first indexed?
- OrangeBot.AI first indexed proactive-self-improving-agent on Mar 2, 2026.
- How do I install proactive-self-improving-agent?
- Run: npx skills add https://github.com/yanhongxi-openclaw/proactive-self-improving-agent --skill proactive-self-improving-agent