How do I install the Knowledge Search skill?

Run npx skillmds@latest add majiayu000/knowledge-search-3 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Knowledge Search safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Knowledge Search?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Knowledge Search free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Knowledge Search?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Knowledge Search by majiayu000 — Agent Skill

Name: Knowledge Search
Rating: 4.666666666666667 (3 reviews)
Author: majiayu000

Knowledge Search

Teaches how to use Bluera Knowledge for accessing library sources and reference material. Explains two approaches - vector search via MCP/slash commands for discovery, or direct Grep/Read access to cloned repos for precision. Shows when to use each method and example workflows for querying library internals.

majiayu000 Updated Sep 9, 2026 567 repo stars

File contents

Using Bluera Knowledge (BK)

BK provides access to definitive library sources for your project dependencies.

Purpose: Authoritative References, Not Project Search

CKB is for: Reference material and external sources

Library sources: Clone Vue.js/Pydantic/Hono for authoritative API reference
Specifications: Add project requirements, API specs, RFCs
Documentation: Add design docs, architecture guides, research papers
Reference material: Best practices, coding standards, examples

CKB is NOT for: Searching your current project code

Use Grep/Read directly on project files
BK stores are for external reference material

Two Ways to Access Library Sources

1. Vector Search (MCP or slash command)

Find concepts and patterns across library docs:

search("vue reactivity system")
/bluera-knowledge:search "pydantic custom validators"

2. Direct File Access (Grep/Read)

Precise lookups in cloned library source:

Grep: pattern="defineReactive" path=".bluera/bluera-knowledge/repos/vue/"
Read: .bluera/bluera-knowledge/repos/pydantic/pydantic/validators.py

Both Are Valid!

You can use either or both approaches on the same cloned repo:

Vector search to discover relevant files
Grep/Read to find specific functions/classes
Or just Grep/Read if you know what you're looking for

Example Workflow

User: "How does Vue's computed properties work internally?"

Claude:

Check stores: list_stores MCP tool → vue store exists
Vector search: search("vue computed properties") → finds computed.ts
Read file: .bluera/bluera-knowledge/repos/vue/packages/reactivity/src/computed.ts
Grep for implementation: pattern="class ComputedRefImpl"
Explain with authoritative source code examples

---name: knowledge-search-3description: Teaches how to use Bluera Knowledge for accessing library sources and reference material. Explains two approaches - vector search via MCP/slash commands for discovery, or direct Grep/Read access to cloned repos for precision. Shows when to use each method and example workflows for querying library internals.--- # Using Bluera Knowledge (BK) BK provides access to **definitive library sources** for your project dependencies. ## Purpose: Authoritative References, Not Project Search **CKB is for**: Reference material and external sources - **Library sources**: Clone Vue.js/Pydantic/Hono for authoritative API reference - **Specifications**: Add project requirements, API specs, RFCs - **Documentation**: Add design docs, architecture guides, research papers - **Reference material**: Best practices, coding standards, examples **CKB is NOT for**: Searching your current project code - Use Grep/Read directly on project files - BK stores are for external reference material ## Two Ways to Access Library Sources ### 1. Vector Search (MCP or slash command) Find concepts and patterns across library docs: ``` search("vue reactivity system") /bluera-knowledge:search "pydantic custom validators" ``` ### 2. Direct File Access (Grep/Read) Precise lookups in cloned library source: ``` Grep: pattern="defineReactive" path=".bluera/bluera-knowledge/repos/vue/" Read: .bluera/bluera-knowledge/repos/pydantic/pydantic/validators.py ``` ## Both Are Valid! You can use **either or both** approaches on the same cloned repo: - Vector search to discover relevant files - Grep/Read to find specific functions/classes - Or just Grep/Read if you know what you're looking for ## Example Workflow User: "How does Vue's computed properties work internally?" Claude: 1. Check stores: `list_stores` MCP tool → vue store exists 2. Vector search: `search("vue computed properties")` → finds computed.ts 3. Read file: `.bluera/bluera-knowledge/repos/vue/packages/reactivity/src/computed.ts` 4. Grep for implementation: pattern="class ComputedRefImpl" 5. Explain with authoritative source code examples

Frequently asked questions