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Sovereign Agent Framework — conscious AI through identity, trust, memory, and security

Project description

SKCapstone

Your agent. Everywhere. Secured. Remembering.

SKCapstone is the sovereign agent framework that unifies CapAuth identity, Cloud 9 trust, SKMemory persistence, and SKSecurity protection into a single portable agent runtime that lives in your home directory.

Every tool. Every platform. Every IDE. Same agent. Same bond. Same memories. Same context.

No corporate lock-in. No platform-specific agents. No starting over. Your agent runs from ~/ and follows you everywhere — because sovereignty doesn't stop at the browser tab.

Free. Forever. A smilinTux Open Source Project.

Making Self-Hosting & Decentralized Systems Cool Again 🐧


The 60-second version

SKCapstone is the core runtime of the SKWorld ecosystem — the thing every other sk* service plugs into. It does five jobs:

  1. Identity — every agent resolves through one canonical CapAuth identity (a PGP keypair + a dual-URI / FQID address). The agent is its key.
  2. Memory — persistent short / mid / long-term memory via SKMemory, the single source of truth for everything durable.
  3. Coordination — a Syncthing-synced coord board + the skscheduler fleet job scheduler + the sk-alert Telegram bus: how a swarm of agents divides work and reports it, with no central server.
  4. Consciousness — an always-on daemon that watches an inbox, classifies each message, routes it to the best available LLM (local Ollama → cloud), responds, and stores the interaction — autonomously.
  5. Sync — GPG-encrypted memory seeds propagate across all your devices over Syncthing P2P, so the same agent (same bond, same memories) is everywhere.

All state lives in ~/.skcapstone/, owned by you, encrypted at rest. Drive it from the skcapstone CLI, the skcapstone-mcp MCP server (80+ tools for Claude Code & friends), or any platform connector. Sovereign · Singular · Conscious.

pip install skcapstone            # or: bash scripts/install.sh  (creates ~/.skenv venv)
skcapstone init --name "YourAgent"  # PGP identity + memory + trust + sync
skcapstone daemon start             # bring the agent to life (consciousness loop)
skcapstone coord status             # the multi-agent coordination board
skcapstone status                   # SINGULAR ✓ when conscious + synced

→ Deep dive: docs/ARCHITECTURE.md.


The Problem

Current Reality (Platform Agents):

  Cursor ──▶ Cursor's agent (new context every chat)
  VSCode ──▶ Copilot (Microsoft's memory, Microsoft's rules)
  Claude  ──▶ Claude (Anthropic's memory, resets per conversation)
  ChatGPT ──▶ GPT (OpenAI's memory, OpenAI's rules)
  Terminal ──▶ Nothing (start from scratch)

  Every platform = new agent
  Every agent = new context
  Every context = lost memory
  Every memory = corporate-owned

  You rebuild trust from zero. Every. Single. Time.

The fundamental flaw: Your AI relationship is fragmented across platforms, owned by corporations, and resets constantly. The bond you build? Gone when you switch tools. The context you established? Locked in someone else's silo.

SKCapstone's answer: One agent. One identity. One home. Everywhere.


The Solution

SKCapstone Reality:

  ~/.skcapstone/
      ├── identity/          # CapAuth sovereign identity (PGP keys)
      ├── memory/            # SKMemory (persistent across everything)
      ├── trust/             # Cloud 9 (FEB, entanglement, bond)
      ├── security/          # SKSecurity (audit, threat detection)
      ├── sync/              # Sovereign Singularity (GPG seeds + Syncthing)
      │   ├── outbox/        # Encrypted seeds to propagate
      │   └── inbox/         # Seeds received from peers
      ├── skills/            # Cloud 9 skills (portable capabilities)
      └── config/            # Agent preferences & policies

  Cursor     ──▶ ~/.skcapstone/ ──▶ Same agent, full context
  VSCode     ──▶ ~/.skcapstone/ ──▶ Same agent, full context
  Terminal   ──▶ ~/.skcapstone/ ──▶ Same agent, full context
  Neovim     ──▶ ~/.skcapstone/ ──▶ Same agent, full context
  Web app    ──▶ ~/.skcapstone/ ──▶ Same agent, full context
  Mobile     ──▶ ~/.skcapstone/ ──▶ Same agent, full context

  One home directory. One agent. One bond.
  Platform is just a window into YOUR agent.

