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.
Record, search, resolve, reopen, supersede, promote, or retire NiceEval development problems, decisions, and reusable insights.
No licenceAuto-check passed
Install Memory
$ npx skills add NiceEval/NiceEval --skill memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install NiceEval/NiceEval memory --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/NiceEval/NiceEval.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/memory .claude/skills/memory && 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 "memory" agent skill from https://github.com/NiceEval/NiceEval/tree/main/.agents/skills/memory into .claude/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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/NiceEval/NiceEval/tree/main/.agents/skills/memoryType 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 NiceEval/NiceEval --skill memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install NiceEval/NiceEval memory --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NiceEval/NiceEval.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/memory .agents/skills/memory && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory" agent skill from https://github.com/NiceEval/NiceEval/tree/main/.agents/skills/memory into .agents/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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 NiceEval/NiceEval --skill memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install NiceEval/NiceEval memory --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NiceEval/NiceEval.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/memory .cursor/skills/memory && 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 "memory" agent skill from https://github.com/NiceEval/NiceEval/tree/main/.agents/skills/memory into .cursor/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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/NiceEval/NiceEval.git --path .agents/skills/memory--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 NiceEval/NiceEval --skill memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install NiceEval/NiceEval memory --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NiceEval/NiceEval.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/memory .gemini/skills/memory && 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 "memory" agent skill from https://github.com/NiceEval/NiceEval/tree/main/.agents/skills/memory into .gemini/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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 NiceEval/NiceEval memoryInstalls 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 NiceEval/NiceEval --skill memory -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/NiceEval/NiceEval.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/memory .github/skills/memory && 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 "memory" agent skill from https://github.com/NiceEval/NiceEval/tree/main/.agents/skills/memory into .github/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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 NiceEval/NiceEval --skill memory -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install NiceEval/NiceEval memory --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NiceEval/NiceEval.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/memory .opencode/skills/memory && 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 "memory" agent skill from https://github.com/NiceEval/NiceEval/tree/main/.agents/skills/memory into .opencode/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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
memory- GitHub stars
- 157
- Token cost
- ~804 tokens
- SKILL.md length
- 423 words
- Files
- 1
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- None found
At a glance
Record, search, resolve, reopen, supersede, promote, or retire NiceEval development problems, decisions, and reusable insights.
- Calls pnpm
What it does
Memory is an agent skill from NiceEval/NiceEval. Record, search, resolve, reopen, supersede, promote, or retire NiceEval development problems, decisions, and reusable insights.
Its SKILL.md is about 800 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: build eval for your agent in 10 mins.
Example prompts
- “/memory”
What it can do on your machine
Read from SKILL.md and the folder at commit 97f06fe. 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
Memory loads about 804 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 423 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 423 words (~804 tokens).
“Read the Memory design before changing structured Memory state. Run pnpm memory --help for current syntax.”
- name
- memory
- metadata.command
- pnpm memory
- metadata.design
- docs/engineering/feedback-memory/README.md
Files
Just SKILL.md in .agents/skills/memory of NiceEval/NiceEval.
Open the folder on GitHubat commit 97f06fe
Compare with similar skills
Memory 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 |
|---|---|---|---|---|---|---|
| Memory this skillNiceEval/NiceEval | 157 | — | ~804 | Automated safety check: Pass | None | |
| 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 |
Similar skills
@pierre/diffs Code Rendering
pierrecomputer/pierre
Guides an agent through using @pierre/diffs to render syntax-highlighted files and diffs, and to build editing and review surfaces in React or plain JavaScript.
React Router Release Notes Prep
remix-run/react-router
Polishes pending React Router change files before the versioning scripts run, and decides whether a long-form What's Changed section is warranted.
Vuetify Playground
vuetifyjs/vuetify
Maintains the Vuetify repo's local Playground.vue so contributors get a realistic reproduction and a short demo they can paste into a pull request description.
- Official
React Sync
vercel/next.js
Build local React changes in the bundle variants consumed by Next.js, sync them into a local Next.js checkout, and test the resulting integration.
Link Workspace Packages
nomcopter/react-mosaic
Link workspace packages in monorepos (npm, yarn, pnpm, bun).
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Issue
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Prepare, deduplicate, create, triage, update, close, or safely retry NiceEval GitHub Issues from public sanitized observations.
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Related
Works with
Questions about Memory
What does Memory do?
Record, search, resolve, reopen, supersede, promote, or retire NiceEval development problems, decisions, and reusable insights. Memory is an agent skill from NiceEval/NiceEval. Record, search, resolve, reopen, supersede, promote, or retire NiceEval development problems, decisions, and reusable insights.
How do I install Memory in Claude Code?
Run `npx skills add NiceEval/NiceEval --skill memory -a claude-code`. Or copy the skill folder (.agents/skills/memory in NiceEval/NiceEval) into .claude/skills/memory in your project. Claude Code loads it when a task matches its description.
How do I install Memory in Codex?
Run `npx skills add NiceEval/NiceEval --skill memory -a codex`. Or copy the skill folder (.agents/skills/memory in NiceEval/NiceEval) into .agents/skills/memory in your project. Codex loads it when a task matches its description.
Can I use Memory 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 NiceEval/NiceEval --skill memory -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory, .gemini/skills/memory, .github/skills/memory and .opencode/skills/memory in your project.
What does Memory need to run?
Going by SKILL.md and its folder, Memory needs the command-line tools its instructions call (pnpm).
Does Memory 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 Memory 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 Memory use?
No licence was found for Memory or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Memory use?
About 804 tokens (SKILL.md is roughly 3.2k 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 Memory?
Skills that share tags, products or a category with Memory: 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 Memory?
NiceEval (a GitHub organization) maintains it in NiceEval/NiceEval, which has 157 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 8, 2026.
Source: NiceEval/NiceEval on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.