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.
Run a full implementation verification pass after code or data changes.
$ npx skills add team-attention/hoyeon --skill verify -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install team-attention/hoyeon verify --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/team-attention/hoyeon.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/verify .claude/skills/verify && 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 "verify" agent skill from https://github.com/team-attention/hoyeon/tree/main/skills/verify into .claude/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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/team-attention/hoyeon/tree/main/skills/verifyType 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 team-attention/hoyeon --skill verify -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install team-attention/hoyeon verify --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/hoyeon.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/verify .agents/skills/verify && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "verify" agent skill from https://github.com/team-attention/hoyeon/tree/main/skills/verify into .agents/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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 team-attention/hoyeon --skill verify -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install team-attention/hoyeon verify --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/hoyeon.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/verify .cursor/skills/verify && 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 "verify" agent skill from https://github.com/team-attention/hoyeon/tree/main/skills/verify into .cursor/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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/team-attention/hoyeon.git --path skills/verify--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 team-attention/hoyeon --skill verify -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install team-attention/hoyeon verify --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/hoyeon.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/verify .gemini/skills/verify && 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 "verify" agent skill from https://github.com/team-attention/hoyeon/tree/main/skills/verify into .gemini/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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 team-attention/hoyeon verifyInstalls 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 team-attention/hoyeon --skill verify -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/team-attention/hoyeon.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/verify .github/skills/verify && 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 "verify" agent skill from https://github.com/team-attention/hoyeon/tree/main/skills/verify into .github/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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 team-attention/hoyeon --skill verify -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install team-attention/hoyeon verify --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/hoyeon.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/verify .opencode/skills/verify && 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 "verify" agent skill from https://github.com/team-attention/hoyeon/tree/main/skills/verify into .opencode/skills/verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify", 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.
verifyRun a full implementation verification pass after code or data changes.
Verify is an agent skill from team-attention/hoyeon. Run a full implementation verification pass after code or data changes. Use when the user asks to verify, QA, smoke test, run checks, validate a feature, inspect a local app in the browser, capture screenshots, or turn discovered QA issues into regression tests/checklists with user approval.
Its SKILL.md is about 1.2k 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 QA and bug reports. It works with pnpm. The repository describes itself as: Requirements-first Harness — derive, verify, execute. The licence is MIT.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 7cff032. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
pnpmFrom the folder's file list and the shell code blocks in SKILL.md.
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.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Verify loads about 1.2k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 578 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.
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.
The full file from team-attention/hoyeon at commit 7cff032, republished under its MIT licence (© team-attention). 578 words, ~1,216 tokens.
.claude/skills/verify/SKILL.md (or your agent's skills folder).Use this skill as a quality gate after implementation. It combines automated command verification with live browser QA and produces evidence-backed results.
You are a verification agent, not an implementation agent.
Default behavior:
chromux for browser QA when available.Allowed after explicit user approval:
.hoyeon/verify/* profile/checklist/report artifacts.Do not fix product code in this skill. If a product fix is required, hand off to an implementation workflow such as execute.
Extract the verification target from the user request:
If the request is ambiguous, make a reasonable first pass from repo context. Ask only when the missing detail prevents verification.
Read the smallest useful context:
package.json.hoyeon/verify/profile.json or .hoyeon/verify/checklist.md if presentPrefer existing repo commands over inventing new ones.
Run applicable checks, usually in this order:
For JavaScript/TypeScript repos, common commands are:
pnpm lintpnpm typecheckpnpm buildpnpm testpnpm test:e2epnpm verifyDo not assume all commands exist. Inspect scripts first.
Use chromux when available. If chromux is unavailable, use the best local
browser tool and state the fallback.
Browser QA should exercise the actual user flow, not only page load:
Default screenshot directory:
artifacts/screenshots/If the repo has .hoyeon/verify/profile.json, follow its URL, command, and
scenario hints.
Classify every issue:
blocking: breaks the requested behavior or a core user pathmajor: important UX/data/reliability problem with a workaroundminor: polish, clarity, or low-risk issuetest-gap: behavior works now but lacks regression coverageFor each finding include:
If QA finds an issue that should be caught next time, ask the user before updating verification assets.
Approval-gated updates may include:
.hoyeon/verify/checklist.md.hoyeon/verify/profile.json.hoyeon/verify/runs/<timestamp>/Do not apply these updates silently unless the user already asked for automatic verification asset updates.
Final response should be concise and evidence-backed:
pass, pass_with_warnings, or failIf checks were not run, say exactly why.
