iblai

Set an ibl.ai agent's LLM provider and model via the platform API — list available provider/model cards and write the selection through the agent settings endpoint. Use when changing which model an agent runs on.

Add the analytics dashboard (Overview, Users, Courses, Programs, Topics, Transcripts, Memory, Cost, Audit, Data Reports) to your Next.js app — org-wide with an agent picker and groups filter, or scoped to one agent. Use when the user mentions analytics,…

Start a new ibl.ai project by default, scaffold from the bundled vibe-starter template, and write the project CLAUDE.md with ibl.ai platform guidance. Use this when the user says "start a new project", "new app", "scaffold an app", "new ibl.ai project", or…

Manage an ibl.ai agent's disclaimers via the platform API — the Advisory text (saved through the agent settings endpoint), the User Agreement (create/update/activate), and the record of who accepted it. Use when adding legal or advisory notices users must see…

Manage an ibl.ai agent's memories via the platform API — list and filter agent memories (by category, user, email, date), curate global (cross-agent) memories, curate shared agent knowledge injected into every user's chat, add/edit/delete memories, manage…

Configure an ibl.ai agent's Privacy Router via the platform API — enable PII detection, choose the allow/redact/mask/block action, select entity types (PERSON, EMAIL_ADDRESS, US_SSN, …), set the privacy response, and toggle output filtering (saved through the…

Read and write an ibl.ai agent's core settings via the platform API — name, description, category, profile image, visibility, and feature flags (anonymous, featured, LTI, attachments, voice, memory, multi-query RAG, reasoning, prompt caching, incognito,…

Enable or disable an ibl.ai agent's tools via the platform API — list toggleable tools, read currently enabled tool slugs, and write the enabled set (saved through the agent settings endpoint). Use when controlling which tools an agent can use.

Read ibl.ai analytics via the platform API — agent (chat) analytics, content (courses/programs/pathways/skills) analytics, org-wide KPIs, per-user learning data, costs, and fine-grained LLM usage (per-model/-agent/-user cost, tokens, latency) — plus generate…

Manage an organization's Platform API Tokens via the platform API — list, create (secret shown once), and delete Api-Tokens by name. Use when issuing or rotating the keys that authenticate ibl.ai API access.

Manage an ibl.ai agent's training datasets (RAG) via the platform API — list training docs, add resources (file, URL, YouTube, Blackboard, website crawl, GitHub), train/untrain, set visibility and retrain schedule, and delete. Use when feeding an agent…

Talk to a deployed ibl.ai agent directly over REST/SSE (or WebSocket) and manage its chat sessions — POST a prompt to the agent chat endpoint, attach arbitrary metadata (surfaced later as client_context), and list/read sessions and per-task history exports.…

Manage an ibl.ai agent's memories via the platform API — list and filter agent (mentor) memories (by category, user, email, date), curate global (cross-agent) memories, curate shared agent knowledge injected into every user's chat, add/edit/delete memories,…

Administer an ibl.ai organization via the platform API - manage Users (list, activate, promote/demote, bulk role sync, set policies), edX roles (full catalog: global/course/org), Groups, RBAC Roles and Policies, Teams (user-groups + team access), and Alerts…

Manage an ibl.ai organization's LLM spend caps via the platform API — admin-imposed maximum LLM cost at three scopes (tenant-wide, one agent, or one user on one agent), each with a rolling interval (day/week/month/year), a hard-block or alert-only enforcement…

Build and populate Canvas LMS courses through the Canvas REST API — creating course shells, modules and module items, pages, assignments, quizzes (Classic and New Quizzes), discussions, announcements, files, assignment groups, sections and enrollments, plus…

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test,"…

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA…

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM…

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics…

When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't…

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment…

When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with,' 'integration marketing,'…

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach,"…

Confluence team wiki and documentation platform - lets an agent search, read, and create pages across internal knowledge bases, runbooks, technical documentation, and policy spaces.

