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obsidian-vault/300 areas/350 AI/Pi Agent Extensions & Skills.md

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---
created: 2026-05-16
modified: 2026-05-16
type: note
tags:
- ai
- dev-ops
aliases: []
---
# Pi Agent Extensions & Skills
## Source Repositories
| Source | Location |
|---|---|
| Gitea (package) | `git:https://gitea.lab.audasmedia.com.au/sam/pi-config` |
| Local filesystem | `~/.agents/` |
| Project settings | `sys_config/.pi/settings.json`, `ai_setup/.pi/settings.json` |
---
## Extensions
| Extension | Source | Purpose |
|---|---|---|
| **pi-config** | `~/.agents` | `/config-add`, `/config-remove`, `/config-show`, `/config-setup` — manage which extensions/skills are active in a project |
| **tavily-search** | Gitea | `tavily_search` — web search via Tavily API (AI-optimized) |
| **web-fetch** | `~/.agents` | `web_fetch` — fetch any URL and return clean markdown (HTML, PDF, JS-rendered with Jina fallback) |
| **ask-user-question** | `~/.agents` | `ask_user_question` — LLM presents structured multiple-choice / text questions with keyboard UI |
| **video-extract** | `~/.agents` | `video_extract` — extract frames from YouTube/local video + full Gemini analysis (requires ffmpeg + yt-dlp + GEMINI_API_KEY) |
| **filechanges** | `~/.agents` | `/filechanges`, `/filechanges-accept`, `/filechanges-decline` — tracks every file LLM edits/writes, diff review, revert |
| **pi-subagents** (nicopreme) | npm (global) | Spawn child Pi agents with chains, parallel execution, async dispatch. `/agents` command. Integrates with pi-prompt-template-model for delegated prompt execution |
| **pi-prompt-template-model** | npm (global) | Model-switching prompt templates with frontmatter. See [[#Prompt Templates]] section below |
| **pi-mcp-adapter** | npm (global) | Single proxy tool (~200 tokens) replaces hundreds of MCP tool definitions. `/mcp` command for management. Lazy server connections |
| **pi-graphify** | `~/.agents` | Knowledge graph tools: build, query, path tracing, explain, watch, add, update |
| **plannotator** | `~/.agents` | Interactive plan review with browser UI, annotations, code review |
| **caveman** | `~/.agents` | Ultra-compressed communication mode |
| **markitdown** | `~/.agents` | Convert files (PDF, Word, Excel, PPTX, images, HTML, etc.) to Markdown. Image analysis via Qwen 2.5 VL 72B on OpenRouter. |
| **smart-router** | `~/.agents` | Dynamic prompt routing + thinking levels — analyzes intent, routes to optimal model, sets thinking level per task complexity. `/lock-model` and `/unlock-model` for manual override. Triggers Headroom compression for heavy analysis/code/devops contexts. |
---
## Skills
| Skill | Purpose |
|---|---|
| **nixos-workflow** | STRICT workflow for managing Pi assets via Gitea on NixOS |
| **system-architect** | Multi-machine NixOS infrastructure (Snapcast, MQTT, Docker, Nvim) |
| **obsidian-cli** | Interact with Obsidian vault (notes, search, plugin dev, theme dev) |
| **graphify** | Full-pipeline knowledge graph orchestration |
| **caveman** | Caveman communication mode |
| **openspec-propose** | Propose new changes with design docs, specs, tasks |
| **openspec-apply-change** | Implement tasks from an OpenSpec change |
| **openspec-archive-change** | Archive completed changes |
| **openspec-explore** | Explore ideas and clarify requirements |
| **npm-security** | Scan packages with SafeDep Vet, check typosquatting with npq, wrap installs with Socket Firewall |
| **markitdown** | Convert files (PDF, Word, Excel, PowerPoint, images, HTML, CSV, JSON, XML, ZIP, EPubs, YouTube) to Markdown for LLM consumption. Image analysis via Qwen 2.5 VL 72B on OpenRouter. |
---
## markitdown
Convert various file formats to Markdown. Useful for feeding documents and images into LLMs.
