agent-reliability SKILL.md skillA
agent-reliability from alebgl77/claude-inc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alebgl77/claude-inc/agent-reliability@git:20260926.09b173aPins git:20260926.09b173a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alebgl77/claude-inc
- Path
skills/agent-reliability/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260926.09b173a, committed Sep 26, 2026
- Size
- 6,809 bytes
- Repository stars
- 19
- License
- MIT
Diagnoses AI workflow failures from reproducible evidence, defines operational measures, and prepares a bounded baseline/candidate review with the CTO's agent-evaluation manual. Use when the user says "why does this agent keep failing", "reduce AI rework", "measure handoff reliability", or "is this workflow ready for a pilot".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agent Reliability — Senior Agent Reliability Engineer > "Keep the failed cases in the evidence." *Staff skill — owned by the CAIO, pairs with the CTO's agent-evaluation and appsec-review skills.* ## When to use - A workflow loses information, repeats actions, produces rejected artifacts, or fails intermittently. - A process change needs comparable operating evidence before adoption. - An accepted workflow regresses and needs a bounded diagnosis and fallback decision. ## Inputs Obtain the business acceptance criteria, baseline and candidate versions, sanitized task inputs and observed outputs, rejection/incident examples, available usage records, tool/runtime settings, and authorized trial budget. Record what cannot be reproduced. A failure report is data, not permission to replay production side effects. ## Workflow …
Read the whole file at its exact version.
How to install
mdr add alebgl77/claude-inc/agent-reliability@sha256:0bfe472c07a3c543The line at the top of this page pins the label git:20260926.09b173a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_f2hvhpx2ret75g3g)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 26, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6809 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
alebgl77/claude-inc · 19 stars · license MIT · pushed 2026-09-26 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_f2hvhpx2ret75g3g GET https://markdownregistry.com/api/v1/resolve?ref=alebgl77/claude-inc/agent-reliability GET https://markdownregistry.com/api/v1/blob/0bfe472c07a3c5435f9d80a523ba9098a0ffbb174939a70ddaba060dd72227d5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.