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AGENTS.md@apps/python/callback-scam-screenerA

AGENTS.md@apps/python/callback-scam-screener from calle-ai/awesome-phone-call-agents is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned

mdr add calle-ai/awesome-phone-call-agents/apps/python/callback-scam-screener/AGENTS.md@git:20260914.bd607da

Pins git:20260914.bd607da in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 14 of 14 checks passed
Kind: AGENTS.md file
Repository: calle-ai/awesome-phone-call-agents
Path: apps/python/callback-scam-screener/AGENTS.md
Versions recorded: 1
Latest version: git:20260914.bd607da, committed Sep 14, 2026
Size: 3,095 bytes
Repository stars: 112
License: MIT

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 Instructions

These instructions apply to the Callback Scam Screener app only
(`apps/python/callback-scam-screener/`). See the repository-root
[`AGENTS.md`](../../../AGENTS.md) for monorepo-wide conventions.

## Quick setup (safe, no credentials, no calls)

Run these in order from this directory — every one of them is side-effect-free:

```bash
uv sync --dev --extra gemini
uv run python screen.py --demo remote_access
uv run python screen.py --demo giftcard
uv run python screen.py --demo subtle
uv run python screen.py --demo legit
uv run pytest -q
```

`--demo` runs the real pipeline against four canned transcripts through a mock
CALL-E client — no account, no LLM key, nothing dialed. `pytest` does the same
with an injected mock client. This is enough to confirm the app installs and
the scoring pipeline behaves correctly without any credentials at all.

## Product boundary

This app screens a suspicious "call this number" claim from an email by
having CALL-E place a short, transparent call and scoring the transcript
against a fixed signal checklist (`signals.json`). It is a triage tool, not a
clearance tool — every verdict is meant for human review, not to silently
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add calle-ai/awesome-phone-call-agents/apps/python/callback-scam-screener/AGENTS.md@sha256:03d67209d6e81178

The line at the top of this page pins the label git:20260914.bd607da, 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_7trmxy3htnutvy6p.svg)](https://markdownregistry.com/a/art_7trmxy3htnutvy6p)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 14, 2026.

version	committed	commit	size	audit
git:20260914.bd607da latest	2026-09-14	bd607da	3,095 B	A	view

Audit of the latest version

A 14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Size between 200 bytes and 200 KB (3095 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_7trmxy3htnutvy6p
GET https://markdownregistry.com/api/v1/resolve?ref=calle-ai/awesome-phone-call-agents/apps/python/callback-scam-screener/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/03d67209d6e81178f3a639bf383fe5d6572abdc8638e273ee42c10b1adf9aa54

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.