Adtech / Analytics Engineering

Brand RAG Memory Bootstrap

Build a private retrieval-ready brand memory from product, campaign, and policy context for downstream agent skills.

DocumentationAgent instructionsRequirements & limits

Use when you need to structure approved brand, campaign, and policy documents into a retrieval-ready memory layer.

Inputs

  • source_docs
  • brand_taxonomy
  • policy_documents
  • campaign_history
  • chunking_strategy
  • retrieval_requirements

Outputs

  • Source inventory
  • Metadata schema
  • Refresh plan

Before you begin

  • Reading and copying the procedure require no terminal setup. Check requirements for any packaged programs separately.

Try this first

Read the procedure and supply its documented inputs. Use the full text in an agent app or chat that supports pasted instructions, following that host's guidance.

Limits for this step
  • Instruction package only; it does not provide or authorize an executable runtime capability.
  • Safe for planning and document classification; require human approval before indexing sensitive or unapproved source material.
Read full instructionsHide full instructionsSKILL.md · v0.1.0

Brand RAG Memory Bootstrap

When to use

Use when setting up or refreshing a private knowledge base that agent skills must query before drafting strategy or creative.

Inputs required

  • source_docs
  • brand_taxonomy
  • policy_documents
  • campaign_history
  • chunking_strategy
  • retrieval_requirements

Workflow

  1. Audit and classify source documents.
  2. Normalize metadata (product, audience, channel, date, policy tags).
  3. Define chunking and citation rules.
  4. Build retrieval index structure and quality checks.
  5. Return ingestion and refresh plan.

Output format

  • source_inventory
  • metadata_schema
  • chunking_plan
  • retrieval_eval_plan
  • refresh_schedule

Guardrails

  • Restrict memory to approved private sources.
  • Require citation paths for generated claims.
  • Flag stale or conflicting sources before publishing guidance.
View file metadata
---
name: brand-rag-memory-bootstrap
description: Bootstrap private brand memory and retrieval structure so AI skills answer from approved campaign and policy context.
---

Summary sources · Catalogue metadata, skill.yaml, SKILL.md, examples/output.json · v0.1.0 · Release package

Install instruction files

These commands copy guidance into the selected runtime directories. Confirm that your agent app discovers it. Any packaged programs need separate setup and verification.

Install (Codex)

./bin/skills-hub install adtech/[email protected] --runtime codex

Install (Claude)

./bin/skills-hub install adtech/[email protected] --runtime claude

Install (Generic)

./bin/skills-hub install adtech/[email protected] --runtime generic --target ./my-agent/skills

How You Can Use This

Documentation

Resource form: Agent instructions

Read or copy the guidance. Any packaged programs have separate execution requirements and evidence.

First run: Read SKILL.md and follow the documented workflow.

Current limits

  • Instruction package only; it does not provide or authorize an executable runtime capability.
What installation and verification mean
File installation
Places package files and generated configuration in the selected directories.
Native discovery
Your agent app finds and accepts the instructions, tools or plugin registrations.
Mock execution
Exercises sample fixtures. Connected data and provider effects need a separate check.
Connected operation
Requires current configuration, provider authentication, scoped permissions and a successful operation in your intended environment.

Declared compatibility

Compatibility unknown: versions and capabilities have not been declared.

Classification: declared

Technical details and release files

Operational Summary

Execution mode: analysis-only

Approval boundary: Safe for planning and document classification; require human approval before indexing sensitive or unapproved source material.

Review and lifecycle

Review maturity: Experimental

Security review declaration: Not declared

Lifecycle: Active

These release declarations are separate from evidence that a workflow operates in your environment.

Runtime & Dependencies

ID: adtech/brand-rag-memory-bootstrap

Tags: rag, brand-memory, knowledge-base, retrieval, governance

Runtimes: codex, claude, generic

Tool dependencies: 1

API dependencies: 0

Dependencies

Tools: python3

APIs: Not documented

Outputs

  • Source inventory
  • Metadata schema
  • Refresh plan