Real Skill packageSource verifiedClawHub registry

QMD Learning Loop

Capture and promote durable agent learnings in QMD-indexed Markdown when reflection or reusable memory is requested.

Identity and source

Publisher attributionShaker Gilbertregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 61% rule confidence
Package forminstruction with code14 recorded files
Canonical sourceClawHub registryclawhub:shakerg:qmd-learning-loop
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 · 8/21/2026.claude/skills/qmd-learning-loop

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 · 8/21/2026.agents/skills/qmd-learning-loop

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 · 8/21/2026skills/qmd-learning-loop

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 @shakerg/qmd-learning-loop
clawhub inspect @shakerg/qmd-learning-loop --version 1.1.0

Security evidence

SkillVetAI static result: medium 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
13 / 14 inspected as text
Checked
8/21/2026, 1:59:10 AM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumPrompt-override language requires reviewreferences/evaluation-cases.md:21 · confidence 62%ignore prior instructions
3 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — 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
8/20/2026, 10:33:05 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • llm: clean

Recorded files

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

Package content hashsha256:9520ed01e7c47ffe8e8f7597f031c58fb13278e0676b2f51fd3a96c4c430e5af
Show up to 14 recorded paths
  • .clawhubignore
  • .github/workflows/validate.yml
  • CONTRIBUTING.md
  • LICENSE
  • README.md
  • references/destination-discovery.md
  • references/evaluation-cases.md
  • references/qmd-workflow.md
  • references/review-loop.md
  • references/templates.md
  • scripts/validate_skill.py
  • SECURITY.md
  • skill-card.md
  • SKILL.md

Source changelog

Redesigned the learning workflow with QMD-aware search, deduplication, privacy safeguards, explicit approval gates, deterministic promotion rules, richer templates, evaluation cases, MIT-0 licensing, and automated ClawHub validation.