AI Atlas Talent Network
Research Notes / Not In Discovery

Public source notes waiting for showcase treatment.

These are not talent-ready showcase pages yet. Each note points to public material and still needs real artifacts, visitor-facing case-study copy, architecture, stack rationale, and next-step links before it can enter discovery.

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Basketball Shot Analyzer

A manual-plus-vision tool for tracking basketball shots from video and calculating release speed, angle, and trajectory.

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Basketball Transformer / Film Review

A basketball video analysis workflow using detection, tracking, player tagging, event labeling, verification, and review-package export.

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JibJob Aggregation Repair

A repeatable incident workflow for diagnosing and repairing healthcare ATS source failures and production aggregation issues.

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JibJob Source Health Reporting

Source-level aggregation health reporting that surfaces run status, imports, worker class, and operational issues.

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JibJob ATS Adapter Authoring

A bounded agent-assisted workflow for creating and validating new ATS adapters such as Hireology, e3Applicants, and Taleo.

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JibJob Agent OS / OODA Orchestrator

A multi-lane autonomous operating loop for supply, social, video, SEO, product research, product build, and delivery workflows.

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JibJob SEO Indexing Workflow

A crawl-depth and indexing workflow that improves discovery of live job pages and plans Google Indexing API submissions.

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JibJob Location + Classification Cleanup

A production cleanup workflow for healthcare job classification, U.S. location normalization, and conservative backfills.

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JibJob Remotion / Sora Video System

A programmatic video workflow for healthcare job and location content using Remotion, Sora-style assets, overlays, and rendered clips.

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JibJob Admin / Health CLI / Linear Flow

Internal operational tooling for health checks, reporting, Linear issue sync, and admin status views.

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Working Autonomously Dashboard

A public comps dashboard for HR tech, staffing, marketplaces, and robotics with weekly snapshots and disclosure-backed insight feeds.

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Financial Disclosure Research System

A research system for collecting investor materials, extracting evidence, and building disclosure-backed operating metrics.

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Disclosure History Backfill

A historical backfill workflow for discovering and enriching investor-material disclosures over time.

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Investor Relations Monitoring

A monitoring workflow for validating company investor-relations pages, financial pages, news pages, redirects, and freshness.

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Working Autonomously Social Bot

A local research inbox and skill-driven workflow for turning AI/autonomy/work source material into summaries and channel-ready drafts.

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Lens Summary + Channel Draft Skills

Project-scoped Claude skills for lens-driven summaries and channel-specific writing with voice memory and approval guardrails.

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Liquidity 2026 Investing Pack

An agent-assisted investing research pack that moves from global universe building to ranked memos and position-ready examples.

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Finance Skill Library

Reusable investing analysis skills covering Mauboussin expectations, Munger inversion, Ackman quality, Seven Powers, factor quant, and more.

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Appcast CPA Analysis

A labor-market analysis workspace for Appcast cost-per-application data by role, region, and healthcare specialty.

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Auto-Seller Skill

A Claude Code skill for used-item selling workflows: pricing research, listing generation, posting, message checks, and reply drafts.

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Codex/GitHub/Vercel Delivery Workflow

An AI-assisted software delivery workflow spanning code changes, PRs, CI repair, deployment, logs, and production verification.

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Browser Automation Workflows

A collection of browser-driven research, QA, scraping, and operational verification workflows across local and production systems.

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College Power Search

A public college-search product example held out of buyer discovery until AI-specific implementation proof is available.

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Autobrowse — Browser Agents That Graduate Their Own Skills

A workflow from Browserbase that runs a browser agent against a real task until it converges, then graduates the winning approach into a durable markdown skill any future agent can load and run.

Anand Chowdhary · source note

Continuous Claude PR Loop

A Bash-based workflow that repeatedly runs Claude Code against bounded changes, pushes branches, opens PRs, waits for checks and reviews, merges green work, and carries context through a shared notes file.

Boris Cherny · source note

Claude Code Parallel Engineering Workflow

A corporate engineering workflow for using Claude Code as an agentic coding workspace with planning, context management, verification, and parallel session practices.

Claire Vo · source note

ChatPRD Product Management AI Workflow

A hosted AI product-management workflow surface for drafting and refining product artifacts.

Claire Vo · source note

Nine-Agent OpenClaw Operating Workflow

A public workflow example covering multiple agents for CRM, outreach, podcast preparation, family scheduling, and progressive trust practices.

Cody De Arkland · source note

Railway Agent and Remote MCP CLI Workflow

Railway exposes deployment context to AI coding tools through a remote MCP server and a CLI command, so agents can inspect services, logs, and service details while helping with app delivery.

