Building Livekit Agents
livekit-examples/agent-starter-python
Builds voice and chat AI agents with LiveKit Agents and LiveKit Cloud.
Perform an evidence-based review of a fixed change boundary.
Install Reviewing Change
$ npx skills add rapidaai/voice-ai --skill reviewing-change -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rapidaai/voice-ai reviewing-change --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/rapidaai/voice-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/reviewing-change .claude/skills/reviewing-change && 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 "reviewing-change" agent skill from https://github.com/rapidaai/voice-ai/tree/main/.codex/skills/reviewing-change into .claude/skills/reviewing-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewing-change", 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/rapidaai/voice-ai/tree/main/.codex/skills/reviewing-changeType 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 rapidaai/voice-ai --skill reviewing-change -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rapidaai/voice-ai reviewing-change --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rapidaai/voice-ai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/reviewing-change .agents/skills/reviewing-change && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "reviewing-change" agent skill from https://github.com/rapidaai/voice-ai/tree/main/.codex/skills/reviewing-change into .agents/skills/reviewing-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewing-change", 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 rapidaai/voice-ai --skill reviewing-change -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rapidaai/voice-ai reviewing-change --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rapidaai/voice-ai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/reviewing-change .cursor/skills/reviewing-change && 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 "reviewing-change" agent skill from https://github.com/rapidaai/voice-ai/tree/main/.codex/skills/reviewing-change into .cursor/skills/reviewing-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewing-change", 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/rapidaai/voice-ai.git --path .codex/skills/reviewing-change--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 rapidaai/voice-ai --skill reviewing-change -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rapidaai/voice-ai reviewing-change --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rapidaai/voice-ai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/reviewing-change .gemini/skills/reviewing-change && 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 "reviewing-change" agent skill from https://github.com/rapidaai/voice-ai/tree/main/.codex/skills/reviewing-change into .gemini/skills/reviewing-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewing-change", 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 rapidaai/voice-ai reviewing-changeInstalls 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 rapidaai/voice-ai --skill reviewing-change -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rapidaai/voice-ai.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/reviewing-change .github/skills/reviewing-change && 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 "reviewing-change" agent skill from https://github.com/rapidaai/voice-ai/tree/main/.codex/skills/reviewing-change into .github/skills/reviewing-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewing-change", 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 rapidaai/voice-ai --skill reviewing-change -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rapidaai/voice-ai reviewing-change --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rapidaai/voice-ai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/reviewing-change .opencode/skills/reviewing-change && 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 "reviewing-change" agent skill from https://github.com/rapidaai/voice-ai/tree/main/.codex/skills/reviewing-change into .opencode/skills/reviewing-change/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reviewing-change", 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
reviewing-change- GitHub stars
- 745
- Token cost
- ~751 tokens
- SKILL.md length
- 351 words
- Files
- 3
- Skills in repo
- 26
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Perform an evidence-based review of a fixed change boundary.
- Works in 8 steps: Acceptance criteria and user-visible… → Public and internal contracts,… → Authentication, authorization, tenant… → …
- Independent code review
- SKILL.md covers Mission, Independence and mutation, Freeze the candidate and Review order, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Reviewing Change is an agent skill from rapidaai/voice-ai. Perform an evidence-based review of a fixed change boundary. Use for self-review, independent code review, pre-merge review, or review of production behavior changes after verification.
Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `agents/openai.yaml` and `examples/sample.md`).
It sits in AI & LLM Engineering, covering Speech recognition and synthesis. The repository describes itself as: Rapida is an open-source, end-to-end voice AI orchestration platform for building real-time conversational voice agents with audio streaming, STT, TTS, VAD, multi-channel…
When your agent uses it
- Independent code review
- Pre-merge review
- Review of production behavior changes after verification
Example prompts
- “/reviewing-change”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Acceptance criteria and user-visible behavior.
- Public and internal contracts, compatibility, and data ownership.
- Authentication, authorization, tenant isolation, and secret handling.
- Failure paths, cancellation, timeouts, retries, partial success, and cleanup.