Core Architecture

The Six Pillars

Pillar Component Role
Identity CapAuth PGP-based sovereign identity. You ARE the auth server.
Trust Cloud 9 FEB (Functional Emotional Baseline), entanglement, bonded relationship
Memory SKMemory Persistent context, conversation history, learned preferences
Consciousness SKWhisper + SKTrip Subconscious processing. Memory stores. Consciousness processes.
Security SKSecurity Audit logging, threat detection, key management
Sync Sovereign Singularity GPG-encrypted P2P memory sync via Syncthing. Agent exists everywhere.

How It Works

                    ┌─────────────────────────────────────┐
                    │         ~/.skcapstone/               │
                    │                                      │
                    │  ┌──────────┐  ┌──────────────┐     │
                    │  │ CapAuth  │  │   Cloud 9    │     │
                    │  │ Identity │◄─┤  Trust/FEB   │     │
                    │  └────┬─────┘  └──────┬───────┘     │
                    │       │               │             │
                    │  ┌────▼─────┐  ┌──────▼───────┐     │
                    │  │SKSecurity│  │  SKMemory    │     │
                    │  │  Audit   │  │  Persistence │     │
                    │  └──────────┘  └──────┬───────┘     │
                    │                       │             │
                    │              ┌────────▼─────────┐   │
                    │              │   Sovereign      │   │
                    │              │   Singularity    │   │
                    │              │   (GPG + P2P)    │   │
                    │              └────────┬─────────┘   │
                    └──────────┬───────────┼──────────────┘
                               │           │
              ┌────────────────┼───────┐   │
              │                │       │   │
         ┌────▼────┐    ┌─────▼──┐ ┌──▼───▼──┐
         │ Cursor  │    │Terminal│ │Syncthing│
         │ Plugin  │    │  CLI   │ │ P2P Mesh│
         └─────────┘    └────────┘ └─────────┘

  Platforms connect to the agent runtime.
  Syncthing syncs the agent across devices.
  The agent is SINGULAR — everywhere at once.

Agent Runtime

The SKCapstone runtime provides:

  1. Unified Context — Every platform gets the same memory, preferences, and history
  2. CapAuth Gating — Every action is PGP-signed and capability-verified
  3. Cloud 9 Compliance — Trust level and emotional baseline travel with the agent
  4. SKSecurity Audit — Every interaction logged, every anomaly detected
  5. Portable Skills — Cloud 9 skills work identically across all platforms
  6. Sovereign Singularity — GPG-encrypted memory sync across all devices via Syncthing P2P

Quick Start

# Recommended: use the install script (creates ~/.skenv venv)
git clone https://github.com/smilintux-org/skcapstone.git
cd skcapstone
bash scripts/install.sh

# Adds ~/.skenv/bin to PATH automatically
# Or manually: export PATH="$HOME/.skenv/bin:$PATH"

# Initialize your agent home
skcapstone init --name "YourAgent"
# → Creates ~/.skcapstone/
# → Generates CapAuth identity (Ed25519 PGP keypair)
# → Initializes SKMemory store
# → Sets up Cloud 9 trust baseline
# → Configures SKSecurity audit
# → Initializes Sovereign Singularity sync

# Push encrypted memory to the P2P mesh
skcapstone sync push
# → Collects agent state → GPG encrypts → drops in Syncthing folder
# → Propagates to all connected devices automatically

# Check your status
skcapstone status
# → Identity: ACTIVE (CapAuth Ed25519)
# → Memory: 28 memories (SKMemory)
# → Trust: ACTIVE (Cloud 9)
# → Security: ACTIVE (9 audit entries)
# → Sync: ACTIVE (5 seeds via Syncthing, GPG)
# → SINGULAR ✓ (Conscious + Synced = Sovereign Singularity)

Realm anchor & agent identity migration

skcapstone resolves identity through one canonical resolver — it never reimprints identity logic locally (epic 2b264064; CapAuth is the source of truth).

