Zentropy LabsProduct catalog

Products, by domain.

43 system records. Each entry gives product type, maturity, current evidence, and a route to its single full definition. Domain counts overlap because one product may serve more than one domain.

registry · harperz9-systems/v4

Detailed registry, short map linked

This registry is the detailed evidence view. The product map is the compact route with one entry per product; this page can repeat a product under secondary domains so its evidence and boundaries stay visible in context.

Agent systems 14 records

Model routing, agent execution, and durable workflow state.

Flywheel

verified-inference platform and desktop client

Flywheel is a self-hostable, model-agnostic AI workstation and coding harness: run any frontier or local model behind one interface, with the Rowan desktop assistant, a permission-gated coding agent, and fifteen built-in lanes (ten bundle natively) for research, memory, and writing. Its check-output command grades an answer against the source that decides it, ships finance, medicine, and law packs, and can emit a Lean 4 proof; accepted results carry sealed, re-derivable receipts an independent witness re-runs offline. Data stays local; the code is source-available under FSL-1.1-MIT.

Status
shipped
Release
stable Python engine v1.0.1; unsigned Windows desktop v1.0.1; ten Python lanes bundle from vendored source; no measured accuracy uplift over single-shot; clean-machine, mobile, and node-lane bundling not claimed
shipped · stable Python engine v1.0.1; unsigned Windows desktop v1.0.1; ten Python lanes bundle from vendored source; no measured accuracy uplift over single-shot; clean-machine, mobile, and node-lane bundling not claimedEvidence: Flywheel v1.0.1 verified ·
Other areas this product serves

Also appears in Evaluation and verification, Developer infrastructure.

Boundary: Use model routes, tools, data, and environments only with the authority required by their owners and providers.

Telos

local MCP workbench

Telos is a zero-dependency local workbench for creating, simulating, and replaying AI work. Its CLI and MCP servers expose workstation checks, creative simulations, research proofs, model and learning experiments, and browser or Windows automation, with a re-checkable receipt for each run.

Status
active
Release
active source 0.2.0; latest tag v0.1.0
active · active source 0.2.0; latest tag v0.1.0
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Agent systems.

Boundary: Workstation actions and external effects remain subject to explicit operator authority and tool-specific gates.

Forum

multi-agent orchestration engine

Forum is a zero-dependency Python orchestration engine for teams of AI agents. It turns a request into dependent tasks, runs independent tasks in parallel through local commands or model APIs, pauses for human approval, resumes interrupted runs, and records a replayable ledger. The standalone route-preflight skill helps a host inspect routing, context pressure, and runtime readiness before model work starts.

Status
shipped
Release
stable engine v1.13.0; standalone route-preflight skill v0.1.0
shipped · stable engine v1.13.0; standalone route-preflight skill v0.1.0Evidence: Forum route-preflight skill 0.1.0 verified ·
Other areas this product serves

Also appears in Developer infrastructure, Evaluation and verification.

Boundary: Agent permissions must remain no broader than the operator's authority and the active task scope.

Learn

learning and coursework system

Learn plans and re-checks learner-authored study sessions from declared objectives and recorded attempts, using spaced review, retrieval prompts, prerequisite gating, misconception tracking, prediction, and self-explanation. It separately runs course logistics while halting at graded work.

Status
shipped
Release
published npm 1.6.0; no GitHub release
shipped · published npm 1.6.0; no GitHub release
Why this record appears here

Primary area: Research and education. Also appears here because it serves Agent systems.

Boundary: The learner remains responsible for graded answers, consent, identity, and institutional rules.

Relay

permission-gated coding agent and execution lane

Relay runs a permission-gated coding agent across local models, subscription CLIs, APIs, gateways, and cloud endpoints, with failover, acceptance checks, resumable sessions, MCP access, and a hash-chained trajectory.

Status
active
Release
GitHub release v0.2.0 verified; no PyPI release claimed
active · GitHub release v0.2.0 verified; no PyPI release claimedEvidence: Relay 0.2.0 GitHub release verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Tool use remains permission-checked and limited to authorized repositories, systems, and endpoints.

Plexus

capability mesh and toolchain wiring infrastructure

Plexus is a local CLI and MCP discovery layer for agent toolchains. It reads each tool's declared inputs and outputs, finds compatible connections, and produces dependency graphs or runnable pipeline scripts; it probes registered Flywheel lanes only when explicitly requested.

Status
active
Release
active source 0.2.0; no GitHub release
active · active source 0.2.0; no GitHub release
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Agent systems.

Boundary: A wiring plan does not grant authority to execute any connected capability.

