Capture Conversation
outline/outline
Save the current conversation, a decision, or a set of notes as a document in an Outline collection; use when the user wants to keep what was discussed in their knowledge base.
Search your knowledge base when past decisions, preferences, or procedures would improve the response.
Install Search Memory
$ npx skills add nowledge-co/community --skill search-memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nowledge-co/community search-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/nowledge-co/community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/nowledge-mem-step-code/skills/search-memory .claude/skills/search-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 "search-memory" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-step-code/skills/search-memory into .claude/skills/search-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search-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/nowledge-co/community/tree/main/nowledge-mem-step-code/skills/search-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 nowledge-co/community --skill search-memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nowledge-co/community search-memory --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-step-code/skills/search-memory .agents/skills/search-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 "search-memory" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-step-code/skills/search-memory into .agents/skills/search-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search-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 nowledge-co/community --skill search-memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nowledge-co/community search-memory --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-step-code/skills/search-memory .cursor/skills/search-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 "search-memory" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-step-code/skills/search-memory into .cursor/skills/search-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search-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/nowledge-co/community.git --path nowledge-mem-step-code/skills/search-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 nowledge-co/community --skill search-memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nowledge-co/community search-memory --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-step-code/skills/search-memory .gemini/skills/search-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 "search-memory" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-step-code/skills/search-memory into .gemini/skills/search-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search-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 nowledge-co/community search-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 nowledge-co/community --skill search-memory -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-step-code/skills/search-memory .github/skills/search-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 "search-memory" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-step-code/skills/search-memory into .github/skills/search-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search-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 nowledge-co/community --skill search-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 nowledge-co/community search-memory --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-step-code/skills/search-memory .opencode/skills/search-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 "search-memory" agent skill from https://github.com/nowledge-co/community/tree/main/nowledge-mem-step-code/skills/search-memory into .opencode/skills/search-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search-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
search-memory- GitHub stars
- 185
- Token cost
- ~767 tokens
- SKILL.md length
- 291 words
- Files
- 1
- Skills in repo
- 52
- Repo updated
- First seen
- Licence
- None found
At a glance
Search your knowledge base when past decisions, preferences, or procedures would improve the response.
- Works in 3 steps: Search memories (distilled knowledge) → Search threads (past conversations) → Progressive thread inspection
- Tasks that involve Knowledge bases
- SKILL.md covers When to Search, Retrieval Routing, Key Flags and Examples, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Search Memory is an agent skill from nowledge-co/community. Search your knowledge base when past decisions, preferences, or procedures would improve the response. Covers memories from every AI tool you use.
Its SKILL.md is about 770 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 Knowledge Management, covering Knowledge bases. The repository describes itself as: Community Repo for Nowledge Labs Products.
When your agent uses it
- Tasks that involve Knowledge bases
Example prompts
- “/search-memory”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Search memories (distilled knowledge)
- Search threads (past conversations)
- Progressive thread inspection
What it can do on your machine
Read from SKILL.md and the folder at commit 0567734. 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 (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
mem.nowledge.co
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
Search Memory loads about 767 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 291 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 291 words (~767 tokens).
- name
- search-memory
Files
Just SKILL.md in nowledge-mem-step-code/skills/search-memory of nowledge-co/community.
Open the folder on GitHubat commit 0567734
Compare with similar skills
Search 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 |
|---|---|---|---|---|---|---|
| Search Memory this skillnowledge-co/community | 185 | — | ~767 | Automated safety check: Pass | None | |
| Capture Conversationoutline/outline | 41k | — | ~474 | Automated safety check: Pass | Custom licence | |
| Project CairniBlinkQ/project-cairn | 235 | 2 repos | ~861 | Automated safety check: Pass | MIT | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Find And Citeoutline/outline | 41k | — | ~537 | Automated safety check: Pass | Custom licence | |
| Xhs Virtual Productchenjin-cmd/xhs-virtual-product | 727 | — | ~862 | Automated safety check: Pass | MIT |
Similar skills
Project Cairn
iBlinkQ/project-cairn
Standardize how an AI-collaboration project turns work into reusable knowledge.
LLM Wiki Knowledge Graph
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
Find And Cite
outline/outline
Answer questions from the Outline knowledge base with quotes and links to the source documents; use when the user asks what the team knows, documented, or decided about a topic.
Xhs Virtual Product
chenjin-cmd/xhs-virtual-product
This skill helps plan, select, produce, and market Xiaohongshu (RED) virtual/digital products — templates, knowledge bases, test tools, study materials.
Openkb
VectifyAI/OpenKB
A skill your agent uses when the user asks about content in their OpenKB knowledge base — research topics, concepts compiled from their documents, cross-document synthesis — or mentions openkb, an…
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Related
Categories
Questions about Search Memory
What does Search Memory do?
Search your knowledge base when past decisions, preferences, or procedures would improve the response. Search Memory is an agent skill from nowledge-co/community. Search your knowledge base when past decisions, preferences, or procedures would improve the response.
When should I use Search Memory?
Search Memory fits situations like: tasks that involve Knowledge bases.
How do I install Search Memory in Claude Code?
Run `npx skills add nowledge-co/community --skill search-memory -a claude-code`. Or copy the skill folder (nowledge-mem-step-code/skills/search-memory in nowledge-co/community) into .claude/skills/search-memory in your project. Claude Code loads it when a task matches its description.
How do I install Search Memory in Codex?
Run `npx skills add nowledge-co/community --skill search-memory -a codex`. Or copy the skill folder (nowledge-mem-step-code/skills/search-memory in nowledge-co/community) into .agents/skills/search-memory in your project. Codex loads it when a task matches its description.
Can I use Search 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 nowledge-co/community --skill search-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/search-memory, .gemini/skills/search-memory, .github/skills/search-memory and .opencode/skills/search-memory in your project.
What does Search Memory need to run?
SKILL.md names no scripts, command-line tools or credentials: Search Memory is instructions for the agent only.
Does Search Memory access the network?
SKILL.md names 1 domain. As links in the text: mem.nowledge.co. This is read from the text; nothing was executed.
Is Search 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 Search Memory use?
No licence was found for Search Memory or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Search Memory use?
About 767 tokens (SKILL.md is roughly 3.1k 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 Search Memory?
Skills that share tags, products or a category with Search Memory: Capture Conversation (outline/outline, 41k stars), Project Cairn (iBlinkQ/project-cairn, 235 stars), LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 86k stars) and Find And Cite (outline/outline, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Search Memory?
nowledge-co (a GitHub organization) maintains it in nowledge-co/community, which has 185 GitHub stars. The repository holds 52 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.