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 jykim/claude-obsidian-skills --skill ai4pkm-helpergit clone --depth 1 https://github.com/jykim/claude-obsidian-skillsWrote 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/jykim/claude-obsidian-skills/ai4pkm-helper)<a href="https://agentmods.dev/skills/jykim/claude-obsidian-skills/ai4pkm-helper"><img src="https://agentmods.dev/badge/skills/jykim/claude-obsidian-skills/ai4pkm-helper/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/jykim/claude-obsidian-skills/ai4pkm-helper"><img src="https://agentmods.dev/badge/skills/jykim/claude-obsidian-skills/ai4pkm-helper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00024 | $0.03111 |
| Opus 5 | $0.00012 | $0.01555 |
| Sonnet 5 | $0.00005 | $0.00622 |
| Haiku 4.5 | $0.00002 | $0.00311 |
Grade A, and why
ai4pkm-helper 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 13d 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 — 405 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI4PKM Helper
This skill provides guidance for configuring and managing AI4PKM orchestrator and workers. It helps users set up agents, configure multi-worker execution, and manage CLI workflows.
AI4PKM Architecture
flowchart BT
subgraph Gobi["Gobi Desktop"]
subgraph Storage["Storage"]
FS[File System]
end
subgraph Interface["Interface"]
OBS[Obsidian]
CC[Claude Code]
end
subgraph Core["Core"]
ORC[Orchestrator]
CLI[AI4PKM CLI]
end
end
Storage --> Interface --> Core
3-tier model:
- Storage: Markdown files (AI-optimal format)
- Interface: Obsidian for viewing/editing, Claude Code for AI interaction
- Core: Orchestrator for automation, CLI for quick commands
- GUI: Gobi Desktop wraps all above with visual interface
When to Use This Skill
Claude should automatically load this skill when:
- User wants to add, modify, or remove agents/nodes in orchestrator.yaml
- User wants to configure multi-worker execution (comparing AI models)
- User wants to update orchestrator defaults (executor, timeout, max_parallel)
- User wants to add or modify pollers (limitless, apple_photos, apple_notes)
- User asks about CLI commands for orchestrator management
- User needs help with orchestrator.yaml structure
Quick Commands
"워커 설정" / "Worker config" → Worker Configuration Guide
"에이전트 추가" / "Add agent" → Add New Agent Node
"폴러 설정" / "Poller config" → Poller Configuration
"설정 보기" → Show Current Config (ai4pkm --show-config)
"에이전트 목록" → List Agents (ai4pkm --list-agents)
"Orchestrator 설정" → Orchestrator Setup Module
"태스크 추가" → Task Management Module
Core Modules
Module 1: Orchestrator Setup (워크플로우 자동화)
Purpose: Configure orchestrator.yaml for event-driven automation
Key Concepts:
- Node: Event-driven agent that triggers on file changes or schedules
- Executor: AI engine to run (claude_code, codex_cli, gemini_cli)
- Poller: External data sync (limitless, apple_photos, apple_notes)
- Worker: Execution unit within a node (supports multi-worker for model comparison)
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 13d ago First seen · 405 lines · 24 tokens per session scan A bf6583c50485
ai4pkm-helper is a skill published in the GitHub repository jykim/claude-obsidian-skills (50 stars, last pushed 20d ago), licensed MIT. It adds 24 tokens to every session and 3,111 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.
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