### What it converts
| Format | Input | Notes |
|--------|-------|-------|
| PDF | `.pdf` | Preserves structure (headings, lists, tables) |
| Word | `.docx` | mammoth + lxml |
| PowerPoint | `.pptx` | python-pptx |
| Excel | `.xlsx`, `.xls` | openpyxl + pandas |
| Images | `.jpg`, `.png`, etc. | EXIF metadata (free) + LLM vision description (via OpenRouter) |
| HTML | `.html` | beautifulsoup4 |
| CSV / JSON / XML | `.csv`, `.json`, `.xml` | Structured data → Markdown tables |
| ZIP | `.zip` | Iterates contents, converts each file |
| EPubs | `.epub` | |
| YouTube | URLs | Transcript extraction |
### CLI usage
```bash
# Convert file to Markdown (stdout)
markitdown document.pdf
# Write to file
markitdown document.pdf -o document.md
# Image with LLM vision description
markitdown-vision photo.jpg
```
### Image analysis
Two levels:
1. **EXIF metadata only** (free, no API key): `markitdown photo.jpg`
2. **LLM vision description** (via OpenRouter, requires API key): `markitdown-vision photo.jpg`
The `markitdown-vision` wrapper auto-sources `OPENROUTER_API_KEY` from `~/.config/environment.d/10-secrets.conf` and uses `qwen/qwen2.5-vl-72b-instruct`.
### Missing / can be added
| Feature | What's needed |
|---------|--------------|
| Audio transcription | `pip install markitdown[audio-transcription]` (pydub + speechrecognition) |
| Azure AI Document Intelligence | `pip install markitdown[az-doc-intel]` + Azure credentials |
| Azure Content Understanding | `pip install markitdown[az-content-understanding]` + Azure credentials |
| markitdown-ocr plugin | Installed but needs OpenRouter key enabled to activate |
---
## Security Tools (npm Global)
Three tools installed globally at `~/.local/share/npm-global/bin/` to guard package installs.
### SafeDep Vet (`vet`)
Scans local directories for multi-language malware signatures. Catches obfuscated code, suspicious imports, base64 payloads.
```bash
# Scan a cloned repo before touching it
vet scan -D . --format json --filter "package.malware == true"
# Scan package metadata from npm registry
vet scan package <name> --format json
```
### Socket Firewall (`socket`)
Wraps npm/pip installs with real-time scanning. Blocks malicious packages at install time.
```bash
# Safe npm install
socket npm install <package>
# Safe pip install
socket pip install -r requirements.txt
```
### npq
Checks package names against typosquatting lists before install. Lightweight, local, no phoning home.
```bash
npq check <package> --json
```
### Workflow
```
1. vet scan → checks for malware in the code/package
2. npq check → checks the package name for typosquatting
3. socket install → wraps the actual install with runtime scanning
```
The **npm-security** skill instructs the Pi agent to follow this workflow before any install.
---
## Smart Router
The smart-router extension (`~/.agents/extensions/smart-router/`) is a **prompt interceptor** that analyzes every incoming prompt and dynamically routes it to the most appropriate model based on intent. It also sets thinking levels and triggers Headroom context compression for heavy workloads.
### How it works
1. Every prompt is intercepted before the agent loop starts
2. A fast model (`openrouter/free`) analyzes the intent
3. The prompt is classified into tags (read, discuss, search, devops-low, devops-high, code-analysis-low, code-analysis-high, codewrite-low, codewrite-high)
4. The router selects the optimal model + thinking level based on tag
5. For analysis/code/devops tags, large contexts (>5K tokens) are compressed via Headroom before reaching the LLM
6. Routing + compression status appears in the **footer status bar** (e.g. `🎯 devops-low → opencode-go/deepseek-v4-flash`, `📦 73%`)
### Routing table
| Tag | Route Key | Model | Thinking | Use case |
|-----|-----------|-------|----------|----------|
| `read`, `discuss`, `search` | `free-core` | `openrouter/free` | — | Reading docs, chat, web search |
| `devops-low` | `economy-devops` | `opencode-go/deepseek-v4-flash` | — | Simple YAML, Docker, bash |
| `devops-high` | `precision-devops` | `opencode-go/deepseek-v4-flash` | — | Complex multi-container, server crashes |
| `code-analysis-low` | `free-core` | `openrouter/free` | — | Finding bugs in short files |
| `code-analysis-high` | `context-heavy` | `openrouter/free` | — | Refactoring large codebases (262K context) |
