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VERIFYING TELEMETRY
SafeOpenSource Cryptographic Engine
OpenSSF Scorecard: 8.1/10 (v4)|License: Apache-2.0 verified|Audit Methodology→
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ai-skills

Caution
sanjay3290/ai-skills

24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, TTS, DevOps

451 starsPythonRelease mainpushed 3 days agoOpenSSF: 8.1/10
80.7/100
Safety score
Health card

Why 80.7? In plain words.

What we found when we checked it. Last checked 6 Nov.

  • Actively looked afterNew code 3 days before our check on 6 Nov
  • Free and open licenceApache License 2.0
Security88
Kept up to date78
People behind it68
Regular releases86
How we score →

GitHub Advisory Database CVEs

Source: GitHub Advisory DB, checked 2026-11-06

NO KNOWN CVEs DETECTED

Zero public vulnerabilities recorded (Source: GitHub Advisory DB, checked 2026-11-06).

Documented Escape & Injection History

LOGGED EVENTS

NO ESCAPE INCIDENTS DOCUMENTED

No verified prompt-injection or sandbox-escape regressions documented as of 2026-11-06.

INTERFACE & VISUAL TOPOLOGY PREVIEW

What is ai-skills used for?

Category:AI Agents & Autonomous Systems
deepwiki.com/sanjay3290/ai-skills
ai-skills interface and deployment preview
ai-skills · mainEasy Setup

Live deployment interface view · Powered by official repository source

PRIMARY OBJECTIVE

24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, TTS, DevOps

COMMON APPLICATION WORKLOADS

Self-Hosted Sovereignty

Run ai-skills privately on your own infrastructure with zero third-party telemetry.

Docker Container Ergonomics

Deploy in minutes via Docker container (Easy self-host difficulty).

Verified Supply-Chain Safety

Open-source under Apache-2.0 with OpenSSF verified maintainer hygiene.

Deep Technical Audit

AI Repo Scan & Security Analysis

Scanned 2026-11-06 08:59 UTCView RepoRaw JSON Data

### Autonomous Evaluation Report: ai-skills

**Category:** ai-agents | **Self-Host Difficulty:** Easy | **Safety Score:** 81/100 (HEALTHY)

#### 1. Architecture & Maintenance Cadence ai-skills is an active open-source software project tracked under `sanjay3290/ai-skills`. Maintenance telemetry scores 78/100 and community trust scores 68/100 based on repository activity and contributor adoption. The codebase is distributed under the `Apache-2.0` open-source license.

#### 2. Security Health & Supply-Chain Signals Security health is rated at 88/100 based on licensing compliance, commit hygiene, and issue response indicators. Release cadence discipline is evaluated at 86/100.

#### 3. Key Observations & Operational Risk - **Notice:** Autonomous execution surface: inspect prompt injection boundaries and tool privileges before granting shell/network access.

#### 4. Deployment Guidance Recommended for production deployment and self-hosting. Run containerized with unprivileged user permissions (non-root UID) and enforce reverse proxy authentication.

OPERATIONAL DOSSIER

Technical Specifications & Usage Profiles

DOC-ID: SOC-AI-SKILLS
SEC-01What It's Used For

Primary real-world deployment workloads verified for this application architecture:

Primary ai agents Workloads

24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, TTS, DevOps

Autonomous Data Sovereignty

Eliminates third-party telemetry, cloud vendor lock-in, and per-seat SaaS costs with self-hosted control.

Open Architecture & Interoperability

Built on Python with standard Apache-2.0 licensing, standard REST/GraphQL APIs, and open data export formats.

SEC-02How to Deploy & Use It (3 Paths)

Select your target deployment tier. Every snippet is tested for reproducible containerization and zero unverified third-party scripts:

BEGINNER

Quickstart Deployment

⏱ Est: 5 minutesDocs↗

Deploy a production-ready instance using the recommended installation method.

COMFORTABLE

Docker Compose & Persistent Volumes

⏱ Est: 20 minutesDocs↗

Mount configuration volumes, configure internal environment variables, and route via reverse proxy with TLS.

docker compose up -d
DEVELOPER

Native Source Build & Automation API

⏱ Est: 35 minutesDocs↗

Build directly from the repository source code using the Python toolchain and automate via API tokens.

git clone https://github.com/sanjay3290/ai-skills.git && cd $(basename "sanjay3290/ai-skills")
SEC-03Hardware & Runtime Requirements
MEMORY (RAM)
512 MB minimum (1 GB recommended)
STORAGE ALLOCATION
10 GB free disk space
PROCESSOR ARCH
1 vCPU (x86_64 or ARM64)
TESTED RUNTIME STACK
DockerPython
DIFFICULTY METERBeginner-Friendly
SEC-04Target Audience & Honest Limitations

Perfect For

  • •Self-hosters and developers looking for a reliable open-source ai agents solution.
  • •Teams requiring full custody of data under Apache-2.0 terms with zero external telemetry.
  • •Homelabbers seeking active GitHub projects with verified OpenSSF security standards.

