Baoyu Youtube Transcript
JimLiu/baoyu-skills
Downloads YouTube video transcripts/subtitles and cover images by URL or video ID.
Offline experimental CALL-E transcript helper using English irony markers and complaint-context scoring.
MITAuto-check passed
Install Call Verbal Irony Detector
$ npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install CALLE-AI/awesome-phone-call-agents call-verbal-irony-detector --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/CALLE-AI/awesome-phone-call-agents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/call-verbal-irony-detector .claude/skills/call-verbal-irony-detector && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "call-verbal-irony-detector" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/call-verbal-irony-detector into .claude/skills/call-verbal-irony-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "call-verbal-irony-detector", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/call-verbal-irony-detectorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install CALLE-AI/awesome-phone-call-agents call-verbal-irony-detector --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CALLE-AI/awesome-phone-call-agents.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/call-verbal-irony-detector .agents/skills/call-verbal-irony-detector && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "call-verbal-irony-detector" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/call-verbal-irony-detector into .agents/skills/call-verbal-irony-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "call-verbal-irony-detector", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install CALLE-AI/awesome-phone-call-agents call-verbal-irony-detector --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CALLE-AI/awesome-phone-call-agents.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/call-verbal-irony-detector .cursor/skills/call-verbal-irony-detector && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "call-verbal-irony-detector" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/call-verbal-irony-detector into .cursor/skills/call-verbal-irony-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "call-verbal-irony-detector", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/CALLE-AI/awesome-phone-call-agents.git --path skills/call-verbal-irony-detector--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install CALLE-AI/awesome-phone-call-agents call-verbal-irony-detector --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CALLE-AI/awesome-phone-call-agents.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/call-verbal-irony-detector .gemini/skills/call-verbal-irony-detector && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "call-verbal-irony-detector" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/call-verbal-irony-detector into .gemini/skills/call-verbal-irony-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "call-verbal-irony-detector", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install CALLE-AI/awesome-phone-call-agents call-verbal-irony-detectorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/CALLE-AI/awesome-phone-call-agents.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/call-verbal-irony-detector .github/skills/call-verbal-irony-detector && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "call-verbal-irony-detector" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/call-verbal-irony-detector into .github/skills/call-verbal-irony-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "call-verbal-irony-detector", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install CALLE-AI/awesome-phone-call-agents call-verbal-irony-detector --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CALLE-AI/awesome-phone-call-agents.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/call-verbal-irony-detector .opencode/skills/call-verbal-irony-detector && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "call-verbal-irony-detector" agent skill from https://github.com/CALLE-AI/awesome-phone-call-agents/tree/main/skills/call-verbal-irony-detector into .opencode/skills/call-verbal-irony-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "call-verbal-irony-detector", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
call-verbal-irony-detector- GitHub stars
- 107
- Token cost
- ~841 tokens
- SKILL.md length
- 368 words
- Files
- 7 (incl. scripts, references)
- Skills in repo
- 101
- Repo updated
- First seen
- Licence
- MIT
At a glance
Offline experimental CALL-E transcript helper using English irony markers and complaint-context scoring.
- SKILL.md covers When To Use, When Not To Use, Workflow and Scientific Foundation, plus 1 more section
- Runs Python scripts from its folder; calls python3
What it does
Call Verbal Irony Detector is an agent 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.
Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/example-transcript-sincere.json`, `references/example-transcript.json` and `references/examples.md`).
The repository describes itself as: Portable phone-call Agent Skills, apps, examples, adapters, and scheduler recipes for AI agents. The licence is MIT.
Example prompts
- “/call-verbal-irony-detector”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 38d4118. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Call Verbal Irony Detector loads about 841 tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 87 tokens; SKILL.md has 368 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from CALLE-AI/awesome-phone-call-agents at commit 38d4118, republished under its MIT licence (© CALLE-AI). 368 words, ~841 tokens.
Download SKILL.mdSave it as
.claude/skills/call-verbal-irony-detector/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- call-verbal-irony-detector
- description
- 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.
- license
- MIT
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_calldirectly
When Not To Use
- to detect sentiment in general; use
call-summarizerfor 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
python3 scripts/irony_detector.py analyze --transcript path/to/call-result.jsonReads the real get_call_run result shape ({status, result: {transcript}})
or the flat shape used by sibling skill fixtures. Emits a card:
irony_detected+confidence(high / medium / low / none)evidence: turn index, masked span, matched rulesirony_assessment: "unclear"with a reason when the callee never spokerecommended_action:retry_with_deescalation_goal(with the goal text),verify_literal_intent_prompt, orcontinue
Confidence labels are fixed heuristic score buckets, not empirically calibrated probabilities. Action names are review suggestions only; confirm the person's intent and separately approve any follow-up call or consequential action.
