Library
Agent Assembly Runtime
Edit one agent definition and rebuild its group, task and memory views.
Focused extraction
Independent work. Open possibilities.Good questions.
Good questions.
Unexpected tools.
We follow an idea until it becomes something you can explore, use, or build on. Sometimes that means a whole system. Sometimes the interesting detour becomes a project of its own.
Find something that interests you ↓The collection
Same care. Different scales. Browse by what you want to do.
Follow an idea through the workshop.
See the original workbenches, the mechanisms extracted from them, and the public continuations.
Find your next rabbit hole.
50 projectsNo matches. Try fewer words or select Everything.
Library
Agent Chatroom Ledger
Give a local agent room a durable record, with separate reading positions for each consumer.
Library
Agent Foundry Blueprint Compiler
Turn a capability record into a portable fenced blueprint, then parse it back.
Focused extraction
Library
Agent Workflow Governance
Give an agent permission for specific package actions and record blocked or completed runs.
Focused extraction
Experiment
AI Software Factory Prototype
Follow a two-stage code-generation experiment from the first draft to a separate refinement.
Public continuation
Tool
Alias Resolver
Name your project paths, imports and startup tasks once, then resolve them from one configuration.
Public continuation
Experiment
Architecture Difference Case Study
Compare two tiny systems that return the same answer but handle responsibility and failure differently.
Preserved research caseSource: March 2026
Developer starter
Astra-l-Projection
Connect conversation to a camera and bounded movement in your own Unreal project.
Adapted developer starter
Library
Atlas Domain Pack SDK
Define an Atlas domain pack and catch broken definitions and references before a database import.
Focused extraction
Workbench
Atlas Kernel
Take an evidence-backed graph proposal through work packets, review and a recorded commit.
Integrated source snapshot
Library
Bounded Execution Ledger
Keep a task request, handler result and execution evidence together, including failures and refusals.
Focused extraction
Experiment
Builder Prototypes
Follow an early builder experiment from a request to a prompt and a chain of registered steps.
Tool
Capability Graph Importer
Turn capability packages and Foundry blueprints into a graph plan you can inspect before importing.
Public continuation
Library
Capability Package Workbench
Publish a local capability version and run its saved snapshot while the next draft changes.
Focused extraction
Tool
ChatGPT Export Archive and Migration Toolkit
Keep exported conversations, identify duplicate copies and prepare bounded migration batches.
Focused extraction
Tool
Codex Judge Loop
Run a bounded coding-and-review cycle and retain each phase, including a stop before implementation.
Focused extraction
Tool
Codex Session Transcript Exporter
Export one chosen coding conversation as readable messages with a source-line ledger.
Public continuation
Tool
Conversation Archive for Discord
Turn a local conversation collection into an ordered Discord archive, previewing changes before sending.
Integrated source snapshot
Workbench
Conversation Engine
Keep a conversation and its changing transformations traceable in a recoverable local vault.
Integrated source snapshot
Tool
Conversation Target Tagger
Label who or what a message is about while keeping the conversation context that explains it.
Public continuationSource: September 2025
Tool
D&D 5e Graph ETL
Turn versioned rules JSON into graph records, source references and linked relationships.
Public continuation
Workbench
DeckScope
Trace a document's claims to evidence, contested points and unanswered questions.
Existing public project
Tool
Dice Expression Extractor
Find dice expressions in JSON and keep the field, action and record each one belongs to.
Focused extraction
Library
Discord Activity Privacy Core
Decide what an activity policy permits, then minimize retained records and plan expiry.
Public continuationSource: June 2025
Library
Discord Topology Reconciler
Plan how an ordered Discord archive should change while reusing existing message slots.
Focused extraction
Tool
Evidence Archive Museum
Turn a structured archive into a portable exhibit where topics lead directly to supporting records.
Public continuationSource: 2026
Tool
Fungus Observability
Trace selected Python calls and failures locally without collecting their payloads by default.
Public continuation
Tool
GitHub Project Draft Publisher
Preview a structured work plan, then deliberately publish a GitHub Project and draft items.
Focused extraction
Workbench
Governed Change Workbench
Carry a change through implementation, review and audit while preserving failed attempts and retries.
Tool
Manifest File Relocator
Preview a file move, reject stale plans and restore moved files from the recorded journal.
Public continuationSource: May 2026
Library
Materialized Task Runner
Run a saved, trusted Python task in a fresh interpreter and keep the source and result evidence.
Focused extraction
Tool
Message Version Bundle Builder
Bundle an original message and nine prepared context versions with checked original text and character counts.
Focused extraction
Library
Model Provider Compatibility Lab
Record what one model/provider route did on one task, separating support from configuration problems.
Focused extraction
Tool
Persistent Discord RPG
Build Discord campaigns and character-creation conversations that can resume after a bot restart.
Library
Persistent Interaction State
Save a multi-step conversation, resume it later and refuse stale updates.
Focused extraction
Prototype
Personal Intelligence Dashboard
Explore a daily-docket prototype whose working first step counts files and exact duplicates.
Integrated source snapshot
Experiment
Project Blueprint Agent Team
Follow six design roles from a project request to per-file implementation prompts.
Public continuation
Tool
Provenance Inventory
Count a file collection and find exact duplicates before deciding what to move or index.
Focused extraction
Workbench
Python Agent Foundry Workbench
Build Python capability packages and assemble them into tasks in a desktop workbench.
Tool
Python Function Structure Comparator
Compare Python functions and rank possible variants without executing the code.
Focused extraction
Workbench
RevEng
Map unfamiliar Python code into file breakdowns, relationships, reports and visible unknowns.
Existing public project
Library
RPG Character Rules
Create and validate character sheets without running a Discord bot.
Tool
Rubric Rumble
Discover and check models, compare their answers on your task, and inspect the judge and available cost evidence.
Public continuation
Tool
Safe Gitignore Builder
Review individual files and generate ignore rules that keep unreviewed additions excluded.
Focused extraction
Workbench
Skeleton
Explore a local workbench for publishing capability versions and recording permitted or refused execution.
Integrated source snapshot
Method
The Seven Ownership Architecture
Map who owns each responsibility in a system and separate its identity, current state and next ideas.
Worked architecture method
Experiment
Transcript Model Evaluator
Study a desktop experiment that kept tasks, model attempts, judgments and pricing views together.
Experiment
Transcript to GitHub Projects
Study how a transcript becomes a proposed work plan while preserving the model response for review.
Preserved research case
Tool
Usage Capture
Read visible usage values with separate Codex and Ollama adapters and preserve uncertain readings.
Related adapters packaged together
Library
Verified Completion Kernel
Check a task against stated completion rules and retain what remains unfinished or needs review.
Focused extraction
How we workCuriosity has
Curiosity has
room to wander.
CinvanaAI is an independent workshop shaped by human ideas, direction, and judgment, with AI helping turn the blueprints into working pieces. The collection spans model evaluation, software architecture, conversation systems, data tools, and games.
Each project stands on its own explanation and evidence. A small library can be useful without its parent workbench. An experiment can be worth sharing for what it reveals. The code, examples, and stated limits are there so you can make up your own mind.
Explore the repositories ↗