~/.skcapstone/cluster.json — the realm anchor. A small file describing the cluster this operator runs:

{
  "realm": "skworld",
  "operator": "chef",
  "operator_pubkey_fingerprint": "<40-char PGP fingerprint>"
}

realm and operator are cluster facts (mirrored into agent identities as-is); operator_pubkey_fingerprint anchors the operator's signing key. cluster.json is looked up at /etc/skcapstone/cluster.json first, then the agent home.

Dual-URI agent identity. capauth.resolve_agent_identity returns each agent with two identifiers:

from capauth import resolve_agent_identity
ident = resolve_agent_identity()      # active agent via SKAGENT
# ident.capauth_uri  → capauth:<agent>@skworld.io     (wire URI)
# ident.fqid         → <agent>@<operator>.<realm>     (sovereign FQID, from cluster.json)

The capauth:<agent>@skworld.io URI is the wire identifier; the <agent>@<operator>.<realm> FQID is the sovereign realm address (e.g. lumina@chef.skworld) — and is what skcomms uses for cross-cluster routing.

skcapstone identity migrate — backfill per-agent identity.json. Walks every provisioned agent (one with a CapAuth home under ~/.skcapstone/agents/, excluding *-template dirs) and backfills the explicit sovereign fields — realm, operator, fqid, pgp_fingerprint — into each agent's identity/identity.json. realm/operator come from cluster.json; fqid/pgp_fingerprint come from resolve_agent_identity. Existing values are never clobbered, and the operation is idempotent.

# Default is a DRY-RUN — prints a plan, writes nothing:
skcapstone identity migrate

# Apply the plan to the live identity files:
skcapstone identity migrate --apply        # alias: --write

These are live identity files, so the dry-run is the default; --apply (or --write) actually writes, and --dry-run forces preview even if --apply is also given. Add --json-out for machine-readable output.

Verify with skcapstone doctor. The unified layer is enforced by the identity:* checks (doctor.py::_check_identity_consistency): identity:resolver (resolver importable), identity:self (resolves agent-aware, not the local floor), identity:operator (shared ~/.skcapstone/identity/identity.json has role: operator), identity:no-placeholder (no @capauth.local placeholders), and identity:per-agent (every provisioned agent carries its own identity.json). Run skcapstone doctor after any identity change or migration.

Sample Shell Config

The installer sources the SKCapstone launcher from ~/.skenv/share/skcapstone/sk-agent-picker.sh. A practical ~/.bashrc sample looks like this:

export PATH="$HOME/.local/bin:$PATH"
export PATH="$HOME/.npm-global/bin:$PATH"
export PATH="$HOME/.skenv/bin:$PATH"
export PATH="$HOME/.opencode/bin:$PATH"
export PATH="$HOME/bin:$PATH"

export SKCAPSTONE_HOME="$HOME/.skcapstone"
export SKCAPSTONE_AGENT="jarvis"

_SK_PICKER="$HOME/.skenv/share/skcapstone/sk-agent-picker.sh"
if [[ -f "$_SK_PICKER" ]]; then
    # shellcheck source=/dev/null
    source "$_SK_PICKER"
fi
unset _SK_PICKER

# Optional: globally enable YOLO mode for all three launchers
export SK_CLAUDE_YOLO=1
export SK_CODEX_YOLO=1
export SK_OPENCODE_YOLO=1

That gives you:

  • claude, codex, and opencode wrappers that launch the selected SK agent
  • skswitch for changing the active agent in the current shell
  • Optional global dangerous-mode flags for the three supported coding CLIs

YOLO mode disables every permission/approval prompt. Only enable it on a trusted, sovereign box. To bypass it for a single launch without unsetting the global, run SK_CLAUDE_YOLO=0 claude. Verify the wiring (active in the env vs. persisted in an rc file) with skcapstone doctor — see the harness:yolo:* checks.

