Phone Harness
ShawnPana/phone-harness
Control the user's phone — an iPhone through the Mac's iPhone Mirroring window, an Android over adb, or a rented cloud Android: open apps, tap, type, swipe, read the screen.
Search conversation history and semantic memory to recall previous discussions, decisions, and context.
Install Memory Search
$ npx skills add davila7/claude-code-templates --skill memory-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davila7/claude-code-templates memory-search --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/davila7/claude-code-templates.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-tool/components/skills/ai-maestro/memory-search .claude/skills/memory-search && 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-search" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/memory-search into .claude/skills/memory-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-search", 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/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/memory-searchType 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 davila7/claude-code-templates --skill memory-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davila7/claude-code-templates memory-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cli-tool/components/skills/ai-maestro/memory-search .agents/skills/memory-search && 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-search" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/memory-search into .agents/skills/memory-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-search", 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 davila7/claude-code-templates --skill memory-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davila7/claude-code-templates memory-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cli-tool/components/skills/ai-maestro/memory-search .cursor/skills/memory-search && 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-search" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/memory-search into .cursor/skills/memory-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-search", 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/davila7/claude-code-templates.git --path cli-tool/components/skills/ai-maestro/memory-search--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 davila7/claude-code-templates --skill memory-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davila7/claude-code-templates memory-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cli-tool/components/skills/ai-maestro/memory-search .gemini/skills/memory-search && 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-search" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/memory-search into .gemini/skills/memory-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-search", 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 davila7/claude-code-templates memory-searchInstalls 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 davila7/claude-code-templates --skill memory-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .github/skills && cp -r skills-src/cli-tool/components/skills/ai-maestro/memory-search .github/skills/memory-search && 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-search" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/memory-search into .github/skills/memory-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-search", 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 davila7/claude-code-templates --skill memory-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davila7/claude-code-templates memory-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cli-tool/components/skills/ai-maestro/memory-search .opencode/skills/memory-search && 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-search" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/memory-search into .opencode/skills/memory-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-search", 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-search- GitHub stars
- 32k
- Token cost
- ~658 tokens
- SKILL.md length
- 163 words
- Files
- 1
- Skills in repo
- 477
- Repo updated
- First seen
- Licence
- MIT
At a glance
Search conversation history and semantic memory to recall previous discussions, decisions, and context.
- The user asks to search memory
- SKILL.md covers Prerequisites, Core Behavior, Commands and Search Modes, plus 3 more sections
- Calls git; reaches github.com
- What did we discuss
What it does
Memory Search is an agent skill from davila7/claude-code-templates. Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to "search memory", "what did we discuss", "remember when", "find previous conversation", "check history", or before starting work to recall prior decisions.
Its SKILL.md is about 660 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 Mobile, covering Mobile testing and debugging. The repository describes itself as: CLI tool for configuring and monitoring Claude Code. The licence is MIT.
When your agent uses it
- The user asks to search memory
- What did we discuss
- Find previous conversation
- Before starting work to recall prior decisions
Example prompts
- “search memory”
- “what did we discuss”
- “remember when”
- “/memory-search”
What it can do on your machine
Read from SKILL.md and the folder at commit 14680ec. 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:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
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 Search loads about 658 tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 163 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 davila7/claude-code-templates at commit 14680ec, republished under its MIT licence (© davila7). 163 words, ~658 tokens.
Download SKILL.mdSave it as
.claude/skills/memory-search/SKILL.md (or your agent's skills folder).- name
- memory-search
- description
- Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to "search memory", "what did we discuss", "remember when", "find previous conversation", "check history", or before starting work to recall prior decisions.
AI Maestro Memory Search
Search your conversation history using semantic, keyword, and symbol matching. Recall past decisions, discussions, and context across sessions. Part of the AI Maestro suite.
Prerequisites
Requires AI Maestro running locally. Memory indexing uses CozoDB for vector search.
