Real Skill packageSource verifiedClawHub registry

self-improving-ai

Captures learnings about GenAI/LLM configuration, model selection, inference optimization, fine-tuning, RAG pipelines, prompt engineering, multimodal processing, and cost management. Use when: (1) Model response quality degrades after a provider update or version change, (2) Inference latency exceeds acceptable thresholds, (3) Fine-tuned model regresses on evaluation benchmarks, (4) RAG retrieval returns irrelevant or stale chunks, (5) Token costs exceed budget projections, (6) Hallucination rate increases on fact…

Identity and source

Publisher attributionJosé I. O.registry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 62% rule confidence
Package forminstruction with code15 recorded files
Canonical sourceClawHub registryclawhub:jose-compu:self-improving-ai
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/28/2026.claude/skills/self-improving-ai

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/28/2026.agents/skills/self-improving-ai

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/28/2026skills/self-improving-ai

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @jose-compu/self-improving-ai
clawhub inspect @jose-compu/self-improving-ai --version 1.1.1

Security evidence

SkillVetAI static result: high signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
15 / 15 inspected as text
Checked
8/28/2026, 10:23:46 PM
Scanner
0.1.3
Policy
1.0.3
2 automated findings
highDynamic code or shell execution is presentSKILL.md:446 · confidence 78%eval (
highDynamic code or shell execution is presentreferences/examples.md:160 · confidence 78%eval (
2 High/Critical review queue entries
STATIC_DYNAMIC_CODE_EXECUTIONpending
STATIC_DYNAMIC_CODE_EXECUTIONpending
Open human review queue →
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
8/28/2026, 7:03:03 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:4156d7603509c619355fd209a3069037d4b261f47d63f6c09422cad39a92e0f2
Show up to 15 recorded paths
  • assets/ERRORS.md
  • assets/FEATURE_REQUESTS.md
  • assets/LEARNINGS.md
  • assets/SKILL-TEMPLATE.md
  • hooks/openclaw/handler.js
  • hooks/openclaw/handler.ts
  • hooks/openclaw/HOOK.md
  • references/examples.md
  • references/hooks-setup.md
  • references/openclaw-integration.md
  • scripts/activator.sh
  • scripts/error-detector.sh
  • scripts/extract-skill.sh
  • skill-card.md
  • SKILL.md

Source changelog

Security review: narrow hook matchers, explicit promotion approval, project-scoped hooks.