Firecrawl Search Integration
firecrawl/firecrawl
Guidance for adding Firecrawl's /search endpoint to product code and agent workflows when a feature starts from a query rather than a URL.
Full-text search across OVP product state (sources, packs, claims).
Install Search
$ npx skills add fakechris/obsidian_vault_pipeline --skill search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install fakechris/obsidian_vault_pipeline search --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/fakechris/obsidian_vault_pipeline.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/search .claude/skills/search && rm -rf skills-srcUse ~/.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/
Install the "search" agent skill from https://github.com/fakechris/obsidian_vault_pipeline/tree/main/skills/search into .claude/skills/search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/fakechris/obsidian_vault_pipeline/tree/main/skills/searchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add fakechris/obsidian_vault_pipeline --skill search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install fakechris/obsidian_vault_pipeline search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fakechris/obsidian_vault_pipeline.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/search .agents/skills/search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "search" agent skill from https://github.com/fakechris/obsidian_vault_pipeline/tree/main/skills/search into .agents/skills/search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add fakechris/obsidian_vault_pipeline --skill search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install fakechris/obsidian_vault_pipeline search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fakechris/obsidian_vault_pipeline.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/search .cursor/skills/search && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "search" agent skill from https://github.com/fakechris/obsidian_vault_pipeline/tree/main/skills/search into .cursor/skills/search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/fakechris/obsidian_vault_pipeline.git --path skills/search--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add fakechris/obsidian_vault_pipeline --skill search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install fakechris/obsidian_vault_pipeline search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fakechris/obsidian_vault_pipeline.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/search .gemini/skills/search && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "search" agent skill from https://github.com/fakechris/obsidian_vault_pipeline/tree/main/skills/search into .gemini/skills/search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install fakechris/obsidian_vault_pipeline searchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add fakechris/obsidian_vault_pipeline --skill search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/fakechris/obsidian_vault_pipeline.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/search .github/skills/search && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "search" agent skill from https://github.com/fakechris/obsidian_vault_pipeline/tree/main/skills/search into .github/skills/search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add fakechris/obsidian_vault_pipeline --skill search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install fakechris/obsidian_vault_pipeline search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fakechris/obsidian_vault_pipeline.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/search .opencode/skills/search && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "search" agent skill from https://github.com/fakechris/obsidian_vault_pipeline/tree/main/skills/search into .opencode/skills/search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "search", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
search- GitHub stars
- 162
- Token cost
- ~206 tokens
- SKILL.md length
- 90 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Full-text search across OVP product state (sources, packs, claims).
- Phrase lookup when structured find filters are unknown
- SKILL.md covers When to use, Arguments and Behavior
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Search implementation
What it does
Search is an agent skill from fakechris/obsidian_vault_pipeline. Full-text search across OVP product state (sources, packs, claims). Use for keyword or phrase lookup when structured find filters are unknown.
Its SKILL.md is about 210 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs, covering Search implementation. 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
- Phrase lookup when structured find filters are unknown
- Tasks that involve Search implementation
Example prompts
- “/search”
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
Search loads about 206 tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 90 words of instructions outside code blocks.
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). 90 words, ~206 tokens.
Download SKILL.mdSave it as
.claude/skills/search/SKILL.md (or your agent's skills folder).- name
- search
- description
- Full-text search across OVP product state (sources, packs, claims). Use for keyword or phrase lookup when structured find filters are unknown.
OVP Search
Use the ovp2 MCP search tool for full-text search across sources, packs, and claims.
When to use
- Keyword / phrase hunt across product state
- You do not yet know the right
kind/ tag / entity forfind - Scouting before a deeper
askorclaimaudit
Arguments
| Arg | Required | Notes |
|---|---|---|
query | yes | Search query |
Behavior
- Interpret the query as keywords or a short phrase.
- Summarize hits with title/id, type, and a one-line snippet — no raw JSON dumps.
- For natural-language Q&A with verified receipts, prefer
ask. - For structured inventory filters, prefer
find.
© 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/search of fakechris/obsidian_vault_pipeline.
Open the folder on GitHubat commit b9f1c9a
Compare with similar skills
Search 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Search this skillfakechris/obsidian_vault_pipeline | 162 | — | ~206 | Automated safety check: Pass | Apache-2.0 | |
| Firecrawl Search Integrationfirecrawl/firecrawl | 190k | 1 repos | ~1.1k | Automated safety check: Pass | ISC | |
| Product Full-Text Searchlobehub/lobehub | 83k | — | ~4.1k | Automated safety check: Pass | Custom licence | |
| Hackernewssigcli/sigcli | 293 | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| Create Skillxlanex6/nuxt-meilisearch | 123 | — | ~752 | Automated safety check: Pass | MIT | |
| Foundatio Repositoriesexceptionless/Exceptionless | 2.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Product Full-Text Search
lobehub/lobehub
Guides work on LobeHub's own product search: the shared search repository, provider choice, Elasticsearch mappings, change syncing and reindexing.
Hackernews
sigcli/sigcli
Interact with Hacker News (news.ycombinator.com) — browse top, new, and best stories, read item details and comment threads, look up user profiles, and search posts via Algolia.
Create Skill
xlanex6/nuxt-meilisearch
Guide for creating effective skills following best practices.
Foundatio Repositories
exceptionless/Exceptionless
Query, aggregate, patch, or paginate Exceptionless data through its Elasticsearch repository abstractions.
Meilisearch
xlanex6/nuxt-meilisearch
Meilisearch open-source search engine with full-text, semantic, and hybrid search, filtering, faceting, and typo tolerance.
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Claim
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Drop bot/agent captures only into safe inbox folders (50-Inbox/00-Capture or Clippings).
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Related
Categories
Questions about Search
What does Search do?
Full-text search across OVP product state (sources, packs, claims). Search is an agent skill from fakechris/obsidian_vault_pipeline. Full-text search across OVP product state (sources, packs, claims).
When should I use Search?
Search fits situations like: phrase lookup when structured find filters are unknown; tasks that involve Search implementation.
How do I install Search in Claude Code?
Run `npx skills add fakechris/obsidian_vault_pipeline --skill search -a claude-code`. Or copy the skill folder (skills/search in fakechris/obsidian_vault_pipeline) into .claude/skills/search in your project. Claude Code loads it when a task matches its description.
How do I install Search in Codex?
Run `npx skills add fakechris/obsidian_vault_pipeline --skill search -a codex`. Or copy the skill folder (skills/search in fakechris/obsidian_vault_pipeline) into .agents/skills/search in your project. Codex loads it when a task matches its description.
Can I use Search 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 search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/search, .gemini/skills/search, .github/skills/search and .opencode/skills/search in your project.
What does Search need to run?
SKILL.md names no scripts, command-line tools or credentials: Search is instructions for the agent only.
Does Search 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 Search 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 Search use?
Search 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 Search use?
About 206 tokens (SKILL.md is roughly 824 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 Search?
Skills that share tags, products or a category with Search: Firecrawl Search Integration (firecrawl/firecrawl, 190k stars), Product Full-Text Search (lobehub/lobehub, 83k stars), Hackernews (sigcli/sigcli, 293 stars) and Create Skill (xlanex6/nuxt-meilisearch, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Search?
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.