Cody De Arkland · source note

Sentry MCP and Agent Observability Workflows

A Sentry MCP workflow that gives AI coding tools access to issue, trace, and session context so agents can reason about production errors with observability data in view.

CrewAI Team · source note

CrewAI Crews and Flows Example Library

A docs-backed example library for building multi-agent crews and deterministic flows, with concrete automations for marketing, recruiting, content creation, email response, lead scoring, and meeting assistance.

Daniel Avila · source note

Claude Code Templates Contribution Review Workflow

An emerging maintainer workflow for using multiple agentic systems to inspect a high-volume Claude Code component repository and learn from incoming PRs.

Dexter Horthy · source note

HumanLayer CodeLayer Multi-Claude Workflow

A team-scale AI coding workflow for orchestrating multiple Claude Code sessions across worktrees and complex codebases with context-engineering practices.

Dexter Horthy · source note

Linear + Claude Code + GitHub Actions Ticket Automation

A research-plan-implement workflow for shipping low-effort Linear tickets through Claude Code and GitHub Actions.

elvis · source note

Claude Code n8n Workflow Builder

A prospective workflow builder that uses Claude Code to help create n8n AI agents and automations from natural language.

Garry Tan · source note

GStack Claude Code and Codex Workflow

An open-source, role-based delivery loop for AI coding agents: product framing, plan review, implementation, review, browser QA, shipping, and retrospectives.

Jason Liu · source note

Instructor Structured Output Workflows

A schema-first workflow for extracting validated structured data from LLMs using Pydantic models, retries, streaming, and provider-specific integrations.

Jesse Genet · source note

Role-Partitioned Home Agent System

A multi-agent workflow example that partitions agents by role, device, and access boundary so each agent handles a narrow household, education, finance, coding, or operations context.

Jesse Genet · source note

Photo-to-Curriculum Lesson Planning Workflow

A curriculum workflow example where photos of books, supplies, and teaching materials are turned into structured lesson plans and next-step recommendations.

Jesse Genet · source note

Loom Screen Recording to Learning Log Workflow

A screen-recording workflow example where a Loom capture of a lesson is converted into a text-first learning log for an agent to summarize and track.

Jesse Genet · source note

OpenClaw Amazon Household Operations Workflow

A household operations workflow example signaled by a public X post about OpenClaw using Amazon, with sensitive purchasing and account details intentionally omitted.

Ketan Gangatirkar · source note

College Power Search

A deployed college-search product example. It appears promising as an inspectable public app, but needs reviewer confirmation of scope, ownership, screenshots, and user value before curated Atlas case-study publication.

LangChain Team · source note

LangGraph Stateful Agent Workflow Patterns

A docs-backed workflow system for designing durable agent loops, explicit graph state, human review points, tool execution, memory, streaming, and production observability.

LlamaIndex Team · source note

LlamaIndex Event-Driven Agent Workflows

A docs-backed workflow system for building event-driven agents, RAG flows, extraction flows, multi-agent handoffs, streaming events, and inspectable state over private or application-specific data.

Meathill · source note

Code Maintenance Skill for Vibe Coding Projects

A reusable Claude Code Skill that turns senior engineering maintenance practices into an executable workflow for AI-built projects.

Mikkel · source note

Async AI Coding Task and Review Workflow

A workflow tool that turns GitHub issues or coding tasks into researched requirements, confirmed subtasks, cloud-executed Claude Code changes, stacked diffs, review comments, and PRs.

mordymoop · source note

PlateSpinner AI Agent Kanban

A local Kanban interface that orchestrates AI coding agents through read-only proposal, read-only planning, write-enabled execution, branch isolation, diffs, testing, budgets, and autonomous task selection.

nadeem1 · source note

Athena Flow Agent Workflow Runtime

A workflow layer for AI coding agents that defines reusable steps, prompt templates, plugins, exit criteria, event feeds, resumable sessions, and e2e test generation.

Patrick Morgan · source note

Plain-Text AI Context Workflow

A text-first workflow pattern where personal processes, examples, notes, and Markdown files are structured so an AI agent can synthesize, reorganize, and act on them over time.

Pydantic Team · source note

PydanticAI Typed Agent Workflows

A docs-backed workflow pattern for building agents with typed dependencies, function tools, structured outputs, model settings, observability, and eval-friendly boundaries.

unohee · source note

OpenSwarm Multi-Agent Code Orchestrator

A multi-agent development workflow that pulls Linear issues, assigns Claude Code workers/reviewers/testers/documenters, records memory, reports through Discord, and iterates on PRs.