GitHub source control and collaboration platform - lets an agent read pull requests, commits, repository metadata, and CI workflow results to support engineering review and documentation.

HubSpot CRM and Marketing Hub - lets an agent read and update deals, contacts, companies, marketing campaigns, and workflow enrollments across the inbound sales and marketing lifecycle.

Jira project and issue tracking - lets an agent create, query, update, and link issues, sprints, and epics across engineering, IT, and operations projects.

Okta workforce identity platform - lets an agent verify employee identity, look up user profiles and group memberships, check MFA enrollment status, and support access provisioning workflows.

Salesforce CRM and Sales Cloud - lets an agent read and write opportunities, accounts, contacts, cases, and activities across the enterprise revenue and support lifecycle.

ServiceNow ITSM and enterprise service management - lets an agent create, read, update, and route incidents, service requests, HR cases, change records, and knowledge articles.

Slack team messaging platform - lets an agent post messages, send direct messages, read channel history, and deliver notifications into employee workflows.

Canvas LMS (Instructure) — read and write courses, modules, assignments, rubrics, grades, and submissions for K-12 classroom workflows.

ClassDojo — post classroom story updates and send direct messages to authorized guardians for K-12 family engagement and communication.

EBSCO school databases (EBSCOhost, Explora) — search peer-reviewed articles, reference materials, and grade-leveled nonfiction from school-licensed academic databases.

Edulastic — generate, import, and manage standards-aligned assessments; retrieve performance data and class mastery reports for K-12 assessment workflows.

Frontline Education suite — access HR, absence management, professional development, and special education data across Frontline's K-12 platform products.

Google Classroom — read and write courses, coursework, materials, and student submissions via the Google Classroom API for K-12 workflows.

Google Workspace for Education — read and write files in Google Drive, create and edit Docs and Slides, and manage folder structure for K-12 content workflows.

iReady (Curriculum Associates) — retrieve student diagnostic placement levels and domain scores to align tutoring and instructional content to each student's instructional zone.

BlackRock Aladdin risk and portfolio management platform; lets an agent query VaR, factor exposures, stress test scenarios, risk limit utilization, and performance attribution across multi-asset portfolios.

Bloomberg's financial data platform; lets an agent fetch real-time and historical price data, volatility surfaces, rates curves, credit spreads, and sell-side research via the Bloomberg API.

DocuSign electronic signature platform; lets an agent send, track, and retrieve signed documents for client onboarding agreements, advisory contracts, and regulatory disclosures.

FactSet financial data and research platform; lets an agent retrieve equity fundamentals, earnings estimates, sell-side research, sector classifications, and benchmark data for investment analysis and reporting.

LexisNexis WorldCompliance screening platform; lets an agent screen individuals and entities against OFAC SDN, PEP databases, global sanctions lists, and adverse media with confidence-scored match results.

Morningstar Direct investment research and data platform; lets an agent retrieve fund ratings, ESG scores, performance data, peer universe comparisons, and holdings for advisor due diligence and portfolio construction.

NICE Actimize financial crime platform; lets an agent retrieve fraud and AML transaction monitoring alerts, update dispositions, and route SAR candidates to the BSA Officer.

Salesforce CRM for financial advisors and wealth management firms; lets an agent read and write client profiles, household data, suitability records, and onboarding workflow state.

Clio Manage/Grow practice management platform; lets an agent create matters, log time, generate invoices, manage client intake, and sync docket deadlines.

Docket Alarm court monitoring and analytics platform; lets an agent track docket updates, set filing alerts, and pull judge analytics for motion strategy.

DocuSign e-signature platform; lets an agent send engagement letters and contracts for signature, track envelope status, and retrieve executed documents.

iManage Work matter-centric DMS; lets an agent retrieve, file, and version legal work product organized by client and matter workspace.

Intapp Conflicts firm-wide conflicts management system; lets an agent run new-business conflict searches, retrieve hit reports, and track waiver records.

Ironclad contract lifecycle management (CLM) platform; lets an agent upload contracts, run playbook analysis, retrieve risk scores, and track obligations and approvals.

