Agent skill

Pp Devonthink

by mvanhorn in mvanhorn/printing-press-library

Local-first DEVONthink automation with safer shell workflows than raw AppleScript or MCP alone.

Apache-2.0Auto-check: notes

Install Pp Devonthink

skills CLI
$ npx skills add mvanhorn/printing-press-library --skill pp-devonthink -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mvanhorn/printing-press-library pp-devonthink --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-skills/pp-devonthink .claude/skills/pp-devonthink && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
pp-devonthink
GitHub stars
2.1k
Token cost
~4k tokens
SKILL.md length
1,673 words
Files
1
Skills in repo
505
Repo updated
First seen
Licence
Apache-2.0

At a glance

Local-first DEVONthink automation with safer shell workflows than raw AppleScript or MCP alone.

  • Works in 3 steps: Install via the Printing Press… → Verify: devonthink-pp-cli --version → Ensure the reported install directory is…
  • Phrases: search DEVONthink
  • SKILL.md covers Prerequisites: Install the CLI, When to Use This CLI, Anti-triggers and Unique Capabilities, plus 11 more sections
  • Calls go, claude and npx

What it does

Pp Devonthink is an agent skill from mvanhorn/printing-press-library. Local-first DEVONthink automation with safer shell workflows than raw AppleScript or MCP alone. Trigger phrases: search DEVONthink, pack DEVONthink context, export DEVONthink maintenance inventory, audit DEVONthink links, batch tag DEVONthink records, use devonthink, run devonthink.

Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with Model Context Protocol. The repository describes itself as: Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and community-contributed. The licence is Apache-2.0.

When your agent uses it

  • Phrases: search DEVONthink
  • Pack DEVONthink context
  • Export DEVONthink maintenance inventory
  • Audit DEVONthink links

Example prompts

  • “/pp-devonthink”

Requirements

  • Node.js
  • Pre-approved tools (allowed-tools): Read, Bash

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and…
  2. Verify: devonthink-pp-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

What it can do on your machine

Read from SKILL.md and the folder at commit 7638ad4. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • go
    • claude
    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Pp Devonthink loads about 4k tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 1,673 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~78
When it runs · the whole SKILL.md, loaded when a task matches
~4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Bash

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from mvanhorn/printing-press-library at commit 7638ad4, republished under its Apache-2.0 licence (© mvanhorn). 1,673 words, ~3,962 tokens.

Download SKILL.mdSave it as .claude/skills/pp-devonthink/SKILL.md (or your agent's skills folder).
name
pp-devonthink
description
Local-first DEVONthink automation with safer shell workflows than raw AppleScript or MCP alone. Trigger phrases: `search DEVONthink`, `pack DEVONthink context`, `export DEVONthink maintenance inventory`, `audit DEVONthink links`, `batch tag DEVONthink records`, `use devonthink`, `run devonthink`.
allowed-tools
Read, Bash
author
rowdy
license
Apache-2.0
argument-hint
<command> [args] | install cli|mcp
<!-- GENERATED FILE — DO NOT EDIT.
     This file is a verbatim mirror of library/productivity/devonthink/SKILL.md,
     regenerated post-merge by tools/generate-skills/. Hand-edits here are
     silently overwritten on the next regen. Edit the library/ source instead.
     See the repository agent guide, section "Generated artifacts: registry.json, cli-skills/". -->

DEVONthink — Printing Press CLI

Prerequisites: Install the CLI

This skill drives the devonthink-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:
    bash
    npx -y @mvanhorn/printing-press-library install devonthink --cli-only
  2. Verify: devonthink-pp-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.5 or newer). This installs into $GOPATH/bin (default $HOME/go/bin), so add that directory to $PATH instead:

bash
go install github.com/mvanhorn/printing-press-library/library/productivity/devonthink/cmd/devonthink-pp-cli@latest

If --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.

Use DEVONthink as the local source of truth while giving agents and scripts stable, compact CLI output. The CLI wraps the official local MCP surface, adds search scopes, inventory export, context packing, local mirrors, and safety-oriented workflow primitives.

When to Use This CLI

Use this CLI for local DEVONthink search, context preparation, inventory export, safe batch edits, and shell automation. Prefer it when an agent needs deterministic JSON and compact outputs instead of a GUI or raw MCP chat interaction. Let dedicated maintenance plugins own filing policy and recurring inbox triage decisions.

