Home / calle-ai / awesome-phone-call-agents · skills/call-synthetic-counterparty-detector/SKILL.md · GitHub

call-synthetic-counterparty-detector skillA

call-synthetic-counterparty-detector is agent-read markdown (skill) from calle-ai/awesome-phone-call-agents: Offline experimental pattern checks on supplied call metadata and text, returning advisory synthetic-voice hints without certifying identity or switching live protocols..

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

# Synthetic Counterparty Detector

The `call-synthetic-counterparty-detector` skill computes a heuristic score from supplied metadata and text. It does not extract audio features, implement PDSM, authenticate identity, or switch protocols. Its recommendation is an experimental hint for human review, not a calibrated probability or permission to bypass safeguards.

## Research Scope

The latency, duration and filler-word thresholds are demonstration choices, not a reproduced or validated deepfake model. See [research scope](references/research-papers.md).

## How it works

The detector ingests the call transcript and a metadata payload containing acoustic telemetry:
1. **Micro-latency variance**: Checks if the turn-taking latency is too consistent (variance < 500ms). Humans naturally vary their response times based on cognitive load.
2. **Zero-breath phrasing**: Checks if the caller spoke for an impossibly long duration (e.g. >15 seconds) without a biological pause (PDSM anomaly).
3. **Linguistic determinism**: Checks if the caller uses zero filler words ("um", "ah") over a long, complex sequence of speech.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add calle-ai/awesome-phone-call-agents/call-synthetic-counterparty-detector@v1.0.0
Exact content
mdr add calle-ai/awesome-phone-call-agents/call-synthetic-counterparty-detector@sha256:d4ad298074ccd87e

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

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-18 14df160 2,123 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 (2123 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 · 103 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eyo7atwi655vvleh
GET https://markdownregistry.com/api/v1/resolve?ref=calle-ai/awesome-phone-call-agents/call-synthetic-counterparty-detector
GET https://markdownregistry.com/api/v1/blob/d4ad298074ccd87eca88779aba3b01f66cbcfbacc062b0e97970487775cd6b36

Your agent 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.

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