GitDiagram Repository Overview
ahmedkhaleel2004/gitdiagram
Explains the architecture of a public GitHub repository through GitDiagram: how the code is organized, the main components with paths, and a Mermaid diagram.
Install and configure trusty-memory and trusty-search for persistent AI memory and semantic code search
Install Trusty Services
$ npx skills add bobmatnyc/claude-mpm --skill trusty-services -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bobmatnyc/claude-mpm trusty-services --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/bobmatnyc/claude-mpm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/trusty-services .claude/skills/trusty-services && 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 "trusty-services" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/.claude/skills/trusty-services into .claude/skills/trusty-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trusty-services", 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/bobmatnyc/claude-mpm/tree/main/.claude/skills/trusty-servicesType 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 bobmatnyc/claude-mpm --skill trusty-services -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bobmatnyc/claude-mpm trusty-services --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/trusty-services .agents/skills/trusty-services && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "trusty-services" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/.claude/skills/trusty-services into .agents/skills/trusty-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trusty-services", 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 bobmatnyc/claude-mpm --skill trusty-services -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bobmatnyc/claude-mpm trusty-services --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/trusty-services .cursor/skills/trusty-services && 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 "trusty-services" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/.claude/skills/trusty-services into .cursor/skills/trusty-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trusty-services", 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/bobmatnyc/claude-mpm.git --path .claude/skills/trusty-services--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 bobmatnyc/claude-mpm --skill trusty-services -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bobmatnyc/claude-mpm trusty-services --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/trusty-services .gemini/skills/trusty-services && 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 "trusty-services" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/.claude/skills/trusty-services into .gemini/skills/trusty-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trusty-services", 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 bobmatnyc/claude-mpm trusty-servicesInstalls 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 bobmatnyc/claude-mpm --skill trusty-services -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/trusty-services .github/skills/trusty-services && 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 "trusty-services" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/.claude/skills/trusty-services into .github/skills/trusty-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trusty-services", 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 bobmatnyc/claude-mpm --skill trusty-services -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bobmatnyc/claude-mpm trusty-services --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bobmatnyc/claude-mpm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/trusty-services .opencode/skills/trusty-services && 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 "trusty-services" agent skill from https://github.com/bobmatnyc/claude-mpm/tree/main/.claude/skills/trusty-services into .opencode/skills/trusty-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trusty-services", 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
trusty-services- GitHub stars
- 155
- Token cost
- ~1.1k tokens
- SKILL.md length
- 369 words
- Files
- 4 (incl. scripts)
- Skills in repo
- 51
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Install and configure trusty-memory and trusty-search for persistent AI memory and semantic code search
- Works in 3 steps: Prefers claude-mpm setup trusty-memory… → Falls back to per-binary claude-mpm… → Falls back to raw cargo install if…
- Tasks that involve Codebase onboarding
- SKILL.md covers Why install these?, What to expect during install, Known gotchas and Verification
- Runs Shell scripts from its folder; calls cargo
What it does
Trusty Services is an agent skill from bobmatnyc/claude-mpm. Install and configure trusty-memory and trusty-search for persistent AI memory and semantic code search
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `scripts/check-trusty-status.sh`, `scripts/install-trusty.sh` and `scripts/verify-trusty.sh`).
It sits in Development, covering Codebase onboarding. It works with Model Context Protocol. The repository describes itself as: Claude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude.
When your agent uses it
- Tasks that involve Codebase onboarding
Example prompts
- “/trusty-services”
Requirements
- A Bash shell
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Prefers claude-mpm setup trusty-memory trusty-search (the consolidated
- Falls back to per-binary claude-mpm setup on older claude-mpm.
- Falls back to raw cargo install if claude-mpm is unavailable; in
What it can do on your machine
Read from SKILL.md and the folder at commit 25203d3. 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
Ships 3 files in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
cargo
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
Trusty Services loads about 1.1k tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 369 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePipes a well-known installer script into a shellSKILL.md:33
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
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); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 369 words (~1,125 tokens).
“This is a migration subskill. It declares WHAT to install in its frontmatter. The HOW lives in the parent protocol: migration-wizard/SKILL.md.”
- name
- trusty-services
- type
- migration
- version
- 2.0.0
- category
- migration
- state_key
- trusty-services
- protocol
- migration-wizard
- services
- trusty-memory, trusty-search
- recommended
- true
- check_commands
- which trusty-memory, which trusty-search
- system_requirements.min_ram_gb
- 4
- system_requirements.min_disk_gb
- 2
Files
SKILL.md and 3 other files (scripts) in .claude/skills/trusty-services of bobmatnyc/claude-mpm.
