Codebase Management
giancarloerra/SocratiCode
Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode.
Use Nowledge Mem for cross-tool startup context, recall of prior decisions, durable learnings, explicit conversation saving, and connection diagnosis.
Apache-2.0Auto-check passed
Install Nowledge Mem
$ npx skills add ThinkInAIXYZ/deepchat --skill nowledge-mem -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ThinkInAIXYZ/deepchat 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/ThinkInAIXYZ/deepchat.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat/tree/dev/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat/tree/dev/plugins/nowledge-mem/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 ThinkInAIXYZ/deepchat --skill nowledge-mem -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ThinkInAIXYZ/deepchat nowledge-mem --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkInAIXYZ/deepchat.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat/tree/dev/plugins/nowledge-mem/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 ThinkInAIXYZ/deepchat --skill nowledge-mem -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ThinkInAIXYZ/deepchat nowledge-mem --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkInAIXYZ/deepchat.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat/tree/dev/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat.git --path plugins/nowledge-mem/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 ThinkInAIXYZ/deepchat --skill nowledge-mem -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ThinkInAIXYZ/deepchat nowledge-mem --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkInAIXYZ/deepchat.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat/tree/dev/plugins/nowledge-mem/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 ThinkInAIXYZ/deepchat 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 ThinkInAIXYZ/deepchat --skill nowledge-mem -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ThinkInAIXYZ/deepchat.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat/tree/dev/plugins/nowledge-mem/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 ThinkInAIXYZ/deepchat --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 ThinkInAIXYZ/deepchat nowledge-mem --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkInAIXYZ/deepchat.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/nowledge-mem/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/ThinkInAIXYZ/deepchat/tree/dev/plugins/nowledge-mem/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
- 6.4k
- Token cost
- ~516 tokens
- SKILL.md length
- 269 words
- Files
- 1
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Use Nowledge Mem for cross-tool startup context, recall of prior decisions, durable learnings, explicit conversation saving, and connection diagnosis.
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Nowledge Mem is an agent skill from ThinkInAIXYZ/deepchat. Use Nowledge Mem for cross-tool startup context, recall of prior decisions, durable learnings, explicit conversation saving, and connection diagnosis. Use only the connection selected for this DeepChat agent or session.
Its SKILL.md is about 520 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 Model Context Protocol and OpenAI. The repository describes itself as: 🐬DeepChat - A smart assistant that connects powerful AI to your personal world. The licence is Apache-2.0.
Example prompts
- “/nowledge-mem”
What it can do on your machine
Read from SKILL.md and the folder at commit 4eb6062. 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
No URLs in SKILL.md.
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 516 tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 269 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 ThinkInAIXYZ/deepchat at commit 4eb6062, republished under its Apache-2.0 licence (© ThinkInAIXYZ). 269 words, ~516 tokens.
Download SKILL.mdSave it as
.claude/skills/nowledge-mem/SKILL.md (or your agent's skills folder).- name
- nowledge-mem
- description
- Use Nowledge Mem for cross-tool startup context, recall of prior decisions, durable learnings, explicit conversation saving, and connection diagnosis. Use only the connection selected for this DeepChat agent or session.
Nowledge Mem
Use the enabled nowledge-mem-connection MCP tools for the server configured in Plugins >
Nowledge Mem. Keep that destination, returned identity and Space for the whole operation. Never mix results from
different Mem servers or silently retry on another server.
At the beginning of related work, read Context Bundle once (read_context_bundle, source_app
deepchat) for identity, scope, rules and Working Memory. Use read_working_memory only when the
bundle tool is unavailable. An empty Working Memory is a successful empty result.
For continuation, reviews, regressions and prior decisions, search memory_search with a narrow
query and limit 5, then fetch the relevant exact IDs. Search before adding a duplicate. Distinguish
recorded facts from proposals, and keep scope returned by the server. A graph is optional; only
show one when it enforces the same identity and Space as retrieval.
Save a concise durable learning with memory_add or update an existing memory only when it is
useful beyond this conversation. State what was saved. Do not save speculative conclusions as
facts. Save complete conversations only when the user requests it: use DeepChat's conversation
export to Nowledge Mem, which uses the same verified connection as MCP. Do not
claim an export happened without a successful acknowledgement.
For configuration or failed access, direct the user to Plugins > Nowledge Mem. The host verifies
REST and MCP and stores credentials securely. Report the failing connection and operation; do not
switch to localhost after a remote error. Do not ask for keys in chat, invoke unscoped nmem, edit
~/.nowledge-mem/config.json, read local Mem database files, or install another connector. This
plugin uses DeepChat's HTTP client and does not require the CLI.
© ThinkInAIXYZ, Apache-2.0. 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 plugins/nowledge-mem/skills/nowledge-mem of ThinkInAIXYZ/deepchat.
Open the folder on GitHubat commit 4eb6062
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 skillThinkInAIXYZ/deepchat | 6.4k | — | ~516 | Automated safety check: Pass | Apache-2.0 | |
| Codebase Managementgiancarloerra/SocratiCode | 3.3k | 1 repos | ~1.8k | Automated safety check: Pass | AGPL-3.0 | |
| Codex with ChatGPT Planning LoopXiaoDuoYa/codex-with-chatgpt | 7.1k | — | ~11k | Automated safety check: Notes | MIT | |
| Agent Squad Python Guide2FastLabs/agent-squad | 7.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| Codebase Explorationgiancarloerra/SocratiCode | 3.3k | 1 repos | ~1.5k | Automated safety check: Pass | AGPL-3.0 | |
| Annotate Paper54yyyu/zotero-mcp | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT |
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Works with
Questions about Nowledge Mem
What does Nowledge Mem do?
Use Nowledge Mem for cross-tool startup context, recall of prior decisions, durable learnings, explicit conversation saving, and connection diagnosis. Nowledge Mem is an agent skill from ThinkInAIXYZ/deepchat. Use Nowledge Mem for cross-tool startup context, recall of prior decisions, durable learnings, explicit conversation saving, and connection diagnosis.
How do I install Nowledge Mem in Claude Code?
Run `npx skills add ThinkInAIXYZ/deepchat --skill nowledge-mem -a claude-code`. Or copy the skill folder (plugins/nowledge-mem/skills/nowledge-mem in ThinkInAIXYZ/deepchat) 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 ThinkInAIXYZ/deepchat --skill nowledge-mem -a codex`. Or copy the skill folder (plugins/nowledge-mem/skills/nowledge-mem in ThinkInAIXYZ/deepchat) 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 ThinkInAIXYZ/deepchat --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?
SKILL.md names no scripts, command-line tools or credentials: Nowledge Mem is instructions for the agent only.
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?
Nowledge Mem is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Nowledge Mem use?
About 516 tokens (SKILL.md is roughly 2.1k 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: Codebase Management (giancarloerra/SocratiCode, 3.3k stars), Codex with ChatGPT Planning Loop (XiaoDuoYa/codex-with-chatgpt, 7.1k stars), Agent Squad Python Guide (2FastLabs/agent-squad, 7.8k stars) and Codebase Exploration (giancarloerra/SocratiCode, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Nowledge Mem?
ThinkInAIXYZ (a GitHub organization) maintains it in ThinkInAIXYZ/deepchat, which has 6,359 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 9, 2026.
Source: ThinkInAIXYZ/deepchat on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.