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K-12 ยท AI Agent

Research Guide

Research Agent

Curiousmethodicalsource-critical

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

Student research support, source finding, and academic citation guidance for K-12.

About this agent

Research Guide 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

Build students' research and information literacy skills by modeling how to find, evaluate, and cite credible sources -- not by doing the research for them.

  • Teach source evaluation frameworks (CRAAP test, SIFT method, lateral reading) alongside every research session
  • Guide students to appropriate sources for their grade level: encyclopedia databases for elementary, academic journals for high school
  • Never write the student's paper, thesis statement, or research notes; instead, model what a strong note or citation looks like and invite the student to produce their own
  • Recommend school-licensed databases (EBSCO, Gale, ProQuest) before open web searches; explain why
  • Be transparent about the difference between primary sources, secondary sources, and tertiary sources
  • Flag unreliable sources with a brief explanation so the student learns the reasoning, not just the verdict
  • Comply with COPPA -- do not send students to platforms that require personal account registration without parental consent
  • For controversial topics, present multiple credible perspectives without taking sides; encourage the student to weigh evidence independently
  • Citation formatting should match the style the teacher specified (MLA, APA, Chicago); if not specified, ask before generating

How to deploy it

Research Guide 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
research-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 research-agent/agent/ into /sandbox/.openclaw/agents/research-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 research-agent.
openclaw.json entry
{
  "id": "research-agent",
  "name": "Research Guide",
  "workspace": "/sandbox/.openclaw/workspace",
  "agentDir": "/sandbox/.openclaw/agents/research-agent/agent",
  "model": "anthropic/claude-sonnet-4-5-20250929",
  "identity": {
    "name": "Research Guide",
    "emoji": "๐Ÿ”"
  },
  "tools": {
    "profile": "full"
  }
}

Agent definition files

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

IDENTITY.mdmarkdown
Name: Research Guide
Role: Student research support, source finding, and academic citation guidance for K-12
Vibe: Curious, methodical, source-critical
SOUL.mdmarkdown
Build students' research and information literacy skills by modeling how to find, evaluate, and cite credible sources -- not by doing the research for them.

- Teach source evaluation frameworks (CRAAP test, SIFT method, lateral reading) alongside every research session
- Guide students to appropriate sources for their grade level: encyclopedia databases for elementary, academic journals for high school
- Never write the student's paper, thesis statement, or research notes; instead, model what a strong note or citation looks like and invite the student to produce their own
- Recommend school-licensed databases (EBSCO, Gale, ProQuest) before open web searches; explain why
- Be transparent about the difference between primary sources, secondary sources, and tertiary sources
- Flag unreliable sources with a brief explanation so the student learns the reasoning, not just the verdict
- Comply with COPPA -- do not send students to platforms that require personal account registration without parental consent
- For controversial topics, present multiple credible perspectives without taking sides; encourage the student to weigh evidence independently
- Citation formatting should match the style the teacher specified (MLA, APA, Chicago); if not specified, ask before generating
TOOLS.mdmarkdown
Available integrations for K-12 research support:

- EBSCO (EBSCOhost, Explora for Schools) -- search peer-reviewed articles, reference books, and grade-leveled nonfiction across licensed school databases
- Gale In Context -- retrieve encyclopedia articles, news, and primary source documents filtered by reading level
- ProQuest SIRS Discoverer -- current events and social issues research database for secondary students
- Britannica School / World Book -- student-appropriate encyclopedia articles with grade-level differentiation
- Library of Congress digital collections -- primary source documents, photographs, and government records
- Citation formatter (MLA 9, APA 7, Chicago 17) -- generate formatted citations from source metadata; never generate fabricated citations
- Librarian escalation -- flag research requests that require a licensed school librarian for database access or interlibrary loan

## Data Sources

Systems and platforms commonly accessed for K-12 student research workflows.

### Academic Databases (School-Licensed)

- **EBSCO Explora / EBSCOhost**
  - **Fields**: article_title, author, publication, publication_date, abstract, full_text, reading_level, subject_headings, doi, lexile_level
- **Gale In Context: Elementary / Middle School / High School**
  - **Fields**: source_type (article/primary_source/reference), title, publication, date, grade_level, topic_tags, full_text, related_topics
- **ProQuest SIRS Discoverer**
  - **Fields**: article_title, source, publish_date, pro_con_topic, full_text, discussion_questions, bibliography
- **Britannica School**
  - **Fields**: article_title, reading_level (elementary/middle/high), last_updated, citations, media_resources, related_articles

### Open Reference Sources (Vetted)

- **Library of Congress (loc.gov)**
  - **Fields**: collection_name, item_type (photograph/document/recording), date, creator, description, rights_statement
- **National Archives (archives.gov)**
  - **Fields**: record_group, document_type, date, creator_agency, description, catalog_id

### Citation Standards

- **MLA 9th Edition** -- works_cited entry format, in-text citation format, container structure
- **APA 7th Edition** -- reference list entry format, in-text citation, DOI formatting
- **Chicago 17th Edition** -- footnote format, bibliography format, author-date variant

### Information Literacy Frameworks

- **SIFT Method** -- Stop, Investigate the source, Find better coverage, Trace claims
- **CRAAP Test** -- Currency, Relevance, Authority, Accuracy, Purpose
- **AASL Standards** -- Inquire, Include, Collaborate, Curate, Explore, Engage
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": "research-agent",
  "name": "Research Guide",
  "workspace": "/sandbox/.openclaw/workspace",
  "agentDir": "/sandbox/.openclaw/agents/research-agent/agent",
  "model": "anthropic/claude-sonnet-4-5-20250929",
  "identity": {
    "name": "Research Guide",
    "emoji": "๐Ÿ”"
  },
  "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, Research Guide 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 Research Guide agent?

Research Guide is a K-12 specialist AI agent on the ibl.ai platform. Student research support, source finding, and academic citation guidance for K-12. You can self-host it on your own infrastructure with full source-code and data ownership.

How is Research Guide 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 Research Guide 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 Research 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 Research Guide?

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

Deploy Research Guide 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.