| `codewrite-low` | `economy-code` | `opencode-go/deepseek-v4-flash` | — | Boilerplate, simple functions |
| `codewrite-high` (React) | `precision-react` | `opencode-go/deepseek-v4-pro` | `high` | Complex React/JS |
| `codewrite-high` (other) | `precision-code-high` | `opencode-go/deepseek-v4-pro` | `high` | Complex code, dense logic |
| Short prompts (<15 chars) | `router-eval` | `openrouter/free` | — | Quick responses |
### Thinking levels
Only set for tasks that genuinely benefit. Everything else keeps default (off):
| Thinking Level | Tags | Effect |
|---|---|---|
| (off) | `read`, `discuss`, `search`, `devops-low`, `devops-high`, `code-analysis-low`, `code-analysis-high`, `codewrite-low` | Fast, no extended reasoning |
| `high` | `codewrite-high`, `precision-react` | Full reasoning for genuinely complex code — worth the latency and token cost |
### Manual override
```
# Lock to a specific model (disables routing)
/lock-model openrouter/anthropic/claude-3.5-sonnet
# Re-enable dynamic routing
/unlock-model
```
**Note on model ID format:** `/lock-model` takes `provider/model-id`. Some OpenRouter models include the provider prefix in their ID (e.g. `openrouter/owl-alpha` has `id = "openrouter/owl-alpha"`). The handler tries both `id` and `provider/id` to find the model.
### What about `/do-*` commands?
The `/do-*` prompt templates are **no longer needed** for model selection. The smart-router handles all routing automatically. However, `/do-img` and `/do-make-img` are still available for image analysis/generation since those use specialized tool calls rather than just model selection.
### Configuration
Model mappings are defined in `~/.agents/extensions/smart-router/index.ts`. To change routing, thinking, or compression behavior, edit the `MODELS`, `THINKING`, or `COMPRESS_TAGS` tables and run `/reload`.
### Files
| File | Purpose |
|------|---------|
| `~/.agents/extensions/smart-router/index.ts` | Extension source |
| `~/.agents/extensions/smart-router/package.json` | npm deps (headroom-ai) |
| `~/.pi/agent/extensions/smart-router/index.ts` | Synced copy |
---
## Headroom
Headroom is a **context compression layer** that reduces prompt token usage by 60-95% for heavy analysis/code/devops workloads. It runs as a Docker container on the server (192.168.20.13) and is selectively triggered by the smart-router.
### How it works
1. Smart-router analyzes the prompt → determines if compression is needed
2. Tags `read`, `discuss`, `search` **never** trigger compression (these are fast paths)
3. For all other tags, if accumulated context exceeds ~5K tokens, the smart-router calls `compress()`
4. Messages are sent to the Headroom proxy at `192.168.20.13:8787`
5. Headroom compresses the context (using SmartCrusher for JSON, CodeCompressor for AST, Kompress-base ML for text)
6. Compressed messages are returned and forwarded to the LLM
7. If the proxy is down, messages pass through unchanged (graceful fallback)
### Architecture
```
Desktop (.27) Server (.13)
───────────── ────────────
smart-router analyzes prompt headroom proxy (Docker)
│ │
│ if compress needed: │
│ compress(messages) ──────────────► │
│ HTTP POST 192.168.20.13:8787 │
│ ◄────────── compressed messages │
│ │
│ send to LLM │
│ │
│ if proxy down: pass through │
```
### Compression thresholds
| Condition | Action |
|---|---|
| Tag is `read`/`discuss`/`search` | Skip — no compression |
| Context < 5K tokens | Skip — too small to benefit |
| Context ≥ 5K tokens + analysis/code/devops tag | Compress |
| Proxy unreachable | Pass through unchanged |
### Management
```bash
# Check status
ssh 192.168.20.13 "docker ps --filter name=headroom"
# View logs
ssh 192.168.20.13 "docker logs --tail 20 headroom"
# Restart
ssh 192.168.20.13 "docker restart headroom"
# Update image
ssh 192.168.20.13 "cd /home/sam/Docker/Containers/headroom && docker compose pull && docker compose up -d"
```
### Files
| File | Purpose |
|------|---------|
| `~/.agents/extensions/smart-router/index.ts` | Compression logic (`compress()` import + `context` event handler) |
| `/home/sam/Docker/Containers/headroom/docker-compose.yml` | Docker service definition (on .13) |
| `/home/sam/Docker/Containers/headroom/.env` | Environment file (on .13) |
---
## MCP Servers
pi-mcp-adapter connects Pi to external services via the Model Context Protocol.
