call-transcript-reliability-gate skillA
call-transcript-reliability-gate is agent-read markdown (skill) from calle-ai/awesome-phone-call-agents: 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..
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.
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
mdr add calle-ai/awesome-phone-call-agents/call-transcript-reliability-gate@git:20260923.4b945d7mdr add calle-ai/awesome-phone-call-agents/call-transcript-reliability-gate@sha256:ad40254db2492c64Pin 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.
[](https://markdownregistry.com/a/art_ywockqndgjl2pm6t)
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Versions
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 (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
calle-ai/awesome-phone-call-agents · 103 stars · license MIT · pushed 2026-09-24 · 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
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