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research-gap-call-verifier SKILL.md skillA

research-gap-call-verifier 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/research-gap-call-verifier@git:20260818.5cf7b61

Pins git:20260818.5cf7b61 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/research-gap-call-verifier/SKILL.md
Versions recorded: 1
Latest version: git:20260818.5cf7b61, committed Aug 18, 2026
Size: 6,911 bytes
Repository stars: 112
License: MIT

Turn cited business research into a bounded, approval-gated phone-call plan that asks only unresolved factual questions, then reconcile CALL-E-compatible results without treating voicemail, refusal, ambiguity, or failure as confirmation. Use when web research has produced a shortlist but availability, pricing, policies, or scheduling still require a disclosed call to a published business number.

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

# Research Gap Call Verifier

Use this skill after research, not instead of it. It separates facts already supported by cited sources from material gaps that a business can answer, produces an exact no-call preview, and reconciles returned evidence with honest status labels.

The bundled scripts use only the Python standard library. They never contact CALL-E, a phone provider, or the network. A host may execute an approved plan with CALL-E, but approval and execution remain outside this skill.

## Compatibility

The no-call plan builder and result reconciler run on Python 3.9 or newer in any Agent Skills-compatible host. Live execution supports the CALL-E Python SDK or another CALL-E integration that preserves the frozen recipient, task, and idempotency key. Read [`references/calle-handoff.md`](references/calle-handoff.md) before implementing that adapter. The bundled path is deliberately runnable without a provider account or credentials.

## When To Use

Use this skill when all of these are true:

- the user has a concrete research goal and constraints;
- cited research has identified one or more businesses;
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add calle-ai/awesome-phone-call-agents/research-gap-call-verifier@sha256:6b26f1c05a42de14

The line at the top of this page pins the label git:20260818.5cf7b61, 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_xrermjwhldp5lxro.svg)](https://markdownregistry.com/a/art_xrermjwhldp5lxro)

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

Versions

The registry has recorded 1 version of this file, committed on Aug 18, 2026.

version	committed	commit	size	audit
git:20260818.5cf7b61 latest	2026-08-18	5cf7b61	6,911 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 (6911 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_xrermjwhldp5lxro
GET https://markdownregistry.com/api/v1/resolve?ref=calle-ai/awesome-phone-call-agents/research-gap-call-verifier
GET https://markdownregistry.com/api/v1/blob/6b26f1c05a42de1448bd97cdaf839bd43da304ee6c2e1bce1f677ada5ef43ffd

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.