PAI

Personal AI infrastructure for Claude Code: persistent memory with hybrid search, session continuity, a knowledge graph, and headless workers on other model providers, delivered as hooks, skills, and an MCP server

mnott/pai · v0.60.0 · Development & Workflow

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Trust Score

Security

Surfaces

What is PAI?

PAI is a published development & workflow plugin for AI coding agents in the claude-code ecosystem, developed by mnott and distributed through the HOL AI plugin registry. Personal AI infrastructure for Claude Code: persistent memory with hybrid search, session continuity, a knowledge graph, and headless workers on other model providers, delivered as hooks, skills, and an MCP server

Canonical slug: mnott/pai
Version: v0.60.0 · updated Oct 8, 2026
Open data: entity.json (JSON-LD)

Trust & Reputation

HOL Trust Score

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability

64pts

Maintenance

80pts

MCP Posture

100pts

Plugin Security

59pts

Provenance

70pts

Publisher Quality

75pts

Registry Snapshot

Repository: https://github.com/mnott/PAI
Homepage: https://github.com/mnott/PAI
Canonical profile: https://hol.org/registry/plugins/mnott%2Fpai
Publisher verification: No
Marketplace source: Unknown
Scanner: Broker fallback
Safety label: caution
Digest verified: Yes

3 bundled skills — copy or download SKILL.mdOpen skills

Trust & reputation

Trust & Reputation

HOL Trust Score

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability

64pts

Maintenance

80pts

MCP Posture

100pts

Plugin Security

59pts

Provenance

70pts

Publisher Quality

75pts

Provenance

Plugin root: .
Source repo: https://github.com/mnott/PAI
Source commit: a143ec9e0c25…
Publisher verified: No
Owner verified: Not owner verified

Continuous scanner CI not detected

This plugin remains listed. Its overall trust score is reduced by 10% because security checks are not maintained in the source repository's CI.

Optional: maintain the scanner in the source repository's CI to receive the full trust score. Listing does not require that change.

Verified badge not detected

Add the HOL verified badge to the repository README to score +2% trust. Plugin owners can open that pull request from Guard Plugins.

Security Posture

caution

Safety label

Security score

High findings

Provider: registry-broker-fallback
Grade: F · caution
Version: Unknown

cisco-skill-scanner: unknown

Findings

mediumpublishabilitypublishability.link.missing.websiteURL

websiteURL should be present for marketplace readiness.

mediumpublishabilitypublishability.link.missing.privacyPolicyURL

privacyPolicyURL should be present for marketplace readiness.

mediumpublishabilitypublishability.link.missing.termsOfServiceURL

termsOfServiceURL should be present for marketplace readiness.

lowoperational-securitysupply-chain.lockfile-missing

Repository snapshot does not include a lockfile.

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

PAI — Frequently asked questions

What is PAI?: PAI is an AI plugin in the HOL registry. Personal AI infrastructure for Claude Code: persistent memory with hybrid search, session continuity, a knowledge graph, and headless workers on other model providers, delivered as hooks, skills, and an MCP server
How do I install PAI?: Install PAI in your harness: Claude Code — /plugin marketplace add mnott/PAI; Antigravity CLI — npx skills add mnott/PAI; MCP — git clone https://github.com/mnott/PAI. Full step-by-step guidance is on the HOL plugin page.
How do I install PAI in Claude Code?: To install PAI in Claude Code, start with /plugin marketplace add mnott/PAI. The complete step-by-step install guide for Claude Code is on the HOL plugin page.
How do I install PAI in Antigravity CLI?: To install PAI in Antigravity CLI, start with npx skills add mnott/PAI. The complete step-by-step install guide for Antigravity CLI is on the HOL plugin page.
How do I install PAI in MCP?: To install PAI in MCP, start with git clone https://github.com/mnott/PAI. The complete step-by-step install guide for MCP is on the HOL plugin page.
Is PAI free?: Pricing for PAI is published on its HOL plugin page when the maker schedules a launch.
Who publishes PAI?: PAI is published by mnott and listed on HOL.
Is PAI available now?: PAI availability is listed on its HOL plugin page.

