Agent skill

Switch Project

by ThinkfleetAI in ThinkfleetAI/memmesh

Override the auto-detected project scope for MemMesh reads/writes, or widen to cross-project / user-level search.

Apache-2.0Auto-check passed

Install Switch Project

skills CLI
$ npx skills add ThinkfleetAI/memmesh --skill switch-project -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ThinkfleetAI/memmesh switch-project --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ThinkfleetAI/memmesh.git skills-src && mkdir -p .claude/skills && cp -r skills-src/integrations/memmesh-plugin/skills/switch-project .claude/skills/switch-project && rm -rf skills-src

Use ~/.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/

Facts

Skill name
switch-project
GitHub stars
419
Token cost
~313 tokens
SKILL.md length
117 words
Files
1
Skills in repo
24
Repo updated
First seen
Licence
Apache-2.0

At a glance

Override the auto-detected project scope for MemMesh reads/writes, or widen to cross-project / user-level search.

  • Working across repos
  • SKILL.md covers Default detection, Point at another project, Widen the search and Confirm the switch
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Pulling a decision from another project

What it does

Switch Project is an agent skill from ThinkfleetAI/memmesh. Override the auto-detected project scope for MemMesh reads/writes, or widen to cross-project / user-level search. Use when working across repos, pulling a decision from another project, or when auto-detection resolved to the wrong projectId.

Its SKILL.md is about 310 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Persistent, self-improving memory for AI agents. Local-first Rust memory engine with MCP support. The licence is Apache-2.0.

When your agent uses it

  • Working across repos
  • Pulling a decision from another project
  • Auto-detection resolved to the wrong projectId

Example prompts

  • “/switch-project”

What it can do on your machine

Read from SKILL.md and the folder at commit bba48f8. 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 jsonc).

    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

Switch Project loads about 313 tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 117 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~313

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 ThinkfleetAI/memmesh at commit bba48f8, republished under its Apache-2.0 licence (© ThinkfleetAI). 117 words, ~313 tokens.

Download SKILL.mdSave it as .claude/skills/switch-project/SKILL.md (or your agent's skills folder).
name
switch-project
description
Override the auto-detected project scope for MemMesh reads/writes, or widen to cross-project / user-level search. Use when working across repos, pulling a decision from another project, or when auto-detection resolved to the wrong projectId.

switch-project

Change which scope memory operations target.

Default detection

By default projectId = the git repo directory name, userId = the OS user, platformId = local. That's usually right.

Point at another project

Pass an explicit projectId on the call:

jsonc
{ "name": "memory_search", "arguments": { "projectId": "other-repo", "limit": 20 } }

For the rest of the task, keep using that projectId on observe / save / search so reads and writes stay consistent.

  • User-level (personal preferences, cross-project): drop projectId, pass userId and scope: "user".
  • Everything under the platform: pass only platformId (and optionally scope). Use sparingly — it can be noisy.

Confirm the switch

Tell the user which scope you're now reading/writing, and switch back when the cross-project detour is done, so you don't accidentally write memories into the wrong project.

© ThinkfleetAI, 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 integrations/memmesh-plugin/skills/switch-project of ThinkfleetAI/memmesh.

Open the folder on GitHubat commit bba48f8

Compare with similar skills

Switch Project 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.

Switch Project compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Switch Project this skillThinkfleetAI/memmesh419—~313Automated safety check: PassApache-2.0
Implementing Ransomware Kill Switch Detectionmukul975/Anthropic-Cybersecurity-Skills34k—~2.4kAutomated safety check: PassApache-2.0
Threat Detectionalirezarezvani/claude-skills28k—~3.5kAutomated safety check: PassMIT
Resemble Detectgithub/awesome-copilot40k3 repos~4.1kAutomated safety check: PassApache-2.0
Pii Detectruvnet/ruflo74k1 repos~350Automated safety check: NotesMIT
Detecting Dnp3 Protocol Anomaliesmukul975/Anthropic-Cybersecurity-Skills34k—~3.6kAutomated safety check: PassApache-2.0

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Questions about Switch Project

What does Switch Project do?

Override the auto-detected project scope for MemMesh reads/writes, or widen to cross-project / user-level search. Switch Project is an agent skill from ThinkfleetAI/memmesh. Override the auto-detected project scope for MemMesh reads/writes, or widen to cross-project / user-level search.

When should I use Switch Project?

Switch Project fits situations like: working across repos; pulling a decision from another project; auto-detection resolved to the wrong projectId.

How do I install Switch Project in Claude Code?

Run `npx skills add ThinkfleetAI/memmesh --skill switch-project -a claude-code`. Or copy the skill folder (integrations/memmesh-plugin/skills/switch-project in ThinkfleetAI/memmesh) into .claude/skills/switch-project in your project. Claude Code loads it when a task matches its description.

How do I install Switch Project in Codex?

Run `npx skills add ThinkfleetAI/memmesh --skill switch-project -a codex`. Or copy the skill folder (integrations/memmesh-plugin/skills/switch-project in ThinkfleetAI/memmesh) into .agents/skills/switch-project in your project. Codex loads it when a task matches its description.

Can I use Switch Project 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 ThinkfleetAI/memmesh --skill switch-project -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/switch-project, .gemini/skills/switch-project, .github/skills/switch-project and .opencode/skills/switch-project in your project.

What does Switch Project need to run?

SKILL.md names no scripts, command-line tools or credentials: Switch Project is instructions for the agent only.

Does Switch Project 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 Switch Project 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 Switch Project use?

Switch Project 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 Switch Project use?

About 313 tokens (SKILL.md is roughly 1.3k 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 Switch Project?

Skills that share tags, products or a category with Switch Project: Implementing Ransomware Kill Switch Detection (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Threat Detection (alirezarezvani/claude-skills, 28k stars), Resemble Detect (github/awesome-copilot, 40k stars) and Pii Detect (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Switch Project?

ThinkfleetAI (a GitHub organization) maintains it in ThinkfleetAI/memmesh, which has 419 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on August 25, 2026.

Source: ThinkfleetAI/memmesh on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.