- Concurrency, resource lifetime, ordering, and shutdown.
- Observability and operational recovery.
- Test quality, including success, fallback, regression, and factory selection.
- KISS, YAGNI, duplicate state, and unnecessary abstraction.
What it can do on your machine
Read from SKILL.md and the folder at commit 3c9caac. 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
Reviewing Change loads about 751 tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 351 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); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 351 words (~751 tokens).
“Determine whether the exact candidate satisfies its acceptance criteria without introducing correctness, ownership, compatibility, safety, or verification defects.”
- name
- reviewing-change
Files
SKILL.md and 2 other files in .codex/skills/reviewing-change of rapidaai/voice-ai.
- SKILL.md
- agents/openai.yaml
- examples/sample.md
Open the folder on GitHubat commit 3c9caac
Compare with similar skills
Reviewing Change 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 |
|---|---|---|---|---|---|---|
| Reviewing Change this skillrapidaai/voice-ai | 745 | — | ~751 | Automated safety check: Pass | Custom licence | |
| Building Livekit Agentslivekit-examples/agent-starter-python | 264 | 1 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Retellai CI Integrationjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~497 | Automated safety check: Pass | MIT | |
| Retellai Debug Bundlejeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~502 | Automated safety check: Pass | MIT | |
| Digital Health Clinical Asr SetupNVIDIA/skills | 3.6k | — | ~4.5k | Automated safety check: Notes | Apache-2.0 | |
| Retellai SDK Patternsjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT |
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Retellai CI Integration
jeremylongshore/tons-of-skills-marketplace
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Retellai Debug Bundle
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Retell AI debug bundle — AI voice agent and phone call automation.
- Official
Digital Health Clinical Asr Setup
NVIDIA/skills
Stage 1 of Clinical ASR Flywheel. An agent skill from NVIDIA/skills.
Retellai SDK Patterns
jeremylongshore/tons-of-skills-marketplace
Production-ready Retell AI SDK patterns for voice agent applications.
Triage
TalAter/annyang
Triage and close GitHub issues on TalAter/annyang. An agent skill from TalAter/annyang.
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Categories
Questions about Reviewing Change
What does Reviewing Change do?
Perform an evidence-based review of a fixed change boundary. Reviewing Change is an agent skill from rapidaai/voice-ai. Perform an evidence-based review of a fixed change boundary.
When should I use Reviewing Change?
Reviewing Change fits situations like: independent code review; pre-merge review; review of production behavior changes after verification.
How do I install Reviewing Change in Claude Code?
Run `npx skills add rapidaai/voice-ai --skill reviewing-change -a claude-code`. Or copy the skill folder (.codex/skills/reviewing-change in rapidaai/voice-ai) into .claude/skills/reviewing-change in your project. Claude Code loads it when a task matches its description.
How do I install Reviewing Change in Codex?
Run `npx skills add rapidaai/voice-ai --skill reviewing-change -a codex`. Or copy the skill folder (.codex/skills/reviewing-change in rapidaai/voice-ai) into .agents/skills/reviewing-change in your project. Codex loads it when a task matches its description.
Can I use Reviewing Change 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 rapidaai/voice-ai --skill reviewing-change -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reviewing-change, .gemini/skills/reviewing-change, .github/skills/reviewing-change and .opencode/skills/reviewing-change in your project.
What does Reviewing Change need to run?
SKILL.md names no scripts, command-line tools or credentials: Reviewing Change is instructions for the agent only.
Does Reviewing Change 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 Reviewing Change 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 Reviewing Change use?
Reviewing Change has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Reviewing Change use?
About 751 tokens (SKILL.md is roughly 3k 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 Reviewing Change?
Skills that share tags, products or a category with Reviewing Change: Building Livekit Agents (livekit-examples/agent-starter-python, 264 stars), Retellai CI Integration (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Retellai Debug Bundle (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Digital Health Clinical Asr Setup (NVIDIA/skills, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Reviewing Change?
rapidaai (a GitHub organization) maintains it in rapidaai/voice-ai, which has 745 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on October 6, 2026.
Source: rapidaai/voice-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.