Anti-triggers

Do not use this CLI for:

  • Do not use this CLI to expose DEVONthink over the public internet.
  • Do not use this CLI as the canonical store for documents; DEVONthink remains canonical.
  • Do not put filing-model policy or recurring inbox triage decisions in the core CLI; use a maintenance plugin on top of inventory export.
  • Do not use write commands for bulk changes without a dry-run batch plan.
  • Do not use semantic search unless a local mirror/index has been built and the embedding provider is intentionally configured.

Unique Capabilities

These capabilities aren't available in any other tool for this API.

Agent-native plumbing
  • records search — Scope a normal DEVONthink query to a Smart Group by UUID, exact name, or DEVONthink path while preserving normal search output.

    Use this when a downstream tool needs a stable dynamic search scope without treating Smart Groups as workflow policy.

    bash
    devonthink-pp-cli records search "tags:waiting/rueckerstattung" --smart-group "Offene Rückerstattungen" --agent --select uuid,name,item_link,tags,databaseName
  • inventory export — Export DEVONthink databases, groups, tags, and document metadata for maintenance plugins.

    Use this when structure-audit or inbox-triage tooling needs a stable local inventory contract.

    bash
    devonthink-pp-cli inventory export --format maintenance --query "kind:document" --limit 500 --agent --select databases,documents
  • mcp call — Call DEVONthink's official local MCP tools from scripts when the local MCP server is enabled.

    Use this when the official MCP exposes a new read tool before the CLI adds a first-class command.

    bash
    devonthink-pp-cli mcp call search_records --args '{"query":"kind:pdf","limit":5}' --agent
Local state that compounds
  • context pack — Build a compact evidence packet from records, selections, highlights, links, and related items.

    Use this when an agent needs enough DEVONthink context to reason without dumping whole documents.

    bash
    devonthink-pp-cli context pack --query "project alpha" --token-budget 6000 --agent
  • graph audit — Detect orphans, broken links, unresolved wiki links, weak hubs, and tag-only clusters.

    Use this when DEVONthink should behave like a maintained knowledge graph instead of a folder pile.

    bash
    devonthink-pp-cli graph audit --limit 50 --agent
Local safety
  • privacy audit — Preview database scope, content-size budget, and cloud/MCP exposure before a handoff.

    Use this before exporting or sharing DEVONthink-derived context with another tool.

    bash
    devonthink-pp-cli privacy audit --query "kind:pdf" --agent
  • batch plan — Stage multi-record edits as validated dry-run plans before applying them.

    Use this when a script needs reviewable intent before any DEVONthink mutation.

    bash
    devonthink-pp-cli batch plan --dry-run --agent

Command Reference

ai — DEVONthink AI and summary helpers

  • devonthink-pp-cli ai ask — Ask DEVONthink AI about selected local records with explicit cloud-use warnings
  • devonthink-pp-cli ai summarize — Summarize records or highlights

batch — Dry-run-first multi-record mutation plans

  • devonthink-pp-cli batch apply — Apply a previously reviewed local JSON plan
  • devonthink-pp-cli batch plan — Stage multi-record changes as a local JSON plan

context — Agent context bundles

  • devonthink-pp-cli context — Build a compact local context pack from records, selection, or search

databases — Open DEVONthink databases

  • devonthink-pp-cli databases — List open databases

graph — Links, mentions, and knowledge graph health

  • devonthink-pp-cli graph audit — Detect orphans, unresolved wiki links, weak hubs, and tag-only clusters
  • devonthink-pp-cli graph links — List item links, wiki links, mentions, and unresolved wiki names

groups — DEVONthink groups and folders

  • devonthink-pp-cli groups — Render a bounded group tree

ingest — File and URL ingestion

  • devonthink-pp-cli ingest file — Import or index a file or folder
  • devonthink-pp-cli ingest url — Capture a URL as Markdown, HTML, PDF, bookmark, or webarchive

inventory — Stable inventory export contracts

  • devonthink-pp-cli inventory — Export databases, groups, tags, and selected document metadata for downstream tools

ledger — Local operation ledger

  • devonthink-pp-cli ledger list — List recent CLI operation ledger entries
  • devonthink-pp-cli ledger show — Show one ledger entry with target proofs and rollback hints

