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VERIFYING TELEMETRY
SafeOpenSource Cryptographic Engine
OpenSSF Scorecard: 7.9/10 (v4)|License: CC-BY-4.0 verified|Audit Methodology→
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one-skill-to-rule-them-all

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rebelytics/one-skill-to-rule-them-all

The meta-skill that builds and improves all your skills, including itself. Watches your work sessions (autonomous or human-led), captures patterns, corrections and judgement calls, and turns them into skill improvements and new skill candidates for your review. Practical application of the Augmented Expertise methodology. Open source: CC BY 4.0.

3,751 starsMarkdownRelease mainpushed 3 days agoOpenSSF: 7.9/10
78.5/100
Safety score
Health card

Why 78.5? 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 licenceCC-BY-4.0
Security68
Kept up to date94
People behind it68
Regular releases86
How we score →
AGENT CAPABILITY AUDIT

Permission & Sandboxing Architecture

Not reviewed by a person
DESTRUCTIVE ACTION GATE
ASKS CONFIRMATION

Requires explicit user confirmation before destructive execution.

EXECUTION RUNTIME
Containerized Sandbox Runtime

Guest container filesystem isolates host OS from tampering.

FILESYSTEM PERIMETER
Scoped Workspace Only

Access restricted to specified project directory volume.

NETWORK EGRESS
Outbound HTTPS to configured LLM provider and tool endpoints

Outbound traffic scoped exclusively to authorized endpoints.

OUR AUTOMATIC CHECK:one-skill-to-rule-them-all implements standard agent safety controls with isolated process execution.

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 one-skill-to-rule-them-all used for?

Category:AI Agents & Autonomous Systems
www.rebelytics.com/task-observer
one-skill-to-rule-them-all interface and deployment preview
one-skill-to-rule-them-all · mainMedium Setup

Live deployment interface view · Powered by official repository source

PRIMARY OBJECTIVE

The meta-skill that builds and improves all your skills, including itself. Watches your work sessions (autonomous or human-led), captures patterns, corrections and judgement calls, and turns them into skill improvements and new skill candidates for your review. Practical application of the Augmented Expertise methodology. Open source: CC BY 4.0.

COMMON APPLICATION WORKLOADS

Primary Workflow 1

Deploy one-skill-to-rule-them-all in secure environments

Primary Workflow 2

Integrate with developer and agent workflows

Deep Technical Audit

AI Repo Scan & Security Analysis

Scanned 2026-11-06 09:00 UTCView RepoRaw JSON Data

### Autonomous Evaluation Report: one-skill-to-rule-them-all

**Category:** ai-agents | **Self-Host Difficulty:** Medium | **Safety Score:** 79/100 (HEALTHY)

#### 1. Architecture & Maintenance Cadence one-skill-to-rule-them-all is an active open-source software project tracked under `rebelytics/one-skill-to-rule-them-all`. Maintenance telemetry scores 94/100 and community trust scores 68/100 based on repository activity and contributor adoption. The codebase is distributed under the `CC-BY-4.0` open-source license.

#### 2. Security Health & Supply-Chain Signals Security health is rated at 68/100 based on licensing compliance, commit hygiene, and issue response indicators. Release cadence discipline is evaluated at 86/100.

#### 3. Key Observations & Operational Risk - **Notice:** No recognized OSI open-source license declared. - **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-ONE-SKILL-TO-RULE-THEM-ALL
SEC-01What It's Used For

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

Primary ai agents Workloads

The meta-skill that builds and improves all your skills, including itself. Watches your work sessions (autonomous or human-led), captures patterns, corrections and judgement calls, and turns them into skill improvements and new skill candidates for your review. Practical application of the Augmented Expertise methodology. Open source: CC BY 4.0.

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 Markdown with standard CC-BY-4.0 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: 15 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 Markdown toolchain and automate via API tokens.

git clone https://github.com/rebelytics/one-skill-to-rule-them-all.git && cd $(basename "rebelytics/one-skill-to-rule-them-all")
SEC-03Hardware & Runtime Requirements
MEMORY (RAM)
2 GB minimum (4 GB recommended)
STORAGE ALLOCATION
10 GB free disk space
PROCESSOR ARCH
1 vCPU (x86_64 or ARM64)
TESTED RUNTIME STACK
DockerMarkdown
DIFFICULTY METERIntermediate Homelab
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 CC-BY-4.0 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 Scorecard7.9 / 10
Active Vulnerabilities0 Active CVEs
Days Since Last Push3 days ago
Security Health(×0.55)
68/100

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

Maintenance Cadence(×0.25)
94/100

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
Autonomous Heuristic Audit: Security Health 68 · Maintenance 94
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?

Caution / Review license terms

Unrecognized or custom license terms. Review the repository license file carefully before commercial or production integration.

Permitted Rights
  • ✓Permitted according to upstream repo terms
Key Obligations & Notes
  • •Inspect upstream LICENSE file on GitHub before commercial deployment.
SPDX Identifier: CC-BY-4.0CC-BY-4.0
VULNERABILITY & GOVERNANCE MONITOR

Watch one-skill-to-rule-them-all for Vulnerability Alerts

Receive real-time alerts if one-skill-to-rule-them-all 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/rebelytics/one-skill-to-rule-them-all.git
VERIFIED DEPLOYMENT INFRASTRUCTURE
Where to run one-skill-to-rule-them-all
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

one-skill-to-rule-them-all 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
one-skill-to-rule-them-allMarkdown · 78.5/100
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. one-skill-to-rule-them-all Core Service"]
        App["one-skill-to-rule-them-all Daemon Container\nRuntime: Markdown\nLicense: CC-BY-4.0"]
    end

    subgraph Storage ["4. Persistent State & Volumes"]
        Data[("one-skill-to-rule-them-all 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 one-skill-to-rule-them-all with AI Coding Agents

Equip Claude Code, Cursor, Hermes Agent, and Codex to autonomously audit and orchestrate one-skill-to-rule-them-all.

AGENT DEPLOYMENT PROMPTReady to Paste

Using SafeOpenSource telemetry, deploy and audit one-skill-to-rule-them-all (Safety Score: 78.5/100, License: CC-BY-4.0). Verify OpenSSF scorecard 7.9, 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

Alternatives in AI Agents & Autonomous Systems

View all in category →
MAINTAINER TOOLKIT & BADGING

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Maintain this repository or depend on it in production? Embed a live 0–100 Safety Score badge in your README. Badges are cached for 24 hours and updated automatically.

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