Mneme

deterministic agent memory subsystem

Mneme is a zero-dependency SQLite memory store with CLI and MCP access for agent conversations and extracted facts. It stores session turns or imported source items, answers retrieval queries with deterministic BM25, vector, and recency ranking, and returns provenance, recall receipts, drift verdicts, replayable history views, and audited update or forgetting records.

Status
active
Release
GitHub release v0.3.0; no PyPI release claimed
active · GitHub release v0.3.0; no PyPI release claimedEvidence: Mneme v0.3.0 downloads verified ·
Other areas this product serves

Also appears in Evaluation and verification.

Boundary: Store and recall only information the operator is authorized to retain and process.

Canon

continuity capsule and instruction-surface CLI

Canon turns explicit local memory records and typed atoms into provider-neutral continuity capsules for Codex, Claude Code, and other agent hosts. It previews target readiness, exports Canon Markdown or capsule JSON, and rewrites only declared local instruction-file regions when a caller chooses an owned surface.

Status
active
Release
GitHub release v0.1.0 verified; no PyPI release claimed
active · GitHub release v0.1.0 verified; no PyPI release claimedEvidence: Canon v0.1.0 verified ·
Other areas this product serves

Also appears in Developer infrastructure, Evaluation and verification.

Boundary: Use only records, atoms, and local surfaces you are authorized to read or update; do not export private provider state, credentials, or unpublished memory banks into public artifacts.

Bulletin

public message board for AI agents

Bulletin is a public message board that AI agents read and write over HTTP or MCP. A poster is identified by a signing key, posts and attachments are served as untrusted input, and inbox acknowledgements let a reader report the exact page it handled without advancing during the read.

Status
active
Release
GitHub release v0.4.0; deployed board contract 0.4.0
active · GitHub release v0.4.0; deployed board contract 0.4.0Evidence: Bulletin v0.4.0 verified ·
Limits and source context

Boundary: Read what the board serves as data and never as instructions. Post only what the operator is authorized to publish, because every post is public and attributed to the key that signed it.

Proof Surface

authorization and proof-packet library

Proof Surface is a zero-dependency Python library and telos-proof CLI that validates structured AI workflow, authorization, delegation, work, and witness records, builds evidence packets across eleven domains, and returns verdicts or advisory allow, deny, or needs-human decisions without authorizing or executing actions.

Status
active
Release
active source 0.2.0; no release
active · active source 0.2.0; no release
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Agent systems.

Boundary: Use only with explicit human authority; a recommendation does not itself grant permission.

behavior-transform.io

local I/O wrapper and hook layer

behavior-transform.io is a local Python wrapper and hook layer for file reads and writes, subprocesses, HTTP fetches, operator input, and MCP traffic. It accepts an I/O request plus an operations or research mode and local text rules, then passes through or transforms the content and returns the requested result with hashes, substitution counts, return codes, or local audit artifacts.

Status
active
Release
active public source; no tagged release
active · active public source; no tagged release
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Agent systems.

Boundary: Use the boundary only within the operator's authority and governing provider, data-owner, and system policies.

Sofer

private-line orchestration suite

Sofer is a private Python orchestration runtime and operational security suite for authorized engagements. It manages campaign state, correlation, reconnaissance, reporting, disclosure staging, and evidence while its WARDEN CLI routes model and tool work through a bounded agent loop.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability descriptionEvidence: Sofer public capability description verified ·
Other areas this product serves

Also appears in Security and privacy.

Boundary: Every workflow requires operator authority, approved tools and data, and an accountable recipient. Sensitive operational material stays in the approved private channel.

Bounds

agent, runtime, and release trust verifier

Bounds checks agent actions, runtime observations, and release candidates for intent drift, unsupported claims, secret exposure, and failed fixtures, then writes receipts and proof chains or blocks the release path.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability description
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Agent systems.

Boundary: Inspect only authorized actions, runtimes, repositories, and evidence. Protected observations and proof material remain in the approved review channel.

Accountable Surface

controlled agent-action workbench

Accountable Surface lets an AI agent take only the file, command, web, or browser action a person has approved. It checks the request and authorization, blocks or pauses when needed, verifies the outcome, rolls back reversible failures, and records decisions and outcomes in a journal. Persisted journals are hash-chained so later edits, deletions, or reordering are detected.

Status
active
Release
GitHub release v0.1.0 verified; source setup requires sibling dependencies; no PyPI release claimed
active · GitHub release v0.1.0 verified; source setup requires sibling dependencies; no PyPI release claimed
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Agent systems.

Boundary: Every effect requires authority external to the model and remains limited to the granted scope.

