Monitor Stream
ruvnet/ruflo
Stream live swarm events using the Monitor tool for real-time observability
Monitor the margin-living strategy from the live DB snapshot.
Custom licenceAuto-check: notes
Install Margin Management
$ npx skills add AojdevStudio/Finance-Guru --skill margin-management -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AojdevStudio/Finance-Guru margin-management --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/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/margin-management .claude/skills/margin-management && 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 "margin-management" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/margin-management into .claude/skills/margin-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "margin-management", 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/AojdevStudio/Finance-Guru/tree/main/.claude/skills/margin-managementType 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 AojdevStudio/Finance-Guru --skill margin-management -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AojdevStudio/Finance-Guru margin-management --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/margin-management .agents/skills/margin-management && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "margin-management" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/margin-management into .agents/skills/margin-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "margin-management", 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 AojdevStudio/Finance-Guru --skill margin-management -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AojdevStudio/Finance-Guru margin-management --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/margin-management .cursor/skills/margin-management && 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 "margin-management" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/margin-management into .cursor/skills/margin-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "margin-management", 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/AojdevStudio/Finance-Guru.git --path .claude/skills/margin-management--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 AojdevStudio/Finance-Guru --skill margin-management -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AojdevStudio/Finance-Guru margin-management --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/margin-management .gemini/skills/margin-management && 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 "margin-management" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/margin-management into .gemini/skills/margin-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "margin-management", 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 AojdevStudio/Finance-Guru margin-managementInstalls 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 AojdevStudio/Finance-Guru --skill margin-management -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/margin-management .github/skills/margin-management && 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 "margin-management" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/margin-management into .github/skills/margin-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "margin-management", 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 AojdevStudio/Finance-Guru --skill margin-management -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AojdevStudio/Finance-Guru margin-management --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/margin-management .opencode/skills/margin-management && 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 "margin-management" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/margin-management into .opencode/skills/margin-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "margin-management", 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
margin-management- GitHub stars
- 322
- Token cost
- ~3.5k tokens
- SKILL.md length
- 1,102 words
- Files
- 1
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Monitor the margin-living strategy from the live DB snapshot.
- Safety alerts for large draws and gives time-based scaling recommendations
- SKILL.md covers Purpose, Step 0: Refresh (sync-first,…, When to Use and Personal Strategy Inputs, plus 8 more sections
- Calls uv and sqlite3
- Updating margin
What it does
Margin Management is an agent skill from AojdevStudio/Finance-Guru. Monitor the margin-living strategy from the live DB snapshot. Refreshes the local database first, then reads margin balance, interest costs, dividend coverage ratio, and portfolio-to-margin thresholds. Triggers safety alerts for large draws and gives time-based scaling recommendations. Use when updating margin, balances, coverage ratio, or margin strategy analysis.
Its SKILL.md is about 3.5k 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: Self-hosted family office engine: typed Python calculators, a private SQLite ledger, and specialist agents for Claude Code and Codex. Agents propose. Typed code computes.
When your agent uses it
- Safety alerts for large draws and gives time-based scaling recommendations
- Updating margin
- Margin strategy analysis
Example prompts
- “/margin-management”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 90c235e. 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:
uvsqlite3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
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
Margin Management loads about 3.5k tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 1,102 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.
- NoteMentions a .env fileSKILL.md:34
Static private assumptions come from `.env` (see `.env.example`). Current portfolio facts come from the **local DB `bala - NoteMentions a .env fileSKILL.md:36
### Required `.env` values - NoteMentions a .env fileSKILL.md:43
- Live facts are not `.env` values: portfolio value, margin balance, interest cost, dividend income, coverage ratio, and - NoteMentions a .env fileSKILL.md:49
ysis.margin_metrics --pretty`. It loads `.env`, reads the latest `balances` row from `family_office.db` (the `db` source - NoteMentions a .env fileSKILL.md:51
e` set). Requires `SNAPTRADE_*` keys in `.env` for the refresh. - NoteMentions a .env fileSKILL.md:314
nts.yaml` and `SNAPTRADE_*` keys are in `.env` - NoteMentions a .env fileSKILL.md:315
- [ ] `DATABASE_URL` is set in `.env`
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,102 words (~3,546 tokens).