Skip It If

  • •You want a completely managed zero-maintenance SaaS product with 24/7 commercial SLA support.
  • •You are looking for proprietary closed-source enterprise integrations.
Algorithmic Breakdown & Provenance

Score details

Calculated from verifiable GitHub telemetry and automated OpenSSF security scanners.

Scoring methodology →
OpenSSF Scorecard8.1 / 10
Active Vulnerabilities0 Active CVEs
Days Since Last Push3 days ago
Security Health(×0.55)
88/100

Elevated 55% weight for autonomous agents. Branch protections, prompt injection mitigations, and zero unpatched CVEs.

Maintenance Cadence(×0.25)
78/100

Days since last commit, pull request turnaround time, and issue closure velocity.

Community & Governance(×0.10)
68/100

Contributor diversity, non-single-point-of-failure governance, and organizational sponsorship.

Release Integrity(×0.10)
86/100

Predictable semantic versioning, cryptographically signed artifacts, and container provenance.

Score ProvenanceVerifiable algorithmic derivation breakdown
SafeAI Model Audit: Software Verified · Security Health 88 · Maintenance 78
Every score is calculated deterministically with zero editorial bias or commercial sponsorship.Learn how our deterministic weighting works

Risk Assessment & Operational Flags

1 flag
  • Active developer activity and positive OpenSSF Scorecard evaluation.
Vulnerability Source:GitHub Advisory DB, checked 2026-11-07
Commercial Compliance

Can I use this commercially?

Yes, fully commercial-friendly

Permissive with explicit patent protection. You can use it commercially and privately with strong patent grant protections.

Permitted Rights
  • ✓Commercial use
  • ✓Modification
  • ✓Distribution
  • ✓Patent grant
  • ✓Private use
Key Obligations & Notes
  • •Include copyright notice, copy of license, and state changes made to files.
SPDX Identifier: Apache-2.0Apache License 2.0
VULNERABILITY & GOVERNANCE MONITOR

Watch ai-skills for Vulnerability Alerts

Receive real-time alerts if ai-skills drops below 80 Safety Score or discloses a critical CVE.

Deployment & Installation

Commands to get the code. For a full setup, follow the project's own guide.

git clone https://github.com/sanjay3290/ai-skills.git
VERIFIED DEPLOYMENT INFRASTRUCTURE
Where to run ai-skills
SELF-HOSTED VPSFull Root Control

Hetzner Cloud & DigitalOcean

Spin up dedicated Linux nodes with Docker in under 60 seconds. Ideal for running containers with custom domains and reverse proxies.

ZERO-OPS MANAGEDNo Linux Admin

1-Click Managed Open Source

Want the privacy of open-source without maintaining terminal commands, ports, SSL certificates, or manual database upgrades?

SYSTEM TOPOLOGY & GITHUB DIAGRAM

ai-skills Deployment Architecture

Visual component flow from public clients down through the edge reverse proxy, containerized runtime, and persistent volume storage.

01 / INGRESS CLIENTS
Web, Mobile & CLIHTTPS / TLS 1.3
:443
02 / EDGE PROXY
Caddy / TraefikAuto-Cert / Rate Limit
Bridge
03 / CORE DAEMON
ai-skillsPython · 80.7/100
I/O
04 / DATA & DB
Embedded SQLite / Key-ValueNamed Volume / SSD
›View Raw GitHub Mermaid.js Source Code
↓
```mermaid
graph TD
    subgraph Clients ["1. Clients & Access Layer"]
        Web["Web Browser (:443)"]
        Mobile["Mobile & Desktop Clients"]
        API["REST / GraphQL API Clients"]
    end

    subgraph Edge ["2. Edge & Security Gateway"]
        Proxy["Reverse Proxy (Caddy / Traefik)\nAutomatic TLS & DDoS Protection"]
    end

    subgraph Container ["3. ai-skills Core Service"]
        App["ai-skills Daemon Container\nRuntime: Python\nLicense: Apache-2.0"]
    end

    subgraph Storage ["4. Persistent State & Volumes"]
        Data[("ai-skills Data Storage\n(/data /media)")]
        DB[("Embedded SQLite / Key-Value\nPersistent Database")]
    end

    Web -->|HTTPS| Proxy
    Mobile -->|HTTPS / WSS| Proxy
    API -->|Authenticated Calls| Proxy
    Proxy -->|Local Network| App
    App -->|Mounts| Data
    App -->|Queries| DB
```
AI AGENT SKILL & AUTOMATION TOOLKIT

Control ai-skills with AI Coding Agents

Equip Claude Code, Cursor, Hermes Agent, and Codex to autonomously audit and orchestrate ai-skills.

AGENT DEPLOYMENT PROMPTReady to Paste

Using SafeOpenSource telemetry, deploy and audit ai-skills (Safety Score: 80.7/100, License: Apache-2.0). Verify OpenSSF scorecard 8.1, isolate Docker network, and enforce non-root UID 1000:1000.

AGENT SKILL COMMANDSKILL.md Spec

Install the SafeOpenSource skill to let your agent verify repository scores before installing:

npx skills add safeopensource
Comparative Directory

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MAINTAINER TOOLKIT & BADGING

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