- SKILL.md
- scripts/check-trusty-status.sh
- scripts/install-trusty.sh
- scripts/verify-trusty.sh
Open the folder on GitHubat commit 25203d3
Compare with similar skills
Trusty Services 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 |
|---|---|---|---|---|---|---|
| Trusty Services this skillbobmatnyc/claude-mpm | 155 | — | ~1.1k | Automated safety check: Notes | Custom licence | |
| GitDiagram Repository Overviewahmedkhaleel2004/gitdiagram | 18k | — | ~427 | Automated safety check: Pass | MIT | |
| Explore Codebase with Graphtirth8205/code-review-graph | 32k | 1 repos | ~335 | Automated safety check: Pass | MIT | |
| Grepaiyoanbernabeu/grepai | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Octocode Code Researchbgauryy/octocode | 949 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Releaseyoanbernabeu/grepai | 1.9k | — | ~918 | Automated safety check: Pass | MIT |
Similar skills
Explore Codebase with Graph
tirth8205/code-review-graph
Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions.
Grepai
yoanbernabeu/grepai
Semantic code search and call-graph tracing. An agent skill from yoanbernabeu/grepai.
Octocode Code Research
bgauryy/octocode
Researches code with evidence: traces callers, imports and cross-repo links, diagnoses failures and reports findings with exact file and line references and a confidence label.
Release
yoanbernabeu/grepai
Create a new release for grepai. An agent skill from yoanbernabeu/grepai.
tilth Code Reading CLI
jahala/tilth
Replaces grep, cat, find and ls with the tilth CLI, which returns AST-aware outlines, definitions, usages and callers across many languages in one call.
More from bobmatnyc/claude-mpm
All 51 skills in this repoBuild MCP Server
bobmatnyc/claude-mpm
Create high-quality MCP servers that enable LLMs to effectively interact with external services.
Env Manager
bobmatnyc/claude-mpm
Environment variable validation, synchronization, and management across local development, CI/CD, and deployment platforms
Session Analyzer
bobmatnyc/claude-mpm
Debug and teach agentic coding: a deterministic-first session timeline + cost report, with optional narrative polish and a standalone JSX visualiser.
Software Patterns
bobmatnyc/claude-mpm
Decision framework for architectural patterns including DI, SOA, Repository, Domain Events, Circuit Breaker, and Anti-Corruption Layer.
Verification Before Completion
bobmatnyc/claude-mpm
Run verification commands and confirm output before claiming success
Dependency Audit
bobmatnyc/claude-mpm
Dependency audit and cleanup workflow for maintaining healthy project dependencies.
Related
Works with
Categories
Questions about Trusty Services
What does Trusty Services do?
Install and configure trusty-memory and trusty-search for persistent AI memory and semantic code search. Trusty Services is an agent skill from bobmatnyc/claude-mpm.
When should I use Trusty Services?
Trusty Services fits situations like: tasks that involve Codebase onboarding.
How do I install Trusty Services in Claude Code?
Run `npx skills add bobmatnyc/claude-mpm --skill trusty-services -a claude-code`. Or copy the skill folder (.claude/skills/trusty-services in bobmatnyc/claude-mpm) into .claude/skills/trusty-services in your project. Claude Code loads it when a task matches its description.
How do I install Trusty Services in Codex?
Run `npx skills add bobmatnyc/claude-mpm --skill trusty-services -a codex`. Or copy the skill folder (.claude/skills/trusty-services in bobmatnyc/claude-mpm) into .agents/skills/trusty-services in your project. Codex loads it when a task matches its description.
Can I use Trusty Services 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 bobmatnyc/claude-mpm --skill trusty-services -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/trusty-services, .gemini/skills/trusty-services, .github/skills/trusty-services and .opencode/skills/trusty-services in your project.
What does Trusty Services need to run?
Going by SKILL.md and its folder, Trusty Services needs a shell for the scripts in its folder and the command-line tools its instructions call (cargo). Our summary lists: A Bash shell.
Does Trusty Services 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 Trusty Services safe to install?
Our automated static check of SKILL.md found notes only (pipes a well-known installer script into a shell), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Trusty Services use?
Trusty Services has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Trusty Services use?
About 1.1k tokens (SKILL.md is roughly 4.5k 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 Trusty Services?
Skills that share tags, products or a category with Trusty Services: GitDiagram Repository Overview (ahmedkhaleel2004/gitdiagram, 18k stars), Explore Codebase with Graph (tirth8205/code-review-graph, 32k stars), Grepai (yoanbernabeu/grepai, 1.9k stars) and Octocode Code Research (bgauryy/octocode, 949 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Trusty Services?
bobmatnyc (a GitHub user) maintains it in bobmatnyc/claude-mpm, which has 155 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on August 31, 2026.
Source: bobmatnyc/claude-mpm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.