Home / calle-ai / awesome-phone-call-agents · skills/call-sycophancy-guard/SKILL.md · GitHub

call-sycophancy-guard skillA

call-sycophancy-guard is agent-read markdown (skill) from calle-ai/awesome-phone-call-agents: Offline experimental CALL-E transcript helper that detects pushback against goal-grounded facts and classifies the agent's response (HOLDS, CAPITULATES, VERIFIES, UNADDRESSED), flags capitulated values that tainted the final confirmation, and crafts anti-capitulation goals. It is not a measure of the agent's intent, proof the callee was wrong, or authorization to act on the call's outcome..

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-sycophancy-guard

> **An agent that agrees with everything confirms nothing.**

Language models are demonstrably sycophantic: trained on human feedback,
they affirm users far more often than humans do, and that behavior survives
into deployed assistants. On a phone call this has a specific cost: the
callee pushes back on a fact - "no, it's $50" - and the agent folds, not
because it saw evidence, but because agreeing is polite. The closing
confirmation then repeats the adopted value, and whatever parses that
outcome writes a fact nobody established. This skill catches exactly that
sequence.

## When To Use

- after any CALL-E call whose result contains amounts, dates, or times the
  callee disputed, and before the outcome is written anywhere
- with the goal text (or plan JSON) the call was built from, so ground
  facts can be extracted and checked against adopted values
- before placing a fact-bearing call, to craft a goal that holds facts
  without being rude

## When Not To Use

- to prove the callee was wrong: a capitulation is an unverified stance
  switch, and the callee holding a paper invoice may well be right; the
  card routes to verification, never to reversal
…

Read the whole file at its exact version.

How to install

Latest version
mdr add calle-ai/awesome-phone-call-agents/call-sycophancy-guard@git:20260923.9593f4c
Exact content
mdr add calle-ai/awesome-phone-call-agents/call-sycophancy-guard@sha256:5da3da51e106f4a4

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.

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Versions

versioncommittedcommitsizeaudit
git:20260923.9593f4c latest2026-09-23 9593f4c 5,537 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 (5537 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_kvjakswhu5szga67
GET https://markdownregistry.com/api/v1/resolve?ref=calle-ai/awesome-phone-call-agents/call-sycophancy-guard
GET https://markdownregistry.com/api/v1/blob/5da3da51e106f4a4595459e781645c807f3a98577a89044337662ae50b2746b3

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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