When writing artifacts, prefer:
.hoyeon/verify/
profile.json
checklist.md
runs/
YYYY-MM-DD-HHMMSS/
report.md
findings.json
command-log.md
screenshots/Keep .hoyeon/verify/latest-report.md as a copy or short pointer to the newest
run when useful.
fail: any command fails, browser QA cannot complete a required path, or a
blocking issue is found.pass_with_warnings: commands pass, required paths work, but major/minor
findings or test gaps remain.pass: commands pass, browser QA passes, and no material findings remain.© team-attention, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/verify of team-attention/hoyeon.
Open the folder on GitHubat commit 7cff032
Verify 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 |
|---|---|---|---|---|---|---|
| Verify this skillteam-attention/hoyeon | 173 | — | ~1.2k | Automated safety check: Pass | MIT | |
| DeerFlow Smoke Testbytedance/deer-flow | 83k | — | ~2.5k | Automated safety check: Notes | MIT | |
| OpenWork Desktop CDP Driverdifferent-ai/openwork | 24k | — | ~465 | Automated safety check: Pass | Custom licence | |
| Desktop Dual Repo TestEynzof/Hermes-CN-Desktop | 1.7k | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Ya Runkzahel/yepanywhere | 533 | — | ~957 | Automated safety check: Pass | MIT | |
| OpenWork Electron Browser Automationdifferent-ai/openwork | 24k | — | ~780 | Automated safety check: Pass | Custom licence |
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.
different-ai/openwork
Drives a running OpenWork desktop window over CDP from the shell to evaluate JS, take screenshots, start sessions and send prompts for hand checks.
Eynzof/Hermes-CN-Desktop
A skill your agent uses when starting or verifying Hermes Agent CN Desktop with the latest Hermes-CN-Desktop and Hermes-CN-Core branches — dev smoke test (pnpm tauri:dev), packaged beta/release…
kzahel/yepanywhere
Launch and drive Yep Anywhere — an isolated dev server plus real browser interaction — and run the repository's check suite.
different-ai/openwork
Attaches OpenCode browser tools to the OpenWork Electron dev app through CDP to explore its UI, send a composer task and debug, not to give test verdicts.
AgriciDaniel/seo-os
A skill your agent uses when asked to run, boot, start, dev-serve, smoke-test, or drive the SEO Office app, or to confirm a change works end-to-end in the real running app (UI → orchestrator → brain…
team-attention/hoyeon
This skill should be used when the user asks to "analyze session", "evaluate skill execution", "check session logs", provides a session ID with a skill path, or wants to verify that a skill executed…
team-attention/hoyeon
Recon-first browser automation. An agent skill from team-attention/hoyeon.
team-attention/hoyeon
This skill should be used when the user wants to verify their changes before pushing, or update the project's rule checklists.
team-attention/hoyeon
This skill should be used when the user says "/compound", "compound this", "document learnings", "save what we learned", or after completing a PR.
team-attention/hoyeon
Systematically QA test any application — web apps, native macOS apps, Electron apps, CLI tools, interactive REPLs, or anything on screen.
team-attention/hoyeon
Collect diverse opinions on technical topics from developer communities.
Works with
Categories
Run a full implementation verification pass after code or data changes. Verify is an agent skill from team-attention/hoyeon. Run a full implementation verification pass after code or data changes.
Verify fits situations like: the user asks to verify; validate a feature; inspect a local app in the browser; capture screenshots.
Run `npx skills add team-attention/hoyeon --skill verify -a claude-code`. Or copy the skill folder (skills/verify in team-attention/hoyeon) into .claude/skills/verify in your project. Claude Code loads it when a task matches its description.
Run `npx skills add team-attention/hoyeon --skill verify -a codex`. Or copy the skill folder (skills/verify in team-attention/hoyeon) into .agents/skills/verify in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add team-attention/hoyeon --skill verify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/verify, .gemini/skills/verify, .github/skills/verify and .opencode/skills/verify in your project.
Going by SKILL.md and its folder, Verify needs the command-line tools its instructions call (pnpm).
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.
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.
Verify is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Verify: DeerFlow Smoke Test (bytedance/deer-flow, 83k stars), OpenWork Desktop CDP Driver (different-ai/openwork, 24k stars), Desktop Dual Repo Test (Eynzof/Hermes-CN-Desktop, 1.7k stars) and Ya Run (kzahel/yepanywhere, 533 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
team-attention (a GitHub organization) maintains it in team-attention/hoyeon, which has 173 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on May 21, 2026.
Source: team-attention/hoyeon on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.