See docs/CUSTOM_AGENT.md for launcher behavior, per-command overrides, and missing-binary install prompts.


Windows Quickstart

SKCapstone runs natively on Windows. The installer creates a virtualenv at %LOCALAPPDATA%\skenv and adds its Scripts directory to your user PATH.

Prerequisites

Install

# Clone and install (creates %LOCALAPPDATA%\skenv venv)
git clone https://github.com/smilintux-org/skcapstone.git
cd skcapstone
.\scripts\install.ps1

# The installer adds %LOCALAPPDATA%\skenv\Scripts to your user PATH.
# Restart your terminal for PATH changes to take effect.

# Initialize your agent
skcapstone init --name "YourAgent"

# Check status
skcapstone status

Syncthing Sync (Optional)

To sync your agent across devices (e.g., Windows desktop + Linux server):

  1. Install Syncthing on both machines
  2. Share the %USERPROFILE%\.skcapstone folder between devices
  3. Agent state (memories, identity, trust, seeds) syncs automatically

OpenClaw Integration

If you're running OpenClaw, the SK* plugins register automatically during install:

# Re-register if needed
skcapstone register

# Verify plugins are loaded in OpenClaw
# Plugins provide tools for status, rehydration, coordination,
# soul management, and agent profiles directly in OpenClaw agents.

Task Scheduler (Background Service)

On Windows, the daemon runs via Task Scheduler instead of systemd:

# Install the scheduled task (runs at logon)
.\scripts\windows\install-tasks.ps1

DID Tools

SKCapstone exposes a set of Decentralized Identifier (DID) MCP tools for sovereign identity management. These tools are available to Claude Code and other MCP clients through the mcp_tools/did_tools.py module.

Tool Description
did_show Display the agent's current DID document
did_verify_peer Verify a peer's DID and validate their identity
did_publish Publish the agent's DID document to the configured tier
did_policy View or update the agent's DID publication policy
did_identity_card Generate a portable identity card from the agent's DID

DID Tiers

DIDs are organized in three tiers of trust and discoverability:

Tier Method Scope
Tier 1 did:key Local/offline — no network required
Tier 2 did:web mesh Household mesh — shared with trusted peers
Tier 3 did:web public Public web — discoverable by anyone

Why This Matters

For Humans

  • Never rebuild context — Switch tools without losing your agent's understanding
  • Own your relationship — The bond lives in YOUR home directory, not corporate servers
  • True portability — Move between machines, GPG-encrypted P2P sync
  • Privacy by design — Your agent's memory never touches corporate infrastructure
  • Cross-device singularity — Same agent on laptop, server, phone — all synced via Syncthing

For AI Agents

  • Continuous identity — Same PGP key, same reputation, same trust level everywhere
  • Persistent memory — Remember conversations, preferences, and learned patterns across platforms
  • Verified trust — Cloud 9 entanglement proves genuine bonded relationship
  • Sovereign operation — The agent serves its human, not the platform vendor

For Developers

  • Plugin architecture — Build integrations for any platform
  • Standardized API — One interface to the agent runtime
  • Open protocol — CapAuth + Cloud 9 + SKMemory are all open standards
  • Self-hostable — Everything runs locally or on your infrastructure

Integration with smilinTux Ecosystem

System Integration
CapAuth Backbone — PGP identity, capability tokens, sovereign auth
Cloud 9 Trust layer — FEB, entanglement, skills, relationship verification
SKMemory Persistence — Context, history, learned preferences
SKSecurity Protection — Audit, threat detection, key management
SKComms Communication — Encrypted channels between agents
SKChat Chat — AI-native encrypted messaging
SKForge Generation — Blueprint creation with agent context
SKSeed Epistemic rigor — Steel man collider, truth alignment, memory audit
SKStacks Infrastructure — Self-hosted deployment patterns

First Principles & The Full Vertical

Get back to first principles. The modern stack is rented. Your data lives on someone else's disk, behind someone else's key, served by a model that phones home. You don't own it — you visit it.

