Kimi Datasource
MoonshotAI/kimi-code
Universal data-source assistant for stocks (Wind, S&P, SEC EDGAR), macro (World Bank, IMF, FRED, NBS), Chinese government data and standards (GB/HB/DB/TT), corporate, academic, legal, WHO/FAO/OECD…
Use Nowledge Mem from Kimi Code for startup context, memory search, durable saves, thread search, and Kimi Code transcript import.
Install Nowledge Mem
$ npx skills add nowledge-co/community --skill nowledge-mem -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nowledge-co/community nowledge-mem --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/nowledge-co/community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/nowledge-mem-kimi-code-plugin/skills/nowledge-mem .claude/skills/nowledge-mem && 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 "nowledge-mem" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-kimi-code-plugin/skills/nowledge-mem into .claude/skills/nowledge-mem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nowledge-mem", 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/nowledge-co/community/tree/main/nowledge-mem-kimi-code-plugin/skills/nowledge-memType 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 nowledge-co/community --skill nowledge-mem -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nowledge-co/community nowledge-mem --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nowledge-co/community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/nowledge-mem-kimi-code-plugin/skills/nowledge-mem .agents/skills/nowledge-mem && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nowledge-mem" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-kimi-code-plugin/skills/nowledge-mem into .agents/skills/nowledge-mem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nowledge-mem", 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 nowledge-co/community --skill nowledge-mem -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nowledge-co/community nowledge-mem --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nowledge-co/community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/nowledge-mem-kimi-code-plugin/skills/nowledge-mem .cursor/skills/nowledge-mem && 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 "nowledge-mem" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-kimi-code-plugin/skills/nowledge-mem into .cursor/skills/nowledge-mem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nowledge-mem", 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/nowledge-co/community.git --path nowledge-mem-kimi-code-plugin/skills/nowledge-mem--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 nowledge-co/community --skill nowledge-mem -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nowledge-co/community nowledge-mem --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nowledge-co/community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/nowledge-mem-kimi-code-plugin/skills/nowledge-mem .gemini/skills/nowledge-mem && 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 "nowledge-mem" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-kimi-code-plugin/skills/nowledge-mem into .gemini/skills/nowledge-mem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nowledge-mem", 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 nowledge-co/community nowledge-memInstalls 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 nowledge-co/community --skill nowledge-mem -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nowledge-co/community.git skills-src && mkdir -p .github/skills && cp -r skills-src/nowledge-mem-kimi-code-plugin/skills/nowledge-mem .github/skills/nowledge-mem && 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 "nowledge-mem" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-kimi-code-plugin/skills/nowledge-mem into .github/skills/nowledge-mem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nowledge-mem", 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 nowledge-co/community --skill nowledge-mem -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nowledge-co/community nowledge-mem --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nowledge-co/community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/nowledge-mem-kimi-code-plugin/skills/nowledge-mem .opencode/skills/nowledge-mem && 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 "nowledge-mem" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-kimi-code-plugin/skills/nowledge-mem into .opencode/skills/nowledge-mem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nowledge-mem", 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
nowledge-mem- GitHub stars
- 186
- Token cost
- ~1.4k tokens
- SKILL.md length
- 661 words
- Files
- 1
- Skills in repo
- 53
- Repo updated
- First seen
- Licence
- None found
At a glance
Use Nowledge Mem from Kimi Code for startup context, memory search, durable saves, thread search, and Kimi Code transcript import.
- Works in 3 steps: memory_search for an existing memory. → memory_update if the existing memory… → memory_add for a new durable memory.
- Agent Workflows work in your project
- SKILL.md covers Startup Context, Recall, Save Durable Knowledge and Save Or Import Kimi Code Threads, plus 3 more sections
- Calls python3 and pipx
What it does
Nowledge Mem is an agent skill from nowledge-co/community. Use Nowledge Mem from Kimi Code for startup context, memory search, durable saves, thread search, and Kimi Code transcript import.
Its SKILL.md is about 1.4k 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 Agent Workflows. It works with Kimi and Model Context Protocol. The repository describes itself as: Community Repo for Nowledge Labs Products.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/nowledge-mem”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- memory_search for an existing memory.
- memory_update if the existing memory should evolve.
- memory_add for a new durable memory.