mcp — Optional local official MCP passthrough

  • devonthink-pp-cli mcp call — Call a local official DEVONthink MCP tool by name
  • devonthink-pp-cli mcp schema — Emit cached MCP tool schemas
  • devonthink-pp-cli mcp tools — List official DEVONthink MCP tools when local MCP HTTP is enabled

media — OCR and transcription

  • devonthink-pp-cli media ocr — OCR an image or scanned PDF
  • devonthink-pp-cli media transcribe — Transcribe audio, video, image, or PDF content

mirror — Local SQLite mirror

  • devonthink-pp-cli mirror search — Search the local mirror with FTS
  • devonthink-pp-cli mirror sync — Refresh the local SQLite mirror from open DEVONthink databases

privacy — Local privacy and exposure reports

  • devonthink-pp-cli privacy — Preview database scope, content-size budget, and cloud/MCP exposure before handoff

records — DEVONthink records

  • devonthink-pp-cli records content — Extract text content with length and redaction controls
  • devonthink-pp-cli records create — Create a record or group after validating destination
  • devonthink-pp-cli records get — Get record metadata
  • devonthink-pp-cli records highlights — Extract highlights and annotations
  • devonthink-pp-cli records lookup — Look up records by exact name, URL, path, filename, location, or comment
  • devonthink-pp-cli records move — Move, duplicate, replicate, or trash a record with dry-run proof
  • devonthink-pp-cli records related — Find related records using DEVONthink similarity
  • devonthink-pp-cli records search — Search records using DEVONthink query syntax or local mirror fallback
  • devonthink-pp-cli records update — Update record text, properties, tags, comment, URL, aliases, or rating
  • devonthink-pp-cli records versions — List saved record versions

runtime — Local DEVONthink runtime health

  • devonthink-pp-cli runtime — Check DEVONthink app, AppleScript, optional MCP, and local mirror readiness

selection — Current DEVONthink GUI selection

  • devonthink-pp-cli selection get — Return currently selected records
  • devonthink-pp-cli selection snapshot — Capture the current selection as a reusable workflow seed

sheets — DEVONthink sheets

  • devonthink-pp-cli sheets <uuid> — Read a sheet as structured rows

tags — Tag taxonomy and hygiene

  • devonthink-pp-cli tags — Analyze tags for duplicates, case drift, action tags, and maintenance tags
Show full SKILL.md (666 more words)Show less
Finding the right command

When you know what you want to do but not which command does it, ask the CLI directly:

bash
devonthink-pp-cli which "<capability in your own words>"

which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.

Recipes

Search within a Smart Group
bash
devonthink-pp-cli records search "tags:waiting/rueckerstattung" --smart-group "Offene Rückerstattungen" --agent --select uuid,name,item_link,tags,databaseName

Scopes a normal query to a Smart Group and returns normal search rows plus meta.scope.

Feed the maintenance plugin
bash
devonthink-pp-cli inventory export --format maintenance --query "kind:document" --limit 500 --agent --select databases.name,documents.name,documents.tags

Produces stable inventory JSON for structure-audit and inbox-triage workflows.

Auth Setup

Default operation uses local macOS automation and requires no API key. Optional official MCP passthrough uses DEVONthink's local MCP server when you enable it in DEVONthink; keep it bound to localhost or your own LAN and set any bearer token through DEVONthink's MCP settings.

Run devonthink-pp-cli doctor to verify setup.

Agent Mode

Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.

  • Pipeable — JSON on stdout, errors on stderr

  • Filterable — --select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:

    bash
    devonthink-pp-cli databases --agent --select id,name,status
  • Previewable — --dry-run shows the request without sending

  • Offline-friendly — sync/search commands can use the local SQLite store when available

  • Non-interactive — never prompts, every input is a flag

  • Explicit retries — use --idempotent only when an already-existing create should count as success

Response envelope

Commands that read from the local store or the API wrap output in a provenance envelope:

json
{
  "meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."},
  "results": <data>
}

Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set — piped/agent consumers and explicit-format runs get pure JSON on stdout.

Agent Feedback

When you (or the agent) notice something off about this CLI, record it:

devonthink-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
devonthink-pp-cli feedback --stdin < notes.txt
devonthink-pp-cli feedback list --json --limit 10

Entries are stored locally at ~/.local/share/devonthink-pp-cli/feedback.jsonl. They are never POSTed unless DEVONTHINK_FEEDBACK_ENDPOINT is set AND either --send is passed or DEVONTHINK_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.

Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.

Output Delivery

Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:

SinkEffect
stdoutDefault; write to stdout only
file:<path>Atomically write output to <path> (tmp + rename)
webhook:<url>POST the output body to the URL (application/json or application/x-ndjson when --compact)

Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.

Named Profiles

A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.

devonthink-pp-cli profile save briefing --json
devonthink-pp-cli --profile briefing databases
devonthink-pp-cli profile list --json
devonthink-pp-cli profile show briefing
devonthink-pp-cli profile delete briefing --yes

Explicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.

Exit Codes

CodeMeaning
0Success
2Usage error (wrong arguments)
3Resource not found
5API error (upstream issue)
7Rate limited (wait and retry)
10Config error

Argument Parsing

Parse $ARGUMENTS:

  1. Empty, help, or --help → show devonthink-pp-cli --help output
  2. Starts with install → ends with mcp → MCP installation; otherwise → see Prerequisites above
  3. Anything else → Direct Use (execute as CLI command with --agent)

MCP Server Installation

  1. Install the MCP server:
    bash
    go install github.com/mvanhorn/printing-press-library/library/productivity/devonthink/cmd/devonthink-pp-mcp@latest
  2. Register with Claude Code:
    bash
    claude mcp add devonthink-pp-mcp -- devonthink-pp-mcp
  3. Verify: claude mcp list

Direct Use

  1. Check if installed: which devonthink-pp-cli If not found, offer to install (see Prerequisites at the top of this skill).
  2. Match the user query to the best command from the Unique Capabilities and Command Reference above.
  3. Execute with the --agent flag:
    bash
    devonthink-pp-cli <command> [subcommand] [args] --agent
  4. If ambiguous, drill into subcommand help: devonthink-pp-cli <command> --help.

© mvanhorn, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in cli-skills/pp-devonthink of mvanhorn/printing-press-library.

Open the folder on GitHubat commit 7638ad4

Compare with similar skills

Pp Devonthink next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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MCP Server BuildershareAI-lab/learn-claude-code78k5 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official37k11 repos~3.1kAutomated safety check: PassApache-2.0
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Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills8.4k6 repos~3.2kAutomated safety check: NotesApache-2.0

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Questions about Pp Devonthink

What does Pp Devonthink do?

Local-first DEVONthink automation with safer shell workflows than raw AppleScript or MCP alone. Pp Devonthink is an agent skill from mvanhorn/printing-press-library. Local-first DEVONthink automation with safer shell workflows than raw AppleScript or MCP alone.

When should I use Pp Devonthink?

Pp Devonthink fits situations like: phrases: search DEVONthink; pack DEVONthink context; export DEVONthink maintenance inventory; audit DEVONthink links.

How do I install Pp Devonthink in Claude Code?

Run `npx skills add mvanhorn/printing-press-library --skill pp-devonthink -a claude-code`. Or copy the skill folder (cli-skills/pp-devonthink in mvanhorn/printing-press-library) into .claude/skills/pp-devonthink in your project. Claude Code loads it when a task matches its description.

How do I install Pp Devonthink in Codex?

Run `npx skills add mvanhorn/printing-press-library --skill pp-devonthink -a codex`. Or copy the skill folder (cli-skills/pp-devonthink in mvanhorn/printing-press-library) into .agents/skills/pp-devonthink in your project. Codex loads it when a task matches its description.

Can I use Pp Devonthink in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mvanhorn/printing-press-library --skill pp-devonthink -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pp-devonthink, .gemini/skills/pp-devonthink, .github/skills/pp-devonthink and .opencode/skills/pp-devonthink in your project.

What does Pp Devonthink need to run?

Going by SKILL.md and its folder, Pp Devonthink needs the command-line tools its instructions call (go, claude and npx). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Bash.

Does Pp Devonthink access the network?

SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Pp Devonthink safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Pp Devonthink use?

Pp Devonthink is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pp Devonthink use?

About 4k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Pp Devonthink?

Skills that share tags, products or a category with Pp Devonthink: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 37k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pp Devonthink?

mvanhorn (a GitHub user) maintains it in mvanhorn/printing-press-library, which has 2,053 GitHub stars. The repository holds 505 skills in this directory. The repository was last updated on October 6, 2026.

Source: mvanhorn/printing-press-library on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.