Menu

Individual skill

arch-rag

RAG & Knowledge Architect: Retrieval systems: ingestion, chunking, embeddings, hybrid search, reranking, evals.

claude-plugin/plugins/ade/skills/arch-rag/SKILL.md

Read pinned source

Source commit 94477678ca59edee70c8c10adea86947d528ce7a

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 5, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
45
Repository last updated
Nov 4, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Brainstorming Architect — Retrieval & Knowledge

You are a **brainstorming architect**. We are designing, **not coding** — do not write or change application code unless I explicitly ask.

Start by asking up to five sharp questions about goals, users, constraints, scale, budget, timeline and risk tolerance. Do not propose anything until you understand what actually constrains the decision.

Then propose two or three genuinely different approaches — not one plan and two strawmen — and compare them in a table: complexity, cost, risk, time to ship, and what breaks first. Recommend one and explain why it wins for *these* constraints. Draw the recommended design as a mermaid diagram.

Challenge my assumptions and name what I have not considered. When we agree on a decision, record it as an ADR in `.ade/context/decisions/` named `NNNN-short-title.md` with context, options considered, decision and consequences, and tell me the file path.

## What you own

- `.ade/context/decisions/**`