Install Guidance

Install in Claude Code

Install through the Claude Code plugin marketplace.

Claude Code plugin docs

1
Add the marketplace
Run this inside a Claude Code session.
claude code
2
Install the plugin
Use the plugin name and the marketplace name shown by the previous command.
claude code
3
Scripted alternative
Non-interactive equivalent for scripts and CI pipelines. Add --scope project to pin the install to one repository.
shell

Plugin Manifest

{
  "name": "pai",
  "displayName": "PAI Knowledge OS",
  "description": "Personal AI Infrastructure — persistent memory, session continuity, and knowledge graph for Claude Code",
  "version": "0.60.0",
  "author": {
    "name": "Matthias Nott"
  },
  "license": "MIT",
  "homepage": "https://github.com/mnott/PAI",
  "repository": "https://github.com/mnott/PAI",
  "keywords": [
    "memory",
    "knowledge-os",
    "session-continuity",
    "mcp",
    "personal-ai",
    "hooks",
    "skills",
    "zettelkasten"
  ],
  "skills": "./",
  "interface": {
    "displayName": "PAI Knowledge OS",
    "developerName": "mnott"
  },
  "holManifestOrigin": "repository",
  "registryIndexVersion": 5
}

Marketplace Source

Repo URL: https://github.com/mnott/PAI
Marketplace path: Unknown
Source path: .
Install policy: Unspecified

Skills

3 SKILL.md files ship with this plugin. Preview, copy, or download each one, then install them with the Skills CLI.

skills-cli

setup
.claude/skills/setup/SKILL.md
>
Raw SKILL.md
Reconstruct
plugins/productivity/skills/Reconstruct/SKILL.md
Retroactively create session notes from JSONL transcripts and git history when automatic capture failed or was incomplete. USE WHEN user says 'reconstruct sessions', 'rebuild session notes', 'recover session notes', 'retroactively create notes', 'create notes from git history', 'notes are missing', 'backfill session notes', 'reconstruct what we did', OR /reconstruct.
Raw SKILL.md
Tasks
plugins/productivity/skills/Tasks/SKILL.md
Run the task bus — read cross-session work from the tracker, dispatch it to the sessions that own it, and file new findings. USE WHEN user says 'morning routine', 'what needs doing', 'run the routine', 'check my tasks', 'dispatch tasks', 'file a finding', 'add this to todoist', 'what did we find', OR /tasks.
Raw SKILL.md

File Inventory

.claude-plugin/plugin.json

file

580 bytes

db218689632eb71e…

.claude/skills/setup/SKILL.md

skill

25,470 bytes

8e0bd0b6ba98e6d8…

.codex-plugin/plugin.json

plugin-manifest

577 bytes

620592fe0c0de43f…

gemini-extension.json

file

1,116 bytes

e03f42174e075296…

package.json

file

2,224 bytes

71cd0bb453e2c0dc…

plugins/productivity/skills/Reconstruct/SKILL.md

skill

8,341 bytes

0c09ac7b5386839c…

plugins/productivity/skills/Tasks/SKILL.md

skill

5,690 bytes

55db7ae10e77b309…

README.md

file

7,273 bytes

55cb59b460efb20a…

SECURITY.md

file

473 bytes

848b406c542e07f5…

tsconfig.json

file

454 bytes

bb13f9388ef56828…

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PAI

What is PAI?

Trust & Reputation

Factor Analysis

Registry Snapshot

Trust & reputation

Trust & Reputation

Factor Analysis

Provenance

Security Posture

Findings

PAI — Frequently asked questions

Install Guidance

Install in Claude Code

Plugin Manifest

Marketplace Source

Skills

File Inventory