What it can do on your machine
Read from SKILL.md and the folder at commit 1f4d7eb. 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:
python3pipx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pipx, 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
Nowledge Mem loads about 1.4k tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 661 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 661 words (~1,352 tokens).
“Nowledge Mem is the user's cross-tool memory. Use it to start with the right context, recall prior work, save durable decisions, and make Kimi Code sessions searchable from other AI tools.”
- name
- nowledge-mem
Files
Just SKILL.md in nowledge-mem-kimi-code-plugin/skills/nowledge-mem of nowledge-co/community.
Open the folder on GitHubat commit 1f4d7eb
Compare with similar skills
Nowledge Mem 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 |
|---|---|---|---|---|---|---|
| Nowledge Mem this skillnowledge-co/community | 186 | — | ~1.4k | Automated safety check: Pass | None | |
| Kimi DatasourceMoonshotAI/kimi-code | 7.8k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Add CoordinatorFeiZhuLulu/Agent-Bridge | 109 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Perplexity Web MCP Bridgejacob-bd/perplexity-web-mcp | 197 | — | ~7.6k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT |
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Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
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Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
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Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
More from nowledge-co/community
All 53 skills in this repoSave Thread
nowledge-co/community
Save the current Codex session so the user can find it later or resume from another tool.
Check Integration
nowledge-co/community
Check Nowledge Mem setup, detect your agent, and guide native connector setup.
Distill Memory
nowledge-co/community
Save key decisions, procedures, or learnings so the user never has to rediscover them.
Explore Graph
nowledge-co/community
Render a focused interactive graph for memories retrieved from Nowledge Mem, automatically after successful Memory retrieval or when the user explicitly asks to view, show, inspect, or explore their…
Save Handoff
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Save a concise handoff summary between OpenHands worker agents or when the user explicitly requests a task checkpoint.
Save Thread
nowledge-co/community
Save the real Claude Code or Grok Build session messages only when the user explicitly requests it.
Related
Works with
Categories
Questions about Nowledge Mem
What does Nowledge Mem do?
Use Nowledge Mem from Kimi Code for startup context, memory search, durable saves, thread search, and Kimi Code transcript import. Nowledge Mem is an agent skill from nowledge-co/community. Use Nowledge Mem from Kimi Code for startup context, memory search, durable saves, thread search, and Kimi Code transcript import.
When should I use Nowledge Mem?
Nowledge Mem fits situations like: agent Workflows work in your project.
How do I install Nowledge Mem in Claude Code?
Run `npx skills add nowledge-co/community --skill nowledge-mem -a claude-code`. Or copy the skill folder (nowledge-mem-kimi-code-plugin/skills/nowledge-mem in nowledge-co/community) into .claude/skills/nowledge-mem in your project. Claude Code loads it when a task matches its description.
How do I install Nowledge Mem in Codex?
Run `npx skills add nowledge-co/community --skill nowledge-mem -a codex`. Or copy the skill folder (nowledge-mem-kimi-code-plugin/skills/nowledge-mem in nowledge-co/community) into .agents/skills/nowledge-mem in your project. Codex loads it when a task matches its description.
Can I use Nowledge Mem 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 nowledge-co/community --skill nowledge-mem -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nowledge-mem, .gemini/skills/nowledge-mem, .github/skills/nowledge-mem and .opencode/skills/nowledge-mem in your project.
What does Nowledge Mem need to run?
Going by SKILL.md and its folder, Nowledge Mem needs the command-line tools its instructions call (python3 and pipx). Our summary lists: Python 3.
Does Nowledge Mem 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 Nowledge Mem 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 Nowledge Mem use?
No licence was found for Nowledge Mem or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Nowledge Mem use?
About 1.4k tokens (SKILL.md is roughly 5.4k 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 Nowledge Mem?
Skills that share tags, products or a category with Nowledge Mem: Kimi Datasource (MoonshotAI/kimi-code, 7.8k stars), Add Coordinator (FeiZhuLulu/Agent-Bridge, 109 stars), Perplexity Web MCP Bridge (jacob-bd/perplexity-web-mcp, 197 stars) and MCP Server Builder (anthropics/skills, 180k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Nowledge Mem?
nowledge-co (a GitHub organization) maintains it in nowledge-co/community, which has 186 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on October 8, 2026.
Source: nowledge-co/community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.