Agent skill

Cxas Cyara Ingestor

by GoogleCloudPlatform in GoogleCloudPlatform/cxas-scrapi

Extracts conversational transcripts from Cyara XML test case files.

Apache-2.0Auto-check passedTesting & QA

Install Cxas Cyara Ingestor

skills CLI
$ npx skills add GoogleCloudPlatform/cxas-scrapi --skill cxas-cyara-ingestor -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install GoogleCloudPlatform/cxas-scrapi cxas-cyara-ingestor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/GoogleCloudPlatform/cxas-scrapi.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/cxas-cuj-report-generator/ingestors/frameworks/cyara .claude/skills/cxas-cyara-ingestor && rm -rf skills-src

Use ~/.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/

Facts

Skill name
cxas-cyara-ingestor
GitHub stars
107
Token cost
~497 tokens
SKILL.md length
250 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
Apache-2.0

At a glance

Extracts conversational transcripts from Cyara XML test case files.

  • Works in 6 steps: Identify Test Cases: Look for elements… → Extract Utterances: Extract the list of… → Parse Expected Flow: Locate the… → …
  • Tasks that involve Test generation
  • SKILL.md covers Protocol and Example
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Cxas Cyara Ingestor is an agent skill from GoogleCloudPlatform/cxas-scrapi. Extracts conversational transcripts from Cyara XML test case files.

Its SKILL.md is about 500 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering Test generation. The repository describes itself as: A powerful Python API, CLI, and set of Agent Skills for CX Agent Studio to automate, evaluate, and scale your agents with ease. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Test generation

Example prompts

  • “Use the cxas-cyara-ingestor skill to extract conversational transcripts from Cyara XML test case files”
  • “/cxas-cyara-ingestor”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Identify Test Cases: Look for elements representing individual test
  2. Extract Utterances: Extract the list of sample user utterances. These
  3. Parse Expected Flow: Locate the expected_flow sequence, which
  4. Map Turns
  5. Voice-Realism Enforcement: Ensure the inferred dialogue strictly
  6. Extract Metadata: Look for intent tags to understand the high-level

What it can do on your machine

Read from SKILL.md and the folder at commit ffba639. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Cxas Cyara Ingestor loads about 497 tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 250 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~22
When it runs · the whole SKILL.md, loaded when a task matches
~497

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from GoogleCloudPlatform/cxas-scrapi at commit ffba639, republished under its Apache-2.0 licence (© GoogleCloudPlatform). 250 words, ~497 tokens.

Download SKILL.mdSave it as .claude/skills/cxas-cyara-ingestor/SKILL.md (or your agent's skills folder).
name
cxas-cyara-ingestor
description
Extracts conversational transcripts from Cyara XML test case files.

Cyara Ingestor Skill

Use this skill when you need to extract dialogue turns and conversation flows from Cyara XML test case files.

Protocol

Cyara files are XML documents containing test scenarios for voice or chat agents. They are rich sources for transcripts because they map user utterances to agent states.

  1. Identify Test Cases: Look for elements representing individual test cases using their unique identifiers.
  2. Extract Utterances: Extract the list of sample user utterances. These are valuable for generating realistic User turns.
  3. Parse Expected Flow: Locate the expected_flow sequence, which describes the chronological steps of the interaction.
  4. Map Turns:
    • Iterate through the expected_flow.
    • Look for steps that include (User: ...) annotations. This directly maps what the user said at that specific point in the flow.
    • The step names (e.g., Greeting_State, Ask_Identifier) indicate the Agent's state or prompt. You must infer natural Agent dialogue based on these state names if literal text is not provided.
  5. Voice-Realism Enforcement: Ensure the inferred dialogue strictly enforces the main skill's Agent-First, Voice Realism (No Spoken URLs), and Standardized End Session (closing with end_session tool call) rules.
  6. Extract Metadata: Look for intent tags to understand the high-level classification.