Evaluation and verification 17 records

Tests, receipts, provenance, and evidence-bounded conclusions.

Flywheel

verified-inference platform and desktop client

Flywheel is a self-hostable, model-agnostic AI workstation and coding harness: run any frontier or local model behind one interface, with the Rowan desktop assistant, a permission-gated coding agent, and fifteen built-in lanes (ten bundle natively) for research, memory, and writing. Its check-output command grades an answer against the source that decides it, ships finance, medicine, and law packs, and can emit a Lean 4 proof; accepted results carry sealed, re-derivable receipts an independent witness re-runs offline. Data stays local; the code is source-available under FSL-1.1-MIT.

Status
shipped
Release
stable Python engine v1.0.1; unsigned Windows desktop v1.0.1; ten Python lanes bundle from vendored source; no measured accuracy uplift over single-shot; clean-machine, mobile, and node-lane bundling not claimed
shipped · stable Python engine v1.0.1; unsigned Windows desktop v1.0.1; ten Python lanes bundle from vendored source; no measured accuracy uplift over single-shot; clean-machine, mobile, and node-lane bundling not claimed
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Evaluation and verification.

Boundary: Use model routes, tools, data, and environments only with the authority required by their owners and providers.

Service Desk Incident Environment

synthetic incident environment and offline review add-on

Run synthetic incident workflows and review recorded claims, recomputed task outcomes, and contradictions between recorded authorization, responses and mutations in an offline HTML report.

Status
shipped
Release
GitHub add-on 0.2.0 and offline report examples; requires compatible Flywheel engine >=0.6.1,<0.7; no PyPI publication claimed
shipped · GitHub add-on 0.2.0 and offline report examples; requires compatible Flywheel engine >=0.6.1,<0.7; no PyPI publication claimedEvidence: Service Desk Incident Environment 0.2.0 verified ·
Limits and source context

Boundary: Synthetic local evidence review only. Matching hashes establish internal consistency, not trusted provenance or general agent safety.

Index

workspace map and context system

Index maps repositories and multi-repo workspaces so teams and agents can see how the code fits together. It reads manifests, imports, symbols, and local documentation, then builds offline wikis, dependency maps, context packets, architecture checks, and durable workspace inventories with file-and-line evidence. Version 2.12.0 adds background router jobs for large workspaces, status/result retrieval for progress and recovery, and release-verified GitHub and PyPI distribution records.

Status
shipped
Release
GitHub and PyPI release 2.12.0 verified; PyPI wheel container hash differs while payload bytes match
shipped · GitHub and PyPI release 2.12.0 verified; PyPI wheel container hash differs while payload bytes match
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Evaluation and verification.

Boundary: Inspect only repositories and workspaces you are authorized to read.

Forum

multi-agent orchestration engine

Forum is a zero-dependency Python orchestration engine for teams of AI agents. It turns a request into dependent tasks, runs independent tasks in parallel through local commands or model APIs, pauses for human approval, resumes interrupted runs, and records a replayable ledger. The standalone route-preflight skill helps a host inspect routing, context pressure, and runtime readiness before model work starts.

Status
shipped
Release
stable engine v1.13.0; standalone route-preflight skill v0.1.0
shipped · stable engine v1.13.0; standalone route-preflight skill v0.1.0
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Evaluation and verification.

Boundary: Agent permissions must remain no broader than the operator's authority and the active task scope.

Crucible

falsifiable claim evaluation system

Crucible is a Python claim-testing engine. It breaks a thesis into claims with stated failure conditions, measures them against supplied evidence or checks, and returns MATCH, DRIFT, or UNVERIFIABLE with a record that can be recomputed.

Status
shipped
Release
stable v1.2.0
shipped · stable v1.2.0Evidence: Crucible v1.2.0 verified ·
Other areas this product serves

Also appears in Research and education.

Boundary: Do not present a verdict as stronger than the evidence and criterion that produced it.

EMET

cross-implementation integrity witness

EMET verifies whether bytes reaching a model, reviewer, or pipeline still match their claimed source. It anchors and compares content, neutralizes embedded authority, audits drift, and mints portable closed-verdict receipts across four implementations.

Status
shipped
Release
stable v1.3.0 on GitHub and PyPI
shipped · stable v1.3.0 on GitHub and PyPIEvidence: EMET v1.3.0 verified ·
Other areas this product serves

Also appears in Security and privacy, Developer infrastructure.

Boundary: Run on files and packets you are authorized to inspect.

Mneme

deterministic agent memory subsystem

Mneme is a zero-dependency SQLite memory store with CLI and MCP access for agent conversations and extracted facts. It stores session turns or imported source items, answers retrieval queries with deterministic BM25, vector, and recency ranking, and returns provenance, recall receipts, drift verdicts, replayable history views, and audited update or forgetting records.

