Real Skill packageSource verifiedClawHub registry

LLM Regression Monitor

Use this skill when the user wants to monitor LLM behavior over time and get alerted when outputs change unexpectedly. Triggers on requests like "set up LLM regression monitoring", "alert me when my prompts start behaving differently", "watch my LLM for regressions", "run behavioral tests on my AI outputs on a schedule", or "detect when my model starts drifting". Handles first-time setup, baseline capture, scheduled monitoring, and alert configuration via WhatsApp, Slack, Discord, or email.

Identity and source

Publisher attributionSwanand33registry owner unverified by skillvetai
Functional categoryDevOps, Cloud & Observabilityautomatically inferred · 60% rule confidence
Package forminstruction with code9 recorded files
Canonical sourceClawHub registryclawhub:swanand33:llm-regression-monitor
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 · 9/2/2026.claude/skills/llm-regression-monitor

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 · 9/2/2026.agents/skills/llm-regression-monitor

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 · 9/2/2026skills/llm-regression-monitor

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 @swanand33/llm-regression-monitor
clawhub inspect @swanand33/llm-regression-monitor --version 1.1.0

Security evidence

SkillVetAI static result: no findings detected

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
9 / 9 inspected as text
Checked
9/2/2026, 4:38:51 PM
Scanner
0.1.3
Policy
1.0.3
5 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
  • external write action — automatically inferred
7 dependency and API indicators
  • pypi: pyyaml
  • pypi: requests
  • pypi: python-dotenv
  • api: clawhub.ai
  • api: discord.com
  • api: hooks.slack.com
  • api: your-internal-llm.example.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
9/2/2026, 4:33:43 AM
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:ddb43b441f837450eb92c44060f5581a752ddf3b721a7a1afd9e9da0806d3be2
Show up to 9 recorded paths
  • references/providers.md
  • references/test-suite-format.md
  • requirements.txt
  • scripts/capture_baseline.py
  • scripts/run_monitor.py
  • scripts/send_alert.py
  • scripts/trend_tracker.py
  • skill-card.md
  • SKILL.md

Source changelog

Add trend tracking, Discord/email alerts, multi-sample baselines, system_prompt support; fix missing python-dotenv in install docs