Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add alinaqi/maggy --skill existing-repogit clone --depth 1 https://github.com/alinaqi/maggyWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/alinaqi/maggy/existing-repo)<a href="https://agentmods.dev/skills/alinaqi/maggy/existing-repo"><img src="https://agentmods.dev/badge/skills/alinaqi/maggy/existing-repo/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/alinaqi/maggy/existing-repo"><img src="https://agentmods.dev/badge/skills/alinaqi/maggy/existing-repo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 243 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 246 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 323 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00017 | $0.04472 |
| Opus 5 | $0.00009 | $0.02236 |
| Sonnet 5 | $0.00003 | $0.00894 |
| Haiku 4.5 | $0.00002 | $0.00447 |
Grade A, and why
existing-repo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 635 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Existing Repository Skill
For working with existing codebases - analyze structure, respect conventions, and set up proper guardrails without breaking anything.
Sources: Husky | lint-staged | pre-commit | commitlint
Core Principle
Understand before modifying. Existing repos have conventions, patterns, and history. Your job is to work within them, not reorganize them.
Phase 1: Repository Analysis
ALWAYS run this analysis first when joining an existing repo.
1.1 Basic Detection
# Check git status
git remote -v 2>/dev/null
git branch -a 2>/dev/null
git log --oneline -5 2>/dev/null
# Check for existing configs
ls -la .* 2>/dev/null | head -20
ls *.json *.toml *.yaml *.yml 2>/dev/null
1.2 Tech Stack Detection
# JavaScript/TypeScript
ls package.json tsconfig.json 2>/dev/null
# Python
ls pyproject.toml setup.py requirements*.txt 2>/dev/null
# Mobile
ls pubspec.yaml 2>/dev/null # Flutter
ls android/build.gradle 2>/dev/null # Android
ls ios/*.xcodeproj 2>/dev/null # iOS
# Other
ls Cargo.toml 2>/dev/null # Rust
ls go.mod 2>/dev/null # Go
ls Gemfile 2>/dev/null # Ruby
1.3 Repo Structure Type
| Pattern | Detection | Meaning |
|---|---|---|
| Monorepo | packages/, apps/, workspaces in package.json |
Multiple projects, shared tooling |
| Full-Stack Monolith | frontend/ + backend/ in same repo |
Single team, tightly coupled |
| Separate Concerns | Only frontend OR backend code | Split repos, separate deploys |
| Microservices | Multiple service-* or domain dirs |
Distributed architecture |
# Detect repo structure type
if [ -d "packages" ] || [ -d "apps" ]; then
echo "MONOREPO detected"
elif [ -d "frontend" ] && [ -d "backend" ]; then
echo "FULL-STACK MONOLITH detected"
elif [ -d "src" ] || [ -d "app" ]; then
# Check if it's frontend or backend
grep -q "react\|vue\|angular" package.json 2>/dev/null && echo "FRONTEND detected"
grep -q "fastapi\|express\|django" package.json pyproject.toml 2>/dev/null && echo "BACKEND detected"
fi
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 635 lines · 17 tokens per session scan A db836a11886d
existing-repo is a skill published in the GitHub repository alinaqi/maggy (707 stars, last pushed 3d ago), licensed MIT. It adds 17 tokens to every session and 4,472 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
writing-python
Idiomatic Python 3.12+ development. Use when writing Python code, CLI tools, scripts, or services. Emphasizes stdlib, type hints, fast pytest feedback, uv/ruff/pyright toolchain, and minimal dependencies. NOT for Go, Rust, TypeScript, or shell-only tasks.
python-authoring
Write, edit, refactor, or review Python in easy-cheese with concise stdlib-first code, Python 3.12, Shiv .pyz packaging, and repository test and validation conventions. Use for Python changes under src/, scripts/, .github/scripts/, or tests/, especially when the user asks for Pythonic, succinct, de-slopped…
frappe-backend
Frappe backend guidance for Python and backend-adjacent JavaScript surfaces such as client interaction patterns, hooks, APIs, patches, scheduler logic, reports, and server-side review. Use when implementing or reviewing Frappe backend behavior.
python-best-practices
Python/FastAPI coding standards including async patterns, Pydantic v2, SQLAlchemy 2.0, and project structure. Use when writing Python code, reviewing FastAPI projects, or learning FastAPI conventions.
python-packaging
Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.
python-type-annotator
Add missing type annotations to Python code. Generates mypy-compatible type hints for function signatures, variables, and class attributes. Triggers on "add types", "type annotate", "add type hints", "type this file".