mohitagw15856/pm-claude-skills · exports/openclaw/ai-agent-reliability/SKILL.md

ai-agent-reliability skillA

ai-agent-reliability is agent-read markdown (skill) from mohitagw15856/pm-claude-skills: Make an AI agent or automation reliable enough to trust — the tests, checks, and guardrails that catch its failures before they reach anything real. Use when asked how do I test my AI agent, make my automation reliable, my agent works sometimes, or how do I trust an AI workflow in production. Produces a map of where the agent can fail (bad input, hallucination, wrong tool call, edge cases, silent errors), the checks that catch each (validation, evals on real cases, human-in-the-loop gates, monit.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mohitagw15856/pm-claude-skills/ai-agent-reliability@git:20260818.e70f575
Exact content
mdr add mohitagw15856/pm-claude-skills/ai-agent-reliability@sha256:29982a80e038a58b

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bgm5a4gpcpo7ozyt.svg)](https://markdownregistry.com/a/art_bgm5a4gpcpo7ozyt)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260818.e70f575 latest2026-08-18 e70f575 5,247 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5247 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

mohitagw15856/pm-claude-skills · 1,369 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bgm5a4gpcpo7ozyt
GET https://markdownregistry.com/api/v1/resolve?ref=mohitagw15856/pm-claude-skills/ai-agent-reliability
GET https://markdownregistry.com/api/v1/blob/29982a80e038a58b58c0ae3bfbe7ef8030a9019d8c2974cf091533bdd9beb9cd

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.