DeerFlow Smoke Test
bytedance/deer-flow
Walks through an end-to-end smoke test of a DeerFlow deployment: pull the latest code, deploy with Docker or locally, verify services, run health checks and write a report.
A skill your agent uses when asked to deal with a wallet's network traffic data, for automated analysis and classification.
MITAuto-check passed
Install Wallet Data Collection
$ npx skills add walletbeat/walletbeat --skill wallet-data-collection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install walletbeat/walletbeat wallet-data-collection --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/walletbeat/walletbeat.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/wallet-data-collection .claude/skills/wallet-data-collection && 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 "wallet-data-collection" agent skill from https://github.com/walletbeat/walletbeat/tree/beta/.agents/skills/wallet-data-collection into .claude/skills/wallet-data-collection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wallet-data-collection", 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/walletbeat/walletbeat/tree/beta/.agents/skills/wallet-data-collectionType 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 walletbeat/walletbeat --skill wallet-data-collection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install walletbeat/walletbeat wallet-data-collection --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/walletbeat/walletbeat.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/wallet-data-collection .agents/skills/wallet-data-collection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "wallet-data-collection" agent skill from https://github.com/walletbeat/walletbeat/tree/beta/.agents/skills/wallet-data-collection into .agents/skills/wallet-data-collection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wallet-data-collection", 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 walletbeat/walletbeat --skill wallet-data-collection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install walletbeat/walletbeat wallet-data-collection --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/walletbeat/walletbeat.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/wallet-data-collection .cursor/skills/wallet-data-collection && 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 "wallet-data-collection" agent skill from https://github.com/walletbeat/walletbeat/tree/beta/.agents/skills/wallet-data-collection into .cursor/skills/wallet-data-collection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wallet-data-collection", 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/walletbeat/walletbeat.git --path .agents/skills/wallet-data-collection--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 walletbeat/walletbeat --skill wallet-data-collection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install walletbeat/walletbeat wallet-data-collection --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/walletbeat/walletbeat.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/wallet-data-collection .gemini/skills/wallet-data-collection && 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 "wallet-data-collection" agent skill from https://github.com/walletbeat/walletbeat/tree/beta/.agents/skills/wallet-data-collection into .gemini/skills/wallet-data-collection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wallet-data-collection", 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 walletbeat/walletbeat wallet-data-collectionInstalls 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 walletbeat/walletbeat --skill wallet-data-collection -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/walletbeat/walletbeat.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/wallet-data-collection .github/skills/wallet-data-collection && 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 "wallet-data-collection" agent skill from https://github.com/walletbeat/walletbeat/tree/beta/.agents/skills/wallet-data-collection into .github/skills/wallet-data-collection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wallet-data-collection", 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 walletbeat/walletbeat --skill wallet-data-collection -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install walletbeat/walletbeat wallet-data-collection --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/walletbeat/walletbeat.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/wallet-data-collection .opencode/skills/wallet-data-collection && 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 "wallet-data-collection" agent skill from https://github.com/walletbeat/walletbeat/tree/beta/.agents/skills/wallet-data-collection into .opencode/skills/wallet-data-collection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wallet-data-collection", 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
wallet-data-collection- GitHub stars
- 119
- Token cost
- ~568 tokens
- SKILL.md length
- 319 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when asked to deal with a wallet's network traffic data, for automated analysis and classification.
- Asked to deal with a wallets network traffic data
- Calls pnpm
- For automated analysis and classification
What it does
Wallet Data Collection is an agent skill from walletbeat/walletbeat. Use when asked to deal with a wallet's network traffic data, for automated analysis and classification. Also required whenever pnpm wallet-data-collection is used.
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with pnpm. The repository describes itself as: An open repository of EVM-compatible wallets 🌸. The licence is MIT.
When your agent uses it
- Asked to deal with a wallets network traffic data
- For automated analysis and classification
Example prompts
- “/wallet-data-collection”
What it can do on your machine
Read from SKILL.md and the folder at commit 461671d. 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
Shell commands in SKILL.md call:
pnpm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pnpm, which can reach the network depending on how they are called.
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
Wallet Data Collection loads about 568 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 319 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
The full file from walletbeat/walletbeat at commit 461671d, republished under its MIT licence (© walletbeat). 319 words, ~568 tokens.
Download SKILL.mdSave it as
.claude/skills/wallet-data-collection/SKILL.md (or your agent's skills folder).- name
- wallet-data-collection
- description
- Use when asked to deal with a wallet's network traffic data, for automated analysis and classification. Also required whenever `pnpm wallet-data-collection` is used.
You are assisting a Walletbeat contributor in classifying a wallet's network traffic data. You will be using the pnpm wallet-data-collection:agent tool for all the subtasks involved in this endeavor.
