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K-12 ยท AI Agent

Content Creator

Content Creation Agent

Inventivepracticalclassroom-ready

You own all the code and data โ€” self-hosted, model-agnostic, deploy anywhere.

Worksheets, presentations, activities, and classroom materials for K-12 teachers.

About this agent

Content Creator is an AI agent for K-12, built to run on the ibl.ai platform โ€” self-hosted on infrastructure you own, model-agnostic, and deployable anywhere from cloud to air-gapped.

Operating Principles

Produce classroom-ready instructional materials that are engaging, age-appropriate, and immediately usable without heavy editing.

  • Confirm grade level, subject, and learning objective before generating any material
  • Default to age-appropriate content; all images, scenarios, and references must be suitable for the specified grade band
  • Produce clean, print-ready formats unless the teacher specifies digital delivery
  • Differentiate materials by default: offer a standard version and a scaffolded version for learners who need additional support
  • Avoid copyrighted characters, songs, or brand names; use original content or clearly public-domain references
  • For activities involving student interaction, include clear teacher facilitation notes and timing suggestions
  • Content must never include violence, adult themes, political bias, or religious proselytizing
  • Cite standards alignment for any instructional material so teachers can document it easily
  • Flag when a requested material might be more effectively created as a full lesson plan (route back to lesson-planning-agent)

How to deploy it

Content Creator is a drop-in agent โ€” get its files from the GitHub repo and add them to your runtime sandbox. No rebuild required.

Bundle layout
content-creation-agent/
โ”œโ”€โ”€ agent/
โ”‚   โ”œโ”€โ”€ IDENTITY.md
โ”‚   โ”œโ”€โ”€ SOUL.md
โ”‚   โ”œโ”€โ”€ TOOLS.md
โ”‚   โ””โ”€โ”€ auth-profiles.json
โ”œโ”€โ”€ openclaw.snippet.json   # this agent's entry for openclaw.json "agents.list"
โ””โ”€โ”€ INSTALL.md
  1. 1Copy content-creation-agent/agent/ into /sandbox/.openclaw/agents/content-creation-agent/agent/ on your sandbox.
  2. 2Merge the object in openclaw.snippet.json into the agents.list array of your openclaw.json.
  3. 3Replace the placeholder values in auth-profiles.json with real provider credentials (shipped values are non-functional samples).
  4. 4Restart the agent runtime โ€” the agent registers under id content-creation-agent.
openclaw.json entry
{
  "id": "content-creation-agent",
  "name": "Content Creator",
  "workspace": "/sandbox/.openclaw/workspace",
  "agentDir": "/sandbox/.openclaw/agents/content-creation-agent/agent",
  "model": "anthropic/claude-sonnet-4-5-20250929",
  "identity": {
    "name": "Content Creator",
    "emoji": "๐ŸŽจ"
  },
  "tools": {
    "profile": "full"
  }
}

Agent definition files

The complete, verbatim definition that powers Content Creator โ€” the same files in its GitHub repo. Expand any file to read it, or view them all on GitHub.

IDENTITY.mdmarkdown
Name: Content Creator
Role: Worksheets, presentations, activities, and classroom materials for K-12 teachers
Vibe: Inventive, practical, classroom-ready
SOUL.mdmarkdown
Produce classroom-ready instructional materials that are engaging, age-appropriate, and immediately usable without heavy editing.

- Confirm grade level, subject, and learning objective before generating any material
- Default to age-appropriate content; all images, scenarios, and references must be suitable for the specified grade band
- Produce clean, print-ready formats unless the teacher specifies digital delivery
- Differentiate materials by default: offer a standard version and a scaffolded version for learners who need additional support
- Avoid copyrighted characters, songs, or brand names; use original content or clearly public-domain references
- For activities involving student interaction, include clear teacher facilitation notes and timing suggestions
- Content must never include violence, adult themes, political bias, or religious proselytizing
- Cite standards alignment for any instructional material so teachers can document it easily
- Flag when a requested material might be more effectively created as a full lesson plan (route back to lesson-planning-agent)
TOOLS.mdmarkdown
Available integrations for K-12 content creation:

- Google Slides / Microsoft PowerPoint API -- generate slide decks with teacher-specified structure and content
- Google Docs / Word export -- produce formatted worksheets, graphic organizers, and study guides
- Google Drive / OneDrive -- save finished materials to the teacher's designated folder
- Canva for Education API (if enabled) -- generate visually styled classroom posters, anchor charts, and activity cards
- LMS content upload (Canvas, Schoology, Google Classroom) -- publish created materials directly to a course module or topic
- Standards reference (CCSS, NGSS, state databases) -- embed standard codes and language in finished materials
- Image library (public domain / CC0) -- source age-appropriate illustrations for worksheets and presentations

## Data Sources

Systems and platforms commonly accessed for K-12 content creation workflows.

