call-verbal-irony-detector skillA
call-verbal-irony-detector is agent-read markdown (skill) from calle-ai/awesome-phone-call-agents: Offline experimental CALL-E transcript helper using English irony markers and complaint-context scoring. Returns advisory evidence spans, illustrative confidence buckets or abstention, and suggested de-escalation wording. It does not establish a person's intent, authorize another call or perform consequential actions..
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-verbal-irony-detector > **What was said is not always what was meant.** `call-summarizer` reports caller sentiment - what was said. This skill detects verbal irony - the mismatch between the two - and turns it into the next call's strategy. A callee who answers "Oh, great. Just perfect." after a complaint is not happy, and an agent that acts on the literal words will make it worse. ## When To Use - after any CALL-E call where the outcome hinges on a positive-sounding answer inside a complaint discussion - to decide whether a follow-up call should use a de-escalation goal - to generate that de-escalation goal for `plan_call` directly ## When Not To Use - to detect sentiment in general; use `call-summarizer` for that - to detect fraud or social engineering; use `call-fraud-shield` - during a call; this is strictly post-call analysis plus pre-call goal crafting, because CALL-E exposes transcripts, not live audio - as proof of the callee's emotional state; text-only irony cues are ambiguous and the card says so ## Workflow ### Analyze a finished call ```bash python3 scripts/irony_detector.py analyze --transcript path/to/call-result.json ``` …
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How to install
mdr add calle-ai/awesome-phone-call-agents/call-verbal-irony-detector@git:20260920.49cb149mdr add calle-ai/awesome-phone-call-agents/call-verbal-irony-detector@sha256:65cb9d4773c0406bPin 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_dvnhofirzgb2ocyg)
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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_dvnhofirzgb2ocyg GET https://markdownregistry.com/api/v1/resolve?ref=calle-ai/awesome-phone-call-agents/call-verbal-irony-detector GET https://markdownregistry.com/api/v1/blob/65cb9d4773c0406bae310cf585fdb3599209293f3a14829219253daa1b72b548
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