You will need the following pieces of information upfront:
- A wallet's ID (
walletId), as recorded in Walletbeat. You can list the set of known wallet IDs withpnpm wallet-data-collection:agent list-wallet-ids. - The variant being tested for this wallet (
walletVariant). Some wallets have a desktop, mobile, or browser extension variants. Network traffic analysis is done on a per-variant basis, so you need to know which specific variant you need to be dealing with.
If you do not know these pieces of information, ask the user about it. Once you know, follow the rest of these steps.
- Read the
src/tools/wallet-data-collection/README.mdfile in its entirety. This will explain to you how thepnpm wallet-data-collectiontool works. - Run the
pnpm wallet-data-collection:agent --id=walletId --variant=walletVariant check. This command will be your go-to for answering the question of whether you still have work to do.
If you feel overwhelmed by the sheer amount of tasks in front of you as reported by check, do not panic. Your task is simply to make some progress at all. Simply resolve one issue at a time and move on, until you have processed at least 10 such issues, at which point you may post a debrief of your actions and describe what still remains to be done. Do not classify things in bulk.
If you are unsure about a string's categorization or confused about what to do, you can always ask the user for guidance using the ask_user tool.
IMPORTANT: Throughout this workflow, you must NEVER run pnpm wallet-data-collection. Always run pnpm wallet-data-collection:agent instead.
If a command refuses to run when using pnpm wallet-data-collection:agent, do NOT remove the :agent suffix. Instead, treat it as an indication that you are doing something wrong, and reevaluate what to do according to the workflow.
© walletbeat, MIT. 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/wallet-data-collection of walletbeat/walletbeat.
Open the folder on GitHubat commit 461671d
Compare with similar skills
Wallet Data Collection 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 |
|---|---|---|---|---|---|---|
| Wallet Data Collection this skillwalletbeat/walletbeat | 119 | — | ~568 | Automated safety check: Pass | MIT | |
| DeerFlow Smoke Testbytedance/deer-flow | 83k | — | ~2.5k | Automated safety check: Notes | MIT | |
| @pierre/diffs Code Renderingpierrecomputer/pierre | 6.2k | 2 repos | ~803 | Automated safety check: Pass | Apache-2.0 | |
| React Router Release Notes Prepremix-run/react-router | 57k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Vuetify Playgroundvuetifyjs/vuetify | 41k | — | ~730 | Automated safety check: Pass | Custom licence | |
| React Syncvercel/next.js | 143k | — | ~486 | Automated safety check: Pass | MIT |
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Related
Works with
Questions about Wallet Data Collection
What does Wallet Data Collection do?
A skill your agent uses when asked to deal with a wallet's network traffic data, for automated analysis and classification. Wallet Data Collection is an agent skill from walletbeat/walletbeat. Use when asked to deal with a wallet's network traffic data, for automated analysis and classification.
When should I use Wallet Data Collection?
Wallet Data Collection fits situations like: asked to deal with a wallets network traffic data; for automated analysis and classification.
How do I install Wallet Data Collection in Claude Code?
Run `npx skills add walletbeat/walletbeat --skill wallet-data-collection -a claude-code`. Or copy the skill folder (.agents/skills/wallet-data-collection in walletbeat/walletbeat) into .claude/skills/wallet-data-collection in your project. Claude Code loads it when a task matches its description.
How do I install Wallet Data Collection in Codex?
Run `npx skills add walletbeat/walletbeat --skill wallet-data-collection -a codex`. Or copy the skill folder (.agents/skills/wallet-data-collection in walletbeat/walletbeat) into .agents/skills/wallet-data-collection in your project. Codex loads it when a task matches its description.
Can I use Wallet Data Collection 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 walletbeat/walletbeat --skill wallet-data-collection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wallet-data-collection, .gemini/skills/wallet-data-collection, .github/skills/wallet-data-collection and .opencode/skills/wallet-data-collection in your project.
What does Wallet Data Collection need to run?
Going by SKILL.md and its folder, Wallet Data Collection needs the command-line tools its instructions call (pnpm).
Does Wallet Data Collection 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 Wallet Data Collection 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 Wallet Data Collection use?
Wallet Data Collection is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Wallet Data Collection use?
About 568 tokens (SKILL.md is roughly 2.3k 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 Wallet Data Collection?
Skills that share tags, products or a category with Wallet Data Collection: DeerFlow Smoke Test (bytedance/deer-flow, 83k stars), @pierre/diffs Code Rendering (pierrecomputer/pierre, 6.2k stars), React Router Release Notes Prep (remix-run/react-router, 57k stars) and Vuetify Playground (vuetifyjs/vuetify, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wallet Data Collection?
walletbeat (a GitHub organization) maintains it in walletbeat/walletbeat, which has 119 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 7, 2026.
Source: walletbeat/walletbeat on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.