“Monitor and manage margin-living strategy by tracking margin balances, interest costs, dividend coverage ratios, and portfolio-to-margin safety thresholds. Provides data-driven scaling recommendations based on strategy milestones.”
- name
- margin-management
Files
Just SKILL.md in .claude/skills/margin-management of AojdevStudio/Finance-Guru.
Open the folder on GitHubat commit 90c235e
Compare with similar skills
Margin Management 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 |
|---|---|---|---|---|---|---|
| Margin Management this skillAojdevStudio/Finance-Guru | 322 | — | ~3.5k | Automated safety check: Notes | Custom licence | |
| Monitor Streamruvnet/ruflo | 74k | — | ~188 | Automated safety check: Pass | MIT | |
| Qdrant Monitoringgithub/awesome-copilot | 40k | 1 repos | ~276 | Automated safety check: Pass | MIT | |
| Live DashboardNousResearch/hermes-agent | 252k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Live Dashboardnexu-io/open-design | 100k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Agent Performance Monitorruvnet/ruflo | 74k | 2 repos | ~4.9k | Automated safety check: Pass | MIT |
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- Official
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Live Dashboard
NousResearch/hermes-agent
Build self-updating dashboards from live sources. An agent skill from NousResearch/hermes-agent.
Live Dashboard
nexu-io/open-design
Notion-style team dashboard rendered as a Live Artifact. An agent skill from nexu-io/open-design.
Agent Performance Monitor
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Agent skill for performance-monitor - invoke with $agent-performance-monitor
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Questions about Margin Management
What does Margin Management do?
Monitor the margin-living strategy from the live DB snapshot. Margin Management is an agent skill from AojdevStudio/Finance-Guru. Monitor the margin-living strategy from the live DB snapshot.
When should I use Margin Management?
Margin Management fits situations like: safety alerts for large draws and gives time-based scaling recommendations; updating margin; margin strategy analysis.
How do I install Margin Management in Claude Code?
Run `npx skills add AojdevStudio/Finance-Guru --skill margin-management -a claude-code`. Or copy the skill folder (.claude/skills/margin-management in AojdevStudio/Finance-Guru) into .claude/skills/margin-management in your project. Claude Code loads it when a task matches its description.
How do I install Margin Management in Codex?
Run `npx skills add AojdevStudio/Finance-Guru --skill margin-management -a codex`. Or copy the skill folder (.claude/skills/margin-management in AojdevStudio/Finance-Guru) into .agents/skills/margin-management in your project. Codex loads it when a task matches its description.
Can I use Margin Management 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 AojdevStudio/Finance-Guru --skill margin-management -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/margin-management, .gemini/skills/margin-management, .github/skills/margin-management and .opencode/skills/margin-management in your project.
What does Margin Management need to run?
Going by SKILL.md and its folder, Margin Management needs the command-line tools its instructions call (uv and sqlite3). Our summary lists: Python 3.
Does Margin Management access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Margin Management safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Margin Management use?
Margin Management 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 Margin Management use?
About 3.5k tokens (SKILL.md is roughly 14k 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 Margin Management?
Skills that share tags, products or a category with Margin Management: Monitor Stream (ruvnet/ruflo, 74k stars), Qdrant Monitoring (github/awesome-copilot, 40k stars), Live Dashboard (NousResearch/hermes-agent, 252k stars) and Live Dashboard (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Margin Management?
AojdevStudio (a GitHub user) maintains it in AojdevStudio/Finance-Guru, which has 322 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 6, 2026.
Source: AojdevStudio/Finance-Guru on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.