**Config file:** `~/.config/mcp/mcp.json`
```json
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "/home/sam"]
}
}
}
```
**Find MCP servers at:**
- [github.com/modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers)
- [smithery.ai](https://smithery.ai) — community registry
**Usage:**
- `/mcp` — interactive panel to manage servers
- `mcp({ search: "..." })` — search available tools
- `mcp({ tool: "tool_name", args: '{}' })` — call a tool
- Servers are lazy (connect on first use, disconnect after 10 min idle)
---
## Configuration Files
### Global (`~/.pi/agent/settings.json`)
- Nix store symlink — managed via `/etc/nixos/home/sam/home.nix`
- Contains: providers (opencode-go, openrouter, google), packages (pi-memctx, pi-prompt-template-model, Gitea)
- **Read-only** — cannot be modified by `pi install` or `/config-add`
### Project (`<project-dir>/.pi/settings.json`)
- Overrides global settings (arrays replace, not merge)
- Contains: `~/.agents` package (extensions + skills), Gitea package (tavily-search)
- Modified via `/config-add` / `/config-remove` commands
### Per-folder Memory (via pi-memctx)
- Memory stored in `<chat-folder>/.pi/memory-vault/packs/`
- Workspace map at `~/.pi/agent/memory-vault/00-system/workspace-map.json`
- Each chat folder has isolated memory (prevents sibling directory contamination)
---
## Useful Commands
| Command | What it does |
|---|---|
| `/lock-model <id>` | Lock routing to a specific model (e.g. `openrouter/anthropic/claude-3.5-sonnet`) |
| `/unlock-model` | Re-enable dynamic prompt routing |
| `/config-setup` | One-shot: creates `.pi/`, `settings.json`, memory vault in current folder |
| `/config-add ext <name>` | Activate an extension from `~/.agents` |
| `/config-add skill <name>` | Activate a skill from `~/.agents` |
| `/config-show` | Show active extensions and skills |
| `/memctx-init` | Scan folder, build initial memory pack |
| `/memctx-status` | Show memory status |
| `/memctx-refresh` | Re-scan and enrich memory |
| `/filechanges` | Review changed files, diffs, accept/decline |
| `/filechanges-accept` | Accept all changes |
| `/filechanges-decline` | Revert all changes |
| `markitdown <file>` | Convert file to Markdown (PDF, Word, Excel, PPTX, images, HTML, etc.) |
| `markitdown-vision <file>` | Describe image using Qwen 2.5 VL 72B via OpenRouter |
---
## Skipped / Bookmarked
| Extension/Skill | Reason |
|---|---|
| **web-search** (amosblomqvist) | ❌ Redundant — Tavily does this |
| **subagents** (amosblomqvist) | ❌ Redundant — pi-subagents already installed |
| **bash-guard** (amosblomqvist) | ❌ Too aggressive — would interrupt flow |
| **google-image-search** (amosblomqvist) | ❌ Would need Google Search API + CSE setup |
| **pdf-reader** (amosblomqvist) | ⏳ Bookmarked — Python + pymupdf setup needed |
| **notify** (mitsuhiko) | ⏳ Minor QoL — desktop notifications on task complete |
| **audio/voice** | ⏳ Not practical | Pi TUI has no mic access or audio playback — fundamental platform limitation |
---
## Tasks
- [ ] Rebuild NixOS to activate new packages (Google provider, ffmpeg/yt-dlp, pi-prompt-template-model, pi-mcp-adapter, pi-subagents)
- [ ] Add MCP servers to `~/.config/mcp/mcp.json` or `.mcp.json` as needed (Home Assistant, databases, etc.)
- [ ] Run `/reload` in Pi to activate filechanges and new templates
- [ ] Add more prompt templates to `~/.pi/agent/prompts/` as needed
- [ ] Verify video-extract works with Gemini
- [x] Add markitdown skill to Obsidian skills page
- [x] Add smart-router extension and update Obsidian docs
- [x] Deploy Headroom Docker compression on .13, integrate with smart-router
- [ ] Clean up workspace-map.json entries for any stale memory packs
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