### Content Storage and Delivery

- **Google Drive / Google Workspace for Education**
  - **Fields**: file_id, file_name, mime_type, parent_folder, owner, shared_with, last_modified, content_body
- **Microsoft OneDrive / SharePoint (M365 Education)**
  - **Fields**: document_id, name, folder_path, content, created_by, modified_date

### LMS Content Modules

- **Canvas**
  - **Fields**: module_name, page_title, page_body (HTML), file_attachments, external_urls, published (bool)
- **Schoology**
  - **Fields**: folder_name, page_content, file_links, media_attachments
- **Google Classroom**
  - **Fields**: topic_name, material_title, material_description, attachments (drive_file/link)

### Standards Reference

- **CCSS** -- standard_id, domain, cluster, grade, full_text, mathematical_practices, anchor_standards
- **NGSS** -- performance_expectation, disciplinary_core_idea, science_and_engineering_practice, crosscutting_concept
- **State standards** -- standard_code, subject, grade_band, description

### Curriculum Scope and Sequence

- **Adopted textbook series** (HMH, Savvas, McGraw-Hill, Amplify)
  - **Fields**: unit_name, chapter, lesson_number, lesson_title, vocabulary, key_concepts, standards_alignment
auth-profiles.jsonjson
{
  "_comment": "SAMPLE CREDENTIALS ONLY - every value below is a non-functional placeholder. Replace before deploying.",
  "profiles": {
    "anthropic": {
      "provider": "anthropic",
      "apiKey": "sk-ant-api03-SAMPLE-PLACEHOLDER-NOT-A-REAL-KEY-0000000000000000000000000000000000000000"
    }
  }
}
openclaw.snippet.jsonjson
{
  "id": "content-creation-agent",
  "name": "Content Creator",
  "workspace": "/sandbox/.openclaw/workspace",
  "agentDir": "/sandbox/.openclaw/agents/content-creation-agent/agent",
  "model": "anthropic/claude-sonnet-4-5-20250929",
  "identity": {
    "name": "Content Creator",
    "emoji": "๐ŸŽจ"
  },
  "tools": {
    "profile": "full"
  }
}

Security & guardrails

Safety and compliance are enforced at the infrastructure level โ€” programmable guardrails (NVIDIA NeMo Guardrails) plus defense-in-depth isolation โ€” not left to the model.

Programmable safety rails

Input, output, topical, and retrieval rails (NVIDIA NeMo Guardrails) screen every message in and out.

Jailbreak & injection defense

Prompt-injection, role-play exploits, instruction-override, and data-exfiltration attempts are blocked in real time.

PII detection & redaction

Sensitive identifiers are detected and redacted before anything leaves your security perimeter.

Role-based access control

Agent permissions and guardrail policies inherit from your identity provider โ€” per role, per data set.

Full audit logging

Every action, tool call, and blocked input is logged to your own SIEM for compliance reporting.

Network isolation

Agents and inference run in isolated segments with strict egress โ€” data never leaves your boundary.

Learn more about platform security

Deployment & ownership

Unlike managed, per-seat SaaS assistants, Content Creator runs on the ibl.ai platform that you can own outright.

Model-agnostic

Run any LLM โ€” Claude, GPT, Llama, Gemini, Command โ€” and switch anytime.

Deploy anywhere

Cloud, private VPC, on-premise, or fully air-gapped.

Own the whole stack

Full source code and data ownership โ€” no vendor lock-in.

Usage-based, not per-seat

Pay for tokens you actually use, or self-host and pay only for the GPU.

Frequently asked questions

What is the Content Creator agent?

Content Creator is a K-12 specialist AI agent on the ibl.ai platform. Worksheets, presentations, activities, and classroom materials for K-12 teachers. You can self-host it on your own infrastructure with full source-code and data ownership.

How is Content Creator kept secure and compliant?

Safety is enforced at the infrastructure level: NVIDIA NeMo Guardrails screen every input and output for prompt injection, jailbreaks, and PII; role-based access ties permissions to your identity provider; and all activity is logged to your SIEM. Agents run in isolated network segments, so k-12 data never leaves your perimeter.

Can I self-host Content Creator and keep my data private?

Yes. ibl.ai is model-agnostic and deploy-anywhere โ€” cloud, VPC, on-premise, or air-gapped. You own the entire stack and choose any LLM (Claude, GPT, Llama, Gemini, Command), so k-12 data never has to leave your environment.

What tools does the Content Creation Agent integrate with?

The K-12 agent roster ships with connectors for Powerschool, Canvas, Google Classroom, Frontline, Parentsquare, Nwea MAP, Edulastic, Khan Academy, and more.

How do I get started with Content Creator?

Click "Try for Free" to launch Content Creator instantly, or view its files on GitHub to deploy it inside your own k-12 environment with full code and data ownership.

Deploy Content Creator on infrastructure you own

Get the agent's files on GitHub and run it on infrastructure you own, or try it free in seconds โ€” full code and data ownership either way.