Query the OVP index with structured filters (sources, packs, claims, runs, tags, entities).

Apache-2.0Auto-check passed

Install Find

skills CLI
$ npx skills add fakechris/obsidian_vault_pipeline --skill find -a claude-code

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

GitHub CLI
$ gh skill install fakechris/obsidian_vault_pipeline find --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/fakechris/obsidian_vault_pipeline.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/find .claude/skills/find && 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
find
GitHub stars
162
Token cost
~278 tokens
SKILL.md length
115 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
Apache-2.0

At a glance

Query the OVP index with structured filters (sources, packs, claims, runs, tags, entities).

  • Precise inventory lookups rather than open-ended prose search
  • SKILL.md covers When to use, Arguments and Behavior
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Find is an agent skill from fakechris/obsidian_vault_pipeline. Query the OVP index with structured filters (sources, packs, claims, runs, tags, entities). Use for precise inventory lookups rather than open-ended prose search.

Its SKILL.md is about 280 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: A automatic pipeline that processing obsidian vault by llm from pinbord, obsidian Clipper etc. The licence is Apache-2.0.

When your agent uses it

  • Precise inventory lookups rather than open-ended prose search

Example prompts

  • “/find”

What it can do on your machine

Read from SKILL.md and the folder at commit b9f1c9a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

    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

Find loads about 278 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 115 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~278

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 passed

The automated check found no risky patterns in SKILL.md.

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 fakechris/obsidian_vault_pipeline at commit b9f1c9a, republished under its Apache-2.0 licence (© fakechris). 115 words, ~278 tokens.

Download SKILL.mdSave it as .claude/skills/find/SKILL.md (or your agent's skills folder).
name
find
description
Query the OVP index with structured filters (sources, packs, claims, runs, tags, entities). Use for precise inventory lookups rather than open-ended prose search.

OVP Find

Use the ovp2 MCP find tool to query the index: sources, packs, claims, runs, tags, entities.

When to use

  • “What sources/packs/claims match X?”
  • Filter by kind, status, date prefix, tag, or entity id
  • Prefer precision; use search for free-form full-text

Arguments

ArgNotes
termFree-text search term
kindsources | packs | claims | runs | tags | entities
statusStatus filter
dateDate prefix (YYYY, YYYY-MM, or YYYY-MM-DD)
tagCanonical tag over sources (kind=tags lists vocabulary)
entityURL entity id, e.g. github:owner/repo (kind=entities lists index)

Behavior

  • Return a short, scannable list (id/title, kind, status, one-line hint).
  • Prefer 5–15 high-signal hits over dumping the whole index.
  • If empty, suggest alternate kind / term or fall back to search / ask.

© fakechris, 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 skills/find of fakechris/obsidian_vault_pipeline.

Open the folder on GitHubat commit b9f1c9a

Compare with similar skills

Find 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.

Find compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Find this skillfakechris/obsidian_vault_pipeline162—~278Automated safety check: PassApache-2.0
Claimsruvnet/ruflo74k2 repos~1.1kAutomated safety check: PassMIT
Indexabilitythedaviddias/Front-End-Checklist74k—~814Automated safety check: PassMIT
Indexability Conflictsthedaviddias/Front-End-Checklist74k—~876Automated safety check: PassMIT
Index Refreshpaperclipai/paperclip99k—~994Automated safety check: PassMIT
Filterzalando/skipper3.3k—~527Automated safety check: PassMIT

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More from fakechris/obsidian_vault_pipeline

All 9 skills in this repo
  • Ask

    fakechris/obsidian_vault_pipeline

    Ask the OVP vault agent via MCP. An agent skill from fakechris/obsidian_vault_pipeline.

    162 GitHub stars~418 tokensUpdated 5 days ago
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  • Claim

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    Read one durable claim’s full evidence closure (text, gate verdicts, verbatim quotes and sources).

    162 GitHub stars~280 tokensUpdated 5 days ago
    Auto-check passed
  • Search

    fakechris/obsidian_vault_pipeline

    Full-text search across OVP product state (sources, packs, claims).

    162 GitHub stars~206 tokensUpdated 5 days ago
    Auto-check passed
  • Theme Page

    fakechris/obsidian_vault_pipeline

    Read grounded topic pages (wiki-style narratives woven from durable claims).

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  • Capture Drop

    fakechris/obsidian_vault_pipeline

    Drop bot/agent captures only into safe inbox folders (50-Inbox/00-Capture or Clippings).

    162 GitHub stars~311 tokensUpdated 5 days ago
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  • Doctor

    fakechris/obsidian_vault_pipeline

    Run health checks over OVP vault state. An agent skill from fakechris/obsidian_vault_pipeline.

    162 GitHub stars~181 tokensUpdated 5 days ago
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Questions about Find

What does Find do?

Query the OVP index with structured filters (sources, packs, claims, runs, tags, entities). Find is an agent skill from fakechris/obsidian_vault_pipeline. Query the OVP index with structured filters (sources, packs, claims, runs, tags, entities).

When should I use Find?

Find fits situations like: precise inventory lookups rather than open-ended prose search.

How do I install Find in Claude Code?

Run `npx skills add fakechris/obsidian_vault_pipeline --skill find -a claude-code`. Or copy the skill folder (skills/find in fakechris/obsidian_vault_pipeline) into .claude/skills/find in your project. Claude Code loads it when a task matches its description.

How do I install Find in Codex?

Run `npx skills add fakechris/obsidian_vault_pipeline --skill find -a codex`. Or copy the skill folder (skills/find in fakechris/obsidian_vault_pipeline) into .agents/skills/find in your project. Codex loads it when a task matches its description.

Can I use Find 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 fakechris/obsidian_vault_pipeline --skill find -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/find, .gemini/skills/find, .github/skills/find and .opencode/skills/find in your project.

What does Find need to run?

SKILL.md names no scripts, command-line tools or credentials: Find is instructions for the agent only.

Does Find access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Find safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Find use?

Find is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Find use?

About 278 tokens (SKILL.md is roughly 1.1k 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 Find?

Skills that share tags, products or a category with Find: Claims (ruvnet/ruflo, 74k stars), Indexability (thedaviddias/Front-End-Checklist, 74k stars), Indexability Conflicts (thedaviddias/Front-End-Checklist, 74k stars) and Index Refresh (paperclipai/paperclip, 99k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Find?

fakechris (a GitHub user) maintains it in fakechris/obsidian_vault_pipeline, which has 162 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 3, 2026.

Source: fakechris/obsidian_vault_pipeline on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.