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0xsline/OpenChatCut
A skill your agent uses when a OpenChatCut video editing or creation workflow needs export, render, download, share, final delivery, subtitle-file export, render choice, local-only asset handling…
A skill your agent uses when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team run", "what went wrong with this session", "how can…
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Install Analyze Team Session
$ npx skills add kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kenneth-liao/ai-launchpad-marketplace analyze-team-session --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/kenneth-liao/ai-launchpad-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agent-teams/skills/analyze-team-session .claude/skills/analyze-team-session && 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 "analyze-team-session" agent skill from https://github.com/kenneth-liao/ai-launchpad-marketplace/tree/main/agent-teams/skills/analyze-team-session into .claude/skills/analyze-team-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analyze-team-session", 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/kenneth-liao/ai-launchpad-marketplace/tree/main/agent-teams/skills/analyze-team-sessionType 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 kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kenneth-liao/ai-launchpad-marketplace analyze-team-session --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kenneth-liao/ai-launchpad-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agent-teams/skills/analyze-team-session .agents/skills/analyze-team-session && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "analyze-team-session" agent skill from https://github.com/kenneth-liao/ai-launchpad-marketplace/tree/main/agent-teams/skills/analyze-team-session into .agents/skills/analyze-team-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analyze-team-session", 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 kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kenneth-liao/ai-launchpad-marketplace analyze-team-session --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kenneth-liao/ai-launchpad-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agent-teams/skills/analyze-team-session .cursor/skills/analyze-team-session && 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 "analyze-team-session" agent skill from https://github.com/kenneth-liao/ai-launchpad-marketplace/tree/main/agent-teams/skills/analyze-team-session into .cursor/skills/analyze-team-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analyze-team-session", 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/kenneth-liao/ai-launchpad-marketplace.git --path agent-teams/skills/analyze-team-session--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 kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kenneth-liao/ai-launchpad-marketplace analyze-team-session --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kenneth-liao/ai-launchpad-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agent-teams/skills/analyze-team-session .gemini/skills/analyze-team-session && 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 "analyze-team-session" agent skill from https://github.com/kenneth-liao/ai-launchpad-marketplace/tree/main/agent-teams/skills/analyze-team-session into .gemini/skills/analyze-team-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analyze-team-session", 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 kenneth-liao/ai-launchpad-marketplace analyze-team-sessionInstalls 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 kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kenneth-liao/ai-launchpad-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/agent-teams/skills/analyze-team-session .github/skills/analyze-team-session && 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 "analyze-team-session" agent skill from https://github.com/kenneth-liao/ai-launchpad-marketplace/tree/main/agent-teams/skills/analyze-team-session into .github/skills/analyze-team-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analyze-team-session", 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 kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kenneth-liao/ai-launchpad-marketplace analyze-team-session --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kenneth-liao/ai-launchpad-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agent-teams/skills/analyze-team-session .opencode/skills/analyze-team-session && 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 "analyze-team-session" agent skill from https://github.com/kenneth-liao/ai-launchpad-marketplace/tree/main/agent-teams/skills/analyze-team-session into .opencode/skills/analyze-team-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analyze-team-session", 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
analyze-team-session- GitHub stars
- 126
- Token cost
- ~1.6k tokens
- SKILL.md length
- 589 words
- Files
- 2 (incl. references)
- Skills in repo
- 26
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team run", "what went wrong with this session", "how can…
- Works in 4 steps: Read the session export → Fetch the official documentation → Evaluate against the rubric → …
- Reviewing an agent team session export for quality
- SKILL.md covers When to Use, Workflow, Quality Checklist and Common Pitfalls
- Reaches code.claude.com
What it does
Analyze Team Session is an agent skill from kenneth-liao/ai-launchpad-marketplace. Use when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team run", "what went wrong with this session", "how can I improve my agent team usage", or when provided a markdown team session transcript and asked for feedback on agent teams effectiveness.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/rubric.md`).
