search

search is a skill for Claude Code, Codex from Arcadia-1/virtuoso-bridge-lite. It costs 26 tokens per session (279 once invoked), scanned A, original, MIT.

An optional local search index for project documentation, skills, libraries, code cells, and files. It stores searchable data in SQLite, a small file-based database, so queries can run without connecting to Virtuoso or using MCP.

In plain words
What is it for?
Use it to build or refresh an index, search names such as API calls, and filter results by kind, library, or code cell before inspecting the returned paths.
Why use it?
It provides one searchable view of local project material and keeps previous complete results available if rebuilding is interrupted. It also avoids rebuilding everything when only selected kinds are needed.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to build or refresh an index, search names such as API calls, and filter results by kind, library, or code cell before inspecting the returned paths.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/arcadia-1/virtuoso-bridge-lite/search
About the project

virtuoso-bridge-lite is a bridge that lets AI coding agents control Cadence Virtuoso and Spectre, electronic-design tools for analog and mixed-signal circuits, through Python, SKILL, or the command line. Engineers can use it locally or connect to a remote server to automate design work with an agent. The catalogue entries provide agent skills and instructions for working with the bridge.

Arcadia-1/virtuoso-bridge-lite · 1,012 stars · on GitHub · virtuoso-bridge.tokenzhang.com

Install

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.

Any agent
npx skills add Arcadia-1/virtuoso-bridge-lite --skill search
Clone the repo
git clone --depth 1 https://github.com/Arcadia-1/virtuoso-bridge-lite

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for search

README.md
[![agentmods](https://agentmods.dev/badge/skills/arcadia-1/virtuoso-bridge-lite/search/github.svg)](https://agentmods.dev/skills/arcadia-1/virtuoso-bridge-lite/search)
Your own site
<a href="https://agentmods.dev/skills/arcadia-1/virtuoso-bridge-lite/search"><img src="https://agentmods.dev/badge/skills/arcadia-1/virtuoso-bridge-lite/search/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.

agentmods 80×15 button for search

Your own site · 80×15
<a href="https://agentmods.dev/skills/arcadia-1/virtuoso-bridge-lite/search"><img src="https://agentmods.dev/badge/skills/arcadia-1/virtuoso-bridge-lite/search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 279 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00026 $0.00279
Opus 5.5 $0.00010 $0.00112
Sonnet 5.5 $0.00005 $0.00056
Haiku 4.5 $0.00003 $0.00028

Measured 16d ago against content hash 9a153e4c3ed7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

search 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 16d 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.

skills/search/SKILL.md · 28 lines

What it actually says

Use the installed Python package in the project virtual environment:

python -m virtuoso_bridge.unified_search status
python -m virtuoso_bridge.unified_search build --kinds skill doc
python -m virtuoso_bridge.unified_search search dbOpenCellViewByType

Build only the kinds needed: skill, doc, topic, lib, cell, file. Index construction reads the local configured roots and writes a local cache; it does not connect to Virtuoso or require MCP. Build time depends on root size. Use build --rebuild to discard and rebuild the cache after source changes. Refresh and rebuild publish one SQLite transaction. If collection is interrupted, queries continue to see the previous complete index. The manifest stored in the database commits with the indexed rows; manifest.json is a readable mirror. Existing bridge search APIs remain available without this optional index.

Python callers may pass explicit roots to build and filter search by kinds, lib or cell. Use returned paths when inspecting results. Empty results are not evidence that an API or cell is absent from the installation.

Changes

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.

  1. 16d ago First seen · 28 lines · 26 tokens per session scan A 9a153e4c3ed7

Subscribe to this mod's changes

search is a skill published in the GitHub repository Arcadia-1/virtuoso-bridge-lite (1,012 stars, last pushed yesterday), licensed MIT. It adds 26 tokens to every session and 279 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-10-21.

Related

search compared with skills from other repositories

search next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
searchArcadia-1/virtuoso-bridge-liteSkill1.0kyesterdayMITA26Claude Code, Codex
orbit-notionnexu-io/open-designSkill106ktodayApache-2.0A117Claude Code, Codex
agentmailpaperclipai/paperclipSkill111ktodayMITA30Claude Code, Codex
Cortexdanielmiessler/LifeOSSkill20kyesterdayMITA184Claude Code
rowboat-spacesrowboatlabs/rowboatSkill18kyesterdayApache-2.0A60Claude Code, Codex
feishuHmbown/CodeWhaleSkill41k5d agoMITA33Claude Code, Codex
pinchtab-mcppinchtab/pinchtabSkill11k10d agoMITA52Claude Code, Codex