How do I install the Self Improve skill?

Run npx skillmds@latest add tomevault-io/self-improve-2 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Self Improve safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Self Improve?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Self Improve free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Self Improve?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Self Improve by tomevault-io — Agent Skill

Name: Self Improve
Author: tomevault-io

File contents

AI-consumed reference. Optimized for Claude to read during execution. Human-readable explanation: see docs/architecture/HIERARCHICAL_PLANNING.md or docs/getting-started/ depending on topic.

Self-Improve Skill

Apply learned improvements: update rules, adjust agent routing, modify workflow configs, generate knowledge entries.

Usage

/af learn apply                    # Review and apply pending
/af learn apply --auto             # Auto-apply high-confidence (>=0.8)
/af learn apply --preview          # Preview without applying
/af learn apply --id <pattern_id>  # Apply specific pattern

Improvement Types

types[4]{type,target,example}:
  Rule updates,rules/*.md,Increase coverage threshold 80→85
  Agent routing,agent-detector config,Default react-expert for .tsx
  Workflow adjustments,workflow config,Increase Phase 2 timeout
  Knowledge base,knowledge entries,TDD reduces bugs by 40% for APIs

Safety Guards

Approval required unless: --auto AND confidence >= 0.8 AND frequency >= 5.

Rollback: Every change creates backup + log. /af learn rollback <id> or --all.

Validation: Syntax check, conflict detection, impact assessment before applying.

Apply Process

Fetch: Query v_improvement_suggestions WHERE applied = FALSE
Generate: Determine target files, create modifications, calculate impact
Review: Present diff with confidence, frequency, evidence. User chooses: Apply / Skip / Modify
Apply: Create backup, apply modification, mark applied in Supabase, log change

Rollback

/af learn rollback <change_id>     # Specific change
/af learn rollback --list          # List recent changes
/af learn rollback --all           # All changes from today

Configuration

learning:
  self_improve:
    enabled: true
    auto_apply_threshold: 0.8
    min_frequency: 5
    backup_dir: backups/
    max_auto_per_day: 10

Source: nguyenthienthanh/aura-frog — distributed by TomeVault.

---name: self-improve-2description: Apply learned improvements to the Aura Frog plugin. Updates rules, adjusts agent routing, modifies workflow configurations, and generates knowledge base entries. Use when this capability is needed.---> **AI-consumed reference.** Optimized for Claude to read during execution.> Human-readable explanation: see [docs/architecture/HIERARCHICAL_PLANNING.md](../../../docs/architecture/HIERARCHICAL_PLANNING.md)> or [docs/getting-started/](../../../docs/getting-started/) depending on topic.# Self-Improve SkillApply learned improvements: update rules, adjust agent routing, modify workflow configs, generate knowledge entries.---## Usage```bash/af learn apply # Review and apply pending/af learn apply --auto # Auto-apply high-confidence (>=0.8)/af learn apply --preview # Preview without applying/af learn apply --id <pattern_id> # Apply specific pattern```---## Improvement Types```toontypes[4]{type,target,example}: Rule updates,rules/*.md,Increase coverage threshold 80→85 Agent routing,agent-detector config,Default react-expert for .tsx Workflow adjustments,workflow config,Increase Phase 2 timeout Knowledge base,knowledge entries,TDD reduces bugs by 40% for APIs```---## Safety Guards**Approval required** unless: `--auto` AND confidence >= 0.8 AND frequency >= 5.**Rollback:** Every change creates backup + log. `/af learn rollback <id>` or `--all`.**Validation:** Syntax check, conflict detection, impact assessment before applying.---## Apply Process1. **Fetch:** Query `v_improvement_suggestions WHERE applied = FALSE`2. **Generate:** Determine target files, create modifications, calculate impact3. **Review:** Present diff with confidence, frequency, evidence. User chooses: Apply / Skip / Modify4. **Apply:** Create backup, apply modification, mark applied in Supabase, log change---## Rollback```bash/af learn rollback <change_id> # Specific change/af learn rollback --list # List recent changes/af learn rollback --all # All changes from today```---## Configuration```yamllearning: self_improve: enabled: true auto_apply_threshold: 0.8 min_frequency: 5 backup_dir: backups/ max_auto_per_day: 10```------> Source: [nguyenthienthanh/aura-frog](https://github.com/nguyenthienthanh/aura-frog) — distributed by [TomeVault](https://tomevault.io).

Frequently asked questions

Self Improve