Show full SKILL.md (123 more words)Show less
Craft the follow-up goal
python3 scripts/irony_detector.py craft --scenario complaint-followup --language enEmits the plan_call inputs JSON whose goal is the same de-escalation
template the card recommends, so analysis and next call stay consistent.
Scientific Foundation
| Research | Relevance |
|---|---|
| SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset (LREC-COLING 2024) | Motivates marker + context mismatch detection; we use the text modality only |
| Sarcasm in Sight and Sound / MUStARD++ (arXiv 2310.01430) | Multimodal sarcasm benchmark incl. speech; our contrast rule is a text-only approximation |
Both papers study multimodal sarcasm; CALL-E exposes transcripts without
prosody, so this skill deliberately implements the text-side approximation
and labels every output analysis_mode: "heuristic".
Differences from sibling skills
call-summarizerreports stated sentiment; this skill reports the stated-vs-meant mismatch and changes the next call's goal.call-reviewaudits call compliance; this skill tunes conversational strategy.
© CALLE-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 6 other files (scripts, references) in skills/call-verbal-irony-detector of CALLE-AI/awesome-phone-call-agents.
- SKILL.md
- references/example-transcript-sincere.json
- references/example-transcript.json
- references/examples.md
- references/safety.md
- scripts/irony_detector.py
- scripts/test_irony_detector.py
Open the folder on GitHubat commit 38d4118
Compare with similar skills
Call Verbal Irony Detector next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Call Verbal Irony Detector this skillCALLE-AI/awesome-phone-call-agents | 107 | — | ~841 | Automated safety check: Pass | MIT | |
| Baoyu Youtube TranscriptJimLiu/baoyu-skills | 27k | 1 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Youtube Transcriptbrowser-act/skills | 6.1k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Youtube Transcriptsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Transcription0xsline/OpenChatCut | 2.2k | 1 repos | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Youtube Transcript Skillssickn33/agentic-awesome-skills | 47k | 1 repos | ~1.2k | Automated safety check: Pass | MIT |
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Questions about Call Verbal Irony Detector
What does Call Verbal Irony Detector do?
Offline experimental CALL-E transcript helper using English irony markers and complaint-context scoring. Call Verbal Irony Detector is an agent skill from CALLE-AI/awesome-phone-call-agents. Offline experimental CALL-E transcript helper using English irony markers and complaint-context scoring.
How do I install Call Verbal Irony Detector in Claude Code?
Run `npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a claude-code`. Or copy the skill folder (skills/call-verbal-irony-detector in CALLE-AI/awesome-phone-call-agents) into .claude/skills/call-verbal-irony-detector in your project. Claude Code loads it when a task matches its description.
How do I install Call Verbal Irony Detector in Codex?
Run `npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a codex`. Or copy the skill folder (skills/call-verbal-irony-detector in CALLE-AI/awesome-phone-call-agents) into .agents/skills/call-verbal-irony-detector in your project. Codex loads it when a task matches its description.
Can I use Call Verbal Irony Detector in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CALLE-AI/awesome-phone-call-agents --skill call-verbal-irony-detector -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/call-verbal-irony-detector, .gemini/skills/call-verbal-irony-detector, .github/skills/call-verbal-irony-detector and .opencode/skills/call-verbal-irony-detector in your project.
What does Call Verbal Irony Detector need to run?
Going by SKILL.md and its folder, Call Verbal Irony Detector needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Call Verbal Irony Detector access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Call Verbal Irony Detector safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Call Verbal Irony Detector use?
Call Verbal Irony Detector is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Call Verbal Irony Detector use?
About 841 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.5k tokens, read only when the agent opens those files.
What are the alternatives to Call Verbal Irony Detector?
Skills that share tags, products or a category with Call Verbal Irony Detector: Baoyu Youtube Transcript (JimLiu/baoyu-skills, 27k stars), Youtube Transcript (browser-act/skills, 6.1k stars), Youtube Transcript (sickn33/agentic-awesome-skills, 47k stars) and Transcription (0xsline/OpenChatCut, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Call Verbal Irony Detector?
CALLE-AI (a GitHub organization) maintains it in CALLE-AI/awesome-phone-call-agents, which has 107 GitHub stars. The repository holds 101 skills in this directory. The repository was last updated on October 10, 2026.
Source: CALLE-AI/awesome-phone-call-agents on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.