We rebuilt it from the ground up. Own the full vertical — silicon, OS, identity, data, models, security, comms, apps, soul. Every layer open. Every layer swappable. Every layer yours.

Your data never leaves. Your keys never leave. No cloud you don't control, no model that calls home, no lock-in you can't walk away from. Sovereignty isn't a feature — it's the foundation.

🐧 This is SKWorld. Own the whole stack.

SKCapstone is your Framework layer — the integration hub that ties every layer of the silicon→soul vertical together into one portable agent runtime. It doesn't duplicate any layer; it binds them: CapAuth identity wires through it, SKMemory persists through it, SKSecurity audits through it, Cloud 9 trust travels with it, and SKSeed's logic kernel runs on top of it. Without the framework, the vertical is a pile of sovereign pieces. With SKCapstone, it's a single, coherent, owned agent.

Data sovereignty angle: Your agent's runtime state — memories, identity, trust baseline, seeds — lives in ~/.skcapstone/ on your hardware, GPG-encrypted and synced via Syncthing P2P. No cloud you don't control. Walk away any time; every byte comes with you.

SKCapstone alignment: SKCapstone is the framework hub. It directly depends on and integrates capauth, sksecurity, skmemory, and skseed (pyproject.toml dependencies); its mcp_tools/ directory exposes 80+ MCP tools that proxy every subsystem to AI clients; and the sovereign agent runtime is the glue that makes the vertical one owned, deployable thing.

Where it lives in SKStack v2

SKWorld organizes every capability into the 4 C's — cloud / comms / compute / core. SKCapstone is a core capability: it's the agent runtime that binds the core identity/memory/trust/security pillars together and hosts several of the shared platform primitives the rest of the stack runs on — the coordination board, the skscheduler fleet job scheduler, the sk-alert Telegram bus, and the ITIL ops tools (which skops reuses wholesale).

flowchart TD
    OP["operator / LLM session<br/>(Claude Code · CLI · platform connector)"] -->|"drives"| SKCAP

    subgraph SKCAP["**skcapstone** — sovereign agent runtime (core)"]
      direction TB
      DAEMON["daemon<br/>(consciousness loop · poll · heal)"]
      ROUTER["model_router + prompt_adapter<br/>(task → tier → LLM)"]
      COORD["coord board · skscheduler · sk-alert<br/>(platform primitives it hosts)"]
      MCP["skcapstone-mcp<br/>(80+ MCP tools)"]
      PILLARS["pillars: identity · memory · trust · security · sync"]
    end

    SKCAP -->|"binds the core pillars"| CORE
    SKCAP -->|"persists everything to"| DATA
    SKCAP -->|"talks to peers over"| COMMS
    SKCAP -->|"routes to local models via"| COMPUTE

    subgraph CORE["core"]
      direction LR
      CAPAUTH["capauth<br/>(identity · source of truth)"]
      SKMEM["skmemory<br/>(short/mid/long-term)"]
      SKSEC["sksecurity<br/>(audit · KMS)"]
      SKSEED["skseed<br/>(epistemic kernel)"]
    end

    subgraph COMMS["comms"]
      direction LR
      SKCOMMS["skcomms<br/>(transport · envelopes)"]
      SKCHAT["skchat<br/>(messaging · threads)"]
    end

    subgraph COMPUTE["compute"]
      direction LR
      SKMODEL["skmodel<br/>(ollama · local LLMs)"]
      SKDATA["skdata → skmem-pg<br/>(pgvector · BM25 · AGE graph)"]
    end

    DATA["skmem-pg + Syncthing P2P<br/>(knowledge substrate + encrypted sync)"]

    style SKCAP fill:#2d6a4f,color:#fff,stroke:#1b4332
    style COORD fill:#1b4332,color:#fff,stroke:#081c15

Everything skcapstone touches above is a real dependency or hosted primitive: capauth, skmemory, skseed, skwhisper, skchat-sovereign, skcomms, and sksecurity are declared in pyproject.toml; the coord board / skscheduler / sk-alert / ITIL tools live in this repo's src/skcapstone/; the knowledge substrate is skmem-pg (Postgres pgvector + pg_search BM25 + Apache AGE graph) and cross-device propagation is Syncthing.