# Install memory tools
git clone https://github.com/23blocks-OS/ai-maestro-plugins.git
cd ai-maestro-plugins && ./install-memory-tools.shCore Behavior
Before starting any task, search memory for relevant context:
Receive instruction -> Search memory -> Then proceedCommands
| Command | Description |
|---|---|
memory-search.sh "<query>" | Hybrid search (recommended) |
memory-search.sh "<query>" --mode semantic | Find conceptually related |
memory-search.sh "<query>" --mode term | Exact text matching |
memory-search.sh "<query>" --mode symbol | Code symbol matching |
memory-search.sh "<query>" --role user | Only user messages |
memory-search.sh "<query>" --role assistant | Only assistant messages |
Search Modes
| Mode | Best For |
|---|---|
hybrid (default) | General search, most cases |
semantic | Related concepts, different wording |
term | Exact function/class names |
symbol | Code identifiers across contexts |
Usage Examples
# User asks to continue previous work
memory-search.sh "authentication"
# Find a specific component discussion
memory-search.sh "PaymentService" --mode term
# Find related design discussions
memory-search.sh "error handling patterns" --mode semantic
# Find code symbol references
memory-search.sh "processPayment" --mode symbolCombining with Other Skills
For complete context, pair with docs-search and graph-query:
memory-search.sh "feature" # What did we discuss?
docs-search.sh "feature" # What do docs say?
graph-describe.sh ComponentName # What is the structure?Full AI Maestro Experience
This skill is part of the AI Maestro platform, which provides 6 skills for AI agent orchestration: messaging, memory, docs, graph, planning, and agent management.
© davila7, MIT. 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 cli-tool/components/skills/ai-maestro/memory-search of davila7/claude-code-templates.
Open the folder on GitHubat commit 14680ec
Compare with similar skills
Memory Search 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 Search this skilldavila7/claude-code-templates | 32k | — | ~658 | Automated safety check: Pass | MIT | |
| Phone HarnessShawnPana/phone-harness | 3.2k | — | ~4.3k | Automated safety check: Pass | MIT | |
| Maa Issue Log AnalysisMaaAssistantArknights/MaaAssistantArknights | 24k | — | ~4k | Automated safety check: Pass | AGPL-3.0 | |
| Mobile QAtloncorp/tlon-apps | 107 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Store Listing Screenshotstherxmv/Telegram-Themer | 119 | — | ~2.5k | Automated safety check: Pass | None | |
| Maestro ImproveReinaMacCredy/maestro | 233 | — | ~1.9k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Memory Search
What does Memory Search do?
Search conversation history and semantic memory to recall previous discussions, decisions, and context. Memory Search is an agent skill from davila7/claude-code-templates. Search conversation history and semantic memory to recall previous discussions, decisions, and context.
When should I use Memory Search?
Memory Search fits situations like: the user asks to search memory; what did we discuss; find previous conversation; before starting work to recall prior decisions.
How do I install Memory Search in Claude Code?
Run `npx skills add davila7/claude-code-templates --skill memory-search -a claude-code`. Or copy the skill folder (cli-tool/components/skills/ai-maestro/memory-search in davila7/claude-code-templates) into .claude/skills/memory-search in your project. Claude Code loads it when a task matches its description.
How do I install Memory Search in Codex?
Run `npx skills add davila7/claude-code-templates --skill memory-search -a codex`. Or copy the skill folder (cli-tool/components/skills/ai-maestro/memory-search in davila7/claude-code-templates) into .agents/skills/memory-search in your project. Codex loads it when a task matches its description.
Can I use Memory Search 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 davila7/claude-code-templates --skill memory-search -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-search, .gemini/skills/memory-search, .github/skills/memory-search and .opencode/skills/memory-search in your project.
What does Memory Search need to run?
Going by SKILL.md and its folder, Memory Search needs the command-line tools its instructions call (git).
Does Memory Search access the network?
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Memory Search 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 Search use?
Memory Search is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Memory Search use?
About 658 tokens (SKILL.md is roughly 2.6k 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 Search?
Skills that share tags, products or a category with Memory Search: Phone Harness (ShawnPana/phone-harness, 3.2k stars), Maa Issue Log Analysis (MaaAssistantArknights/MaaAssistantArknights, 24k stars), Mobile QA (tloncorp/tlon-apps, 107 stars) and Store Listing Screenshots (therxmv/Telegram-Themer, 119 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Search?
davila7 (a GitHub user) maintains it in davila7/claude-code-templates, which has 32,463 GitHub stars. The repository holds 477 skills in this directory. The repository was last updated on October 8, 2026.
Source: davila7/claude-code-templates on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.