Journey Rag
Use as the RAG build stage of the Butterbase journey. Implements the RAG section of 02-plan.md by delegating to rag-dev. Calls manage_rag_content (create_collection, ingest_document). Skipped if the plan has no knowledge-base feature.
Install
$ agentstack add skill-butterbase-ai-butterbase-skills-journey-rag ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-butterbase-ai-butterbase-skills-journey-rag) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Journey: RAG
Stage 3g of the guided journey. Create RAG collections and ingest initial documents.
When to use
- Dispatched by
journeywhencurrent_stage: rag. - Directly via
/butterbase-skills:journey-rag. - Skipped (annotated
(n/a)) if the plan has no RAG section.
Preflight
If docs/butterbase/03-preflight.md is missing, older than 24 hours, or 00-state.md has app_id: null, invoke butterbase-skills:journey-preflight first. Wait for it to return successfully before proceeding.
Inputs
docs/butterbase/02-plan.md— the RAG section.docs/butterbase/00-state.md— forapp_id.
Procedure
- Refresh docs. Call
butterbase_docswithtopic: "rag". For ingestion + retrieval patterns, also WebFetchhttps://docs.butterbase.ai/ai/rag. Skip if cache is fresh.
- Read the RAG section. Print it back:
"About to set up RAG: collections=. Proceed?". Wait foryes. - Invoke
butterbase-skills:rag-devvia the Skill tool with the RAG plan andapp_id. The wrapped skill callsmanage_rag_content action: create_collection, theningest_documentfor any seed sources the user provides. - Smoke: call
rag_querywith a representative question and show the user the top hit. - Append one line to
docs/butterbase/04-build-log.md:
rag manage_rag_content ok
- Tick
- [x] ragin00-state.md, setcurrent_stage:to the next unchecked stage. - Return to
journeyorchestrator (or ask"Continue to the next stage? (yes/no)").
Outputs
- Created RAG collections, ingested seed docs.
- One line in
04-build-log.md.
Anti-patterns
- ❌ Ingesting huge document sets in a single call — chunk and poll
get_document_status. - ❌ Skipping the smoke
rag_query— silent embedding failures are common.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: butterbase-ai
- Source: butterbase-ai/butterbase-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
Reviews
No reviews yet, be the first.
Write a review
Versions
- v0.1.0 Imported from the upstream source.