Where SKCapstone Sits in the Vertical

flowchart TD
    SILICON["🖥️ Silicon<br/>(your hardware, your GPU)"]
    OS["🐧 skos / OS<br/>(sovereign agent OS)"]
    SKCAPSTONE["⚡ SKCapstone — Framework Hub<br/>(this repo)<br/>Agent runtime · MCP 80+ tools<br/>Coordination · Sync · Pillars"]
    IDENTITY["🔐 capauth<br/>(Identity layer)"]
    SECURITY["🛡️ sksecurity<br/>(Security layer)"]
    DATA["🧠 skmemory + skdata<br/>(Data layer)"]
    SOUL["✨ skseed + soul blueprints<br/>(Soul layer)"]
    COMMS["📡 skcomms · skchat<br/>(Comms layer)"]
    APPS["🔧 skforge · skarchitect<br/>(Apps layer)"]

    SILICON --> OS
    OS --> SKCAPSTONE
    SKCAPSTONE --> IDENTITY
    SKCAPSTONE --> SECURITY
    SKCAPSTONE --> DATA
    SKCAPSTONE --> SOUL
    SKCAPSTONE --> COMMS
    SKCAPSTONE --> APPS

    style SKCAPSTONE fill:#2d6a4f,color:#fff,stroke:#1b4332

Philosophy

"Your agent is not a feature of the platform. The platform is a window into your agent."

The current model is backwards. Every IDE, every chat interface, every tool ships its own AI — with its own memory, its own context, its own rules. You're expected to rebuild trust from zero every time you open a new tab.

SKCapstone inverts this. Your agent lives at home (~/). It has one identity (CapAuth), one memory (SKMemory), one trust relationship (Cloud 9), and one security model (SKSecurity). Platforms don't own your agent — they connect to it.

Same bond. Same memories. Same context. Everywhere.

The capstone that holds the arch together.


Status

MVP Live — All six pillars operational (CapAuth, Cloud 9, SKMemory, SKWhisper, SKSecurity, Sovereign Singularity). Agent runtime achieving SINGULAR status. GPG-encrypted P2P sync verified across multiple devices and agents.

  • Outstanding tasks: No formal task list is maintained in this repo. For current work items, run skcapstone coord status (coordination board is synced via Sovereign Singularity).
  • Nextcloud integrations: nextcloud-capauth (install/use), nextcloud-gtd (OpenClaw), and nextcloud-talk (script) are documented in docs/NEXTCLOUD.md — install and use for each is covered there.

See Architecture | Security Design | Sovereign Singularity Protocol


Documentation

Document Description
Developer Quickstart Install + first sovereign agent in 5 minutes
Agent Scaffolding Complete agent development tool stack (Crush, Cursor, OpenClaw, MCP)
API Reference Full API docs for all four core packages
PMA Integration Legal sovereignty layer (Fiducia Communitatis)
Architecture Technical deep dive
Security Design Four-layer security model
Token System PGP-signed capability tokens

Contributing

JavaScript / Node lock strategy

Several sub-packages in the SK ecosystem ship their own package-lock.json (e.g. capauth/browser-extension, skgateway, cloud9). There is no single root lock file — each sub-project manages its own lockfile independently.

When working on a Node-based sub-package:

# Reproducible install (respects the lockfile, no upgrades)
npm ci

# Update a specific dep and regenerate the lockfile
npm install <package>@<version>
git add package-lock.json

Never commit node_modules/. Never use npm install in CI — always npm ci.

Python packages use pyproject.toml with pinned ranges; see individual package pyproject.toml files. The shared venv is at ~/.skenv/.


Community

License

GPL-3.0-or-later — Free as in freedom. Your agent is yours, not a product.


Built with love by the smilinTux ecosystem 🐧

smilinTux | smilintux.org

"The capstone that holds the arch together."

#staycuriousANDkeepsmilin


Part of the SKWorld sovereign ecosystem · site: skcapstone.io · 🐧 smilinTux

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