When your agent uses it
- Reviewing an agent team session export for quality
- Asked to analyze this team session
- Review my agent team run
- What went wrong with this session
Example prompts
- “analyze this team session”
- “review my agent team run”
- “what went wrong with this session”
- “/analyze-team-session”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Read the session export
- Fetch the official documentation
- Evaluate against the rubric
- Write the analysis report
What it can do on your machine
Read from SKILL.md and the folder at commit 04b93d6. 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
Hosts in commands or code, which the agent is likely to contact:
code.claude.com
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
Analyze Team Session loads about 1.6k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 84 tokens; SKILL.md has 589 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 589 words (~1,587 tokens).
“Analyze an agent team session export against the official Claude Code agent teams best practices. Produce a structured report with a suitability verdict, scorecard, actionable recommendations, and an improved prompt rewrite.”
- name
- analyze-team-session
- user-invocable
- true
- argument-hint
- <path-to-export.md>
Files
SKILL.md and 1 other file (references) in agent-teams/skills/analyze-team-session of kenneth-liao/ai-launchpad-marketplace.
- SKILL.md
- references/rubric.md
Open the folder on GitHubat commit 04b93d6
Compare with similar skills
Analyze Team Session 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 |
|---|---|---|---|---|---|---|
| Analyze Team Session this skillkenneth-liao/ai-launchpad-marketplace | 126 | — | ~1.6k | Automated safety check: Pass | None | |
| Export0xsline/OpenChatCut | 2.2k | — | ~2.2k | Automated safety check: Warn | AGPL-3.0 | |
| ExportJaguarJack/catch-admin | 935 | — | ~321 | Automated safety check: Pass | Apache-2.0 | |
| ExportZimoLiao/scholaraio | 577 | — | ~1.6k | Automated safety check: Pass | MIT | |
| ExportThinkfleetAI/memmesh | 420 | — | ~348 | Automated safety check: Pass | Apache-2.0 | |
| ExecuTorch Model Exportpytorch/executorch | 5.1k | — | ~238 | Automated safety check: Pass | Custom licence |
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Questions about Analyze Team Session
What does Analyze Team Session do?
A skill your agent uses when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team run", "what went wrong with this session", "how can…. Analyze Team Session is an agent skill from kenneth-liao/ai-launchpad-marketplace. Use when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team run", "what went wrong with this session", "how can I improve my agent team usage", or when provided a markdown team session transcript and asked for feedback on agent teams effectiveness.
When should I use Analyze Team Session?
Analyze Team Session fits situations like: reviewing an agent team session export for quality; asked to analyze this team session; review my agent team run; what went wrong with this session.
How do I install Analyze Team Session in Claude Code?
Run `npx skills add kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a claude-code`. Or copy the skill folder (agent-teams/skills/analyze-team-session in kenneth-liao/ai-launchpad-marketplace) into .claude/skills/analyze-team-session in your project. Claude Code loads it when a task matches its description.
How do I install Analyze Team Session in Codex?
Run `npx skills add kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a codex`. Or copy the skill folder (agent-teams/skills/analyze-team-session in kenneth-liao/ai-launchpad-marketplace) into .agents/skills/analyze-team-session in your project. Codex loads it when a task matches its description.
Can I use Analyze Team Session 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 kenneth-liao/ai-launchpad-marketplace --skill analyze-team-session -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/analyze-team-session, .gemini/skills/analyze-team-session, .github/skills/analyze-team-session and .opencode/skills/analyze-team-session in your project.
What does Analyze Team Session need to run?
SKILL.md names no scripts, command-line tools or credentials: Analyze Team Session is instructions for the agent only.
Does Analyze Team Session access the network?
SKILL.md names 1 domain. In commands or code: code.claude.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Analyze Team Session 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 Analyze Team Session use?
No licence was found for Analyze Team Session or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Analyze Team Session use?
About 1.6k tokens (SKILL.md is roughly 6.3k 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 1.1k tokens, read only when the agent opens those files.
What are the alternatives to Analyze Team Session?
Skills that share tags, products or a category with Analyze Team Session: Export (0xsline/OpenChatCut, 2.2k stars), Export (JaguarJack/catch-admin, 935 stars), Export (ZimoLiao/scholaraio, 577 stars) and Export (ThinkfleetAI/memmesh, 420 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Analyze Team Session?
kenneth-liao (a GitHub user) maintains it in kenneth-liao/ai-launchpad-marketplace, which has 126 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on March 23, 2026.
Source: kenneth-liao/ai-launchpad-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.