Example

A summarized Cyara item might look like this: `yaml id: test_case_identifier utterances:

  • I need help with my account expected_flow:
  • Welcome_Prompt (User: I need help with my account) - Request_Account_ID`

You should infer a transcript like:

  • User: "I need help with my account."
  • Agent: [Triggers Welcome Prompt and recognizes intent, proceeding to Request Account ID]

© GoogleCloudPlatform, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/cxas-cuj-report-generator/ingestors/frameworks/cyara of GoogleCloudPlatform/cxas-scrapi.

Open the folder on GitHubat commit ffba639

Compare with similar skills

Cxas Cyara Ingestor 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.

Cxas Cyara Ingestor compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cxas Cyara Ingestor this skillGoogleCloudPlatform/cxas-scrapi107—~497Automated safety check: PassApache-2.0
Emcaklofas/kicad-happy1.4k1 repos~2.8kAutomated safety check: PassMIT
Swig Testswig/swig6.3k—~2.3kAutomated safety check: PassCustom licence
Generate Test Cases342164796/generate-test-cases1191 repos~2.9kAutomated safety check: PassNone
Wioworkersio/skills200—~5.8kAutomated safety check: PassMIT
Verify Cc Safety Netkenryu42/cc-safety-net1.6k—~2kAutomated safety check: PassMIT

Similar skills

  • Emc

    aklofas/kicad-happy

    EMC pre-compliance risk analysis for KiCad PCB designs — 18 check categories, 44 rule IDs covering ground planes, decoupling, I/O filtering, switching harmonics, clock routing, differential pair…

    1.4k GitHub starsUsed in 1 repo~2.8k tokens
    Testing & QAAuto-check passed
  • Swig Test

    swig/swig

    Run SWIG test suite for specific languages. An agent skill from swig/swig.

    6.3k GitHub stars~2.3k tokensUpdated 2 days ago
    Testing & QAAuto-check passed
  • Generate Test Cases

    342164796/generate-test-cases

    自主学习型测试文档生成器。从需求文档(Markdown)生成测试用例 XMind 文件,支持持久化记忆和持续学习。当用户提到"生成测试用例"、"根据需求生成测试"时触发。

    119 GitHub starsUsed in 1 repo~2.9k tokens
    Testing & QAAuto-check passed
  • Wio

    workersio/skills

    Testing workflow skill for finding high-value test candidates, writing focused tests, generating realistic workloads, reviewing test value, and diagnosing test-suite health.

    200 GitHub stars~5.8k tokensUpdated 2 mo ago
    Testing & QAAuto-check passed
  • Verify Cc Safety Net

    kenryu42/cc-safety-net

    Launch and drive the real cc-safety-net CLI — the hook decision path, explain, status/doctor, logs, and the local policy GUI — against an isolated home, capturing evidence.

    1.6k GitHub stars~2k tokensUpdated today
    Testing & QAAuto-check passed
  • File Server

    microsoft/WindowsProtocolTestSuites

    Official

    ALWAYS LOAD THIS SKILL when working with FileServer, SMB, SMB2, SMB3, CIFS, file sharing, MS-SMB2, MS-FSCC, MS-FSA, MS-DFSC, MS-FSRVP, MS-RSVD, MS-SQOS, or any file server protocol test…

    567 GitHub stars~4.1k tokensUpdated 24 days ago
    Testing & QAAuto-check passed

More from GoogleCloudPlatform/cxas-scrapi

All 14 skills in this repo
  • Cxas Agent Foundry

    GoogleCloudPlatform/cxas-scrapi

    End-to-end GECX/CXAS/CES conversational agent lifecycle -- build agents from requirements (PRD-to-agent), create and run evals (goldens, simulations, tool tests, callback tests), debug failures, and…

    107 GitHub stars~2.4k tokensUpdated today
    Auto-check passed
  • Cxas Autolabel Rules

    GoogleCloudPlatform/cxas-scrapi

    Author, validate, and manage Contact Center AI (CCAI) Insights Autolabeling Rules.