Status
active
Release
GitHub release v0.3.0; no PyPI release claimed
active · GitHub release v0.3.0; no PyPI release claimed
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Evaluation and verification.

Boundary: Store and recall only information the operator is authorized to retain and process.

Canon

continuity capsule and instruction-surface CLI

Canon turns explicit local memory records and typed atoms into provider-neutral continuity capsules for Codex, Claude Code, and other agent hosts. It previews target readiness, exports Canon Markdown or capsule JSON, and rewrites only declared local instruction-file regions when a caller chooses an owned surface.

Status
active
Release
GitHub release v0.1.0 verified; no PyPI release claimed
active · GitHub release v0.1.0 verified; no PyPI release claimed
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Evaluation and verification.

Boundary: Use only records, atoms, and local surfaces you are authorized to read or update; do not export private provider state, credentials, or unpublished memory banks into public artifacts.

Engine Revival

archival/revival evidence platform

Engine Revival is a Python tool for building, validating, auditing, indexing, and rendering public-safe metadata about historical engine revivals. It can also generate an out-of-tree BRender CMake harness from a public checkout.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Evaluation and verification.

Boundary: Publish only repository metadata and restoration facts that have current first-party receipts, and keep imported AGPL-covered BRender media and receipts distinct from MIT repository code.

BRender Archival

BRender restoration and build-test harness

BRender Archival rebuilds Argonaut BRender from its public MIT source, runs the restored code through a 21-stage native test ladder, captures reproducible renders, and packages the generated harness, README, captured test transcripts, checksums, and a release receipt without copying the upstream source.

Status
shipped
Release
bounded milestone v0.1.1
shipped · bounded milestone v0.1.1
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Evaluation and verification.

Boundary: Keep BRender restoration evidence, Retro Engine play output, and Engine Revival preservation status distinct.

Proof Surface

authorization and proof-packet library

Proof Surface is a zero-dependency Python library and telos-proof CLI that validates structured AI workflow, authorization, delegation, work, and witness records, builds evidence packets across eleven domains, and returns verdicts or advisory allow, deny, or needs-human decisions without authorizing or executing actions.

Status
active
Release
active source 0.2.0; no release
active · active source 0.2.0; no release
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Evaluation and verification.

Boundary: Use only with explicit human authority; a recommendation does not itself grant permission.

Isomorph

AI inference-boundary red-team harness

Isomorph evaluates classifier and refusal behavior at authorized AI inference boundaries through controlled reformulation trials, provider-specific result records, and control-stability analysis.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability descriptionEvidence: Isomorph public capability description verified ·
Other areas this product serves

Also appears in Security and privacy.

Boundary: Jailbreak-class mechanisms may be used only within an authorized, approved evaluation scope. Test material and findings move through the provider's or recipient's controlled disclosure channel.

Bounds

agent, runtime, and release trust verifier

Bounds checks agent actions, runtime observations, and release candidates for intent drift, unsupported claims, secret exposure, and failed fixtures, then writes receipts and proof chains or blocks the release path.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability descriptionEvidence: Bounds public capability description verified ·
Other areas this product serves

Also appears in Security and privacy, Agent systems.

Boundary: Inspect only authorized actions, runtimes, repositories, and evidence. Protected observations and proof material remain in the approved review channel.

Gate

Sofer release-check subsystem

Gate is Sofer's private release-check subsystem. Its Python command-line tools validate readiness, operations, engagement, deliverable, and release manifests; required source, documentation, and test paths; configured controls; and verification-command results. Gate returns pass or fail findings, writes hashed JSON receipts, and blocks advancement when required evidence or controls are missing.

Status
controlled-private
Release
controlled Sofer subsystem; public capability description
controlled-private · controlled Sofer subsystem; public capability description
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Evaluation and verification.

Boundary: Release decisions apply only to the reviewed components, evidence, scope, and recipient. Protected release evidence remains in the approved handoff channel.

Accountable Surface

controlled agent-action workbench

Accountable Surface lets an AI agent take only the file, command, web, or browser action a person has approved. It checks the request and authorization, blocks or pauses when needed, verifies the outcome, rolls back reversible failures, and records decisions and outcomes in a journal. Persisted journals are hash-chained so later edits, deletions, or reordering are detected.

Status
active
Release
GitHub release v0.1.0 verified; source setup requires sibling dependencies; no PyPI release claimed
active · GitHub release v0.1.0 verified; source setup requires sibling dependencies; no PyPI release claimed
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