NetDocuments cloud DMS; lets an agent store, retrieve, version, and search matter documents including briefs, contracts, and precedents.

PACER/CM-ECF federal court system; lets an agent retrieve docket entries, case schedules, local rules, filed documents, and scheduling orders for federal matters.

Ellucian Banner SIS — lets an agent query student academic records, registration, financial aid awards, and employee HR data via Banner REST APIs.

Blackbaud Raiser's Edge NXT — lets an agent query alumni constituent records, giving history, pledge tracking, and wealth screening scores for advancement workflows.

Instructure Canvas LMS — lets an agent read and write course content, assignments, grades, and engagement analytics.

Civitas Learning analytics platform — lets an agent retrieve student risk scores, graduation probability, course success predictions, and intervention outcome tracking.

EAB Navigate student success platform — lets an agent manage early alerts, advising appointments, four-year plans, and at-risk cohort outreach.

Handshake career platform — lets an agent search jobs and internships, retrieve employer profiles, and surface career fair registrations for students.

Salesforce Education Cloud and NPSP — lets an agent query and update enrollment CRM records, alumni giving history, campaign membership, and engagement scores.

ServiceNow ITSM — lets an agent create, update, and resolve IT incidents, search the knowledge base, and check campus service status.

Availity Essentials — lets an agent perform real-time eligibility verification, prior authorization initiation and status checks, and payer enrollment management via the Availity clearinghouse REST API.

Cerner Millennium FHIR R4 API — lets an agent read patient clinical data (demographics, encounters, diagnoses, medications, notes) within a Cerner-hosted health system.

Epic EHR FHIR R4 API — lets an agent read and write patient clinical data (demographics, encounters, diagnoses, medications, notes, orders) within an Epic-hosted health system.

HealthStream LMS — lets an agent query employee training transcripts, assign compliance curricula, check credential expiration alerts, and pull completion reports from the HealthStream learning management system.

Innovaccer — lets an agent query population health analytics, patient risk scores, care gap lists, and SDOH screening data from the Innovaccer unified patient data platform.

Micromedex (Merative/IBM) — lets an agent perform drug interaction screening, dose range checking, toxicology lookups, and IV compatibility queries using the Micromedex drug knowledge base.

Nuance DAX (Dragon Ambient eXperience) — lets an agent submit encounter audio or transcripts and retrieve AI-generated structured clinical note drafts for clinician review.

PubMed / NCBI E-utilities — lets an agent search MEDLINE biomedical literature, retrieve structured abstracts, and export citations for clinical research and evidence synthesis tasks.

Official U.S. Congress legislative data API; lets agents search bills, retrieve full text and status, track co-sponsors, committee referrals, and floor votes.

FedRAMP-authorized Learning Management System; lets agents check employee training transcripts, mandatory compliance status, course catalog, and enroll users in required training.

Official U.S. rulemaking and regulatory publication API; lets agents search and retrieve federal rules, proposed rules, notices, and executive orders with full text and comment period data.

Government digital communications platform; lets agents draft, schedule, and send subscriber email/SMS bulletins and retrieve delivery analytics.

Cloud identity platform for government (Microsoft 365 GCC/GCC High); lets agents look up user accounts, check MFA and compliance status, and initiate supervised access provisioning workflows.

FedRAMP High CRM platform for government; lets agents create, read, and update citizen service cases, constituent records, and SLA compliance data.

Official U.S. government vendor and contract opportunities registry; lets agents verify vendor registrations, check exclusions, and search contract opportunities.

FedRAMP-authorized ITSM platform; lets agents create/update incidents, service requests, change records, onboarding tasks, and security incidents, and search the knowledge base.

Cost-optimizing model router for OpenClaw. Automatically routes each request to the cheapest capable model (LIGHT/MEDIUM/HEAVY tiers) using weighted scoring. Defaults to the latest Claude models (Haiku 4.5 / Sonnet 5 / Opus 4.8) and supports per-tier routing…