    107 GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Cxas Configurable Dashboards

    GoogleCloudPlatform/cxas-scrapi

    Author, validate, and manage Contact Center AI (CCAI) Insights Configurable Dashboards.

    107 GitHub stars~1.8k tokensUpdated today
    Auto-check passed
  • Cxas Dfcx Migration

    GoogleCloudPlatform/cxas-scrapi

    Migrate Dialogflow CX (DFCX) agents to CXAS (Customer Experience Agent Studio) agents.

    107 GitHub stars~3.2k tokensUpdated today
    Auto-check passed
  • Cxas Loss Analysis

    GoogleCloudPlatform/cxas-scrapi

    Retrieves non-contained CCAI Insights conversations (losses), uses agent intelligence to cluster them into common failure patterns, and generates a markdown report.

    107 GitHub stars~1.5k tokensUpdated today
    Auto-check passed
  • Cxas Sim Eval

    GoogleCloudPlatform/cxas-scrapi

    Converts CXAS golden evaluations to SCRAPI SimulationEvals test cases.

    107 GitHub stars~1.2k tokensUpdated today
    Auto-check passed

Categories

Questions about Cxas Cyara Ingestor

What does Cxas Cyara Ingestor do?

Extracts conversational transcripts from Cyara XML test case files. Cxas Cyara Ingestor is an agent skill from GoogleCloudPlatform/cxas-scrapi. Extracts conversational transcripts from Cyara XML test case files.

When should I use Cxas Cyara Ingestor?

Cxas Cyara Ingestor fits situations like: tasks that involve Test generation.

How do I install Cxas Cyara Ingestor in Claude Code?

Run `npx skills add GoogleCloudPlatform/cxas-scrapi --skill cxas-cyara-ingestor -a claude-code`. Or copy the skill folder (.agents/skills/cxas-cuj-report-generator/ingestors/frameworks/cyara in GoogleCloudPlatform/cxas-scrapi) into .claude/skills/cxas-cyara-ingestor in your project. Claude Code loads it when a task matches its description.

How do I install Cxas Cyara Ingestor in Codex?

Run `npx skills add GoogleCloudPlatform/cxas-scrapi --skill cxas-cyara-ingestor -a codex`. Or copy the skill folder (.agents/skills/cxas-cuj-report-generator/ingestors/frameworks/cyara in GoogleCloudPlatform/cxas-scrapi) into .agents/skills/cxas-cyara-ingestor in your project. Codex loads it when a task matches its description.

Can I use Cxas Cyara Ingestor 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 GoogleCloudPlatform/cxas-scrapi --skill cxas-cyara-ingestor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cxas-cyara-ingestor, .gemini/skills/cxas-cyara-ingestor, .github/skills/cxas-cyara-ingestor and .opencode/skills/cxas-cyara-ingestor in your project.

What does Cxas Cyara Ingestor need to run?

SKILL.md names no scripts, command-line tools or credentials: Cxas Cyara Ingestor is instructions for the agent only.

Does Cxas Cyara Ingestor 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 Cxas Cyara Ingestor 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. Review the folder before installing.

What licence does Cxas Cyara Ingestor use?

Cxas Cyara Ingestor is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Cxas Cyara Ingestor use?

About 497 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Cxas Cyara Ingestor?

Skills that share tags, products or a category with Cxas Cyara Ingestor: Emc (aklofas/kicad-happy, 1.4k stars), Swig Test (swig/swig, 6.3k stars), Generate Test Cases (342164796/generate-test-cases, 119 stars) and Wio (workersio/skills, 200 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cxas Cyara Ingestor?

GoogleCloudPlatform (a GitHub organization) maintains it in GoogleCloudPlatform/cxas-scrapi, which has 107 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 9, 2026.

Source: GoogleCloudPlatform/cxas-scrapi on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.