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call-transcript-reliability-gate SKILL.md skillA

call-transcript-reliability-gate from calle-ai/awesome-phone-call-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add calle-ai/awesome-phone-call-agents/call-transcript-reliability-gate@git:20260923.4b945d7

Pins git:20260923.4b945d7 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: calle-ai/awesome-phone-call-agents
Path: skills/call-transcript-reliability-gate/SKILL.md
Versions recorded: 1
Latest version: git:20260923.4b945d7, committed Sep 23, 2026
Size: 5,268 bytes
Repository stars: 112
License: MIT

Offline experimental CALL-E transcript auditor that grades a returned transcript RELIABLE, SUSPECT, or UNUSABLE from text-visible ASR-hallucination symptoms before anything acts on it, and crafts ASR-risk-aware goals. It is not proof of hallucination, not a transcription accuracy certificate, and not authorization to act.

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

# call-transcript-reliability-gate

> **Before you trust what the phone heard, check how it was written down.**

Every verification skill in this repository - `call-review`,
`verity-verification-core`, `provenance-grade`, `exact-ref` - starts from the
same assumption: the transcript is ground truth. This skill audits that
assumption. Speech-to-text systems hallucinate fluent text with no basis in
the audio, and those hallucinations disproportionately appear as loops,
caption-credit boilerplate, and even harmful phantom content. A downstream
verdict built on a hallucinated confirmation is wrong with perfect
confidence.

## When To Use

- after any CALL-E call whose result will be written somewhere (booking,
  record update, payment) and before other transcript skills consume it
- when a summary contains values the transcript turns seem to repeat
  oddly, or boilerplate no phone caller would say
- before placing a number-critical call, to craft a goal that reduces
  transcription risk in the first place

## When Not To Use

- to prove the provider hallucinated; text signals are advisory reasons to
  re-confirm, not verdicts about the audio
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add calle-ai/awesome-phone-call-agents/call-transcript-reliability-gate@sha256:ad40254db2492c64

The line at the top of this page pins the label git:20260923.4b945d7, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_ywockqndgjl2pm6t.svg)](https://markdownregistry.com/a/art_ywockqndgjl2pm6t)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 23, 2026.

version	committed	commit	size	audit
git:20260923.4b945d7 latest	2026-09-23	4b945d7	5,268 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5268 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

calle-ai/awesome-phone-call-agents · 112 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ywockqndgjl2pm6t
GET https://markdownregistry.com/api/v1/resolve?ref=calle-ai/awesome-phone-call-agents/call-transcript-reliability-gate
GET https://markdownregistry.com/api/v1/blob/ad40254db2492c644100af2288abf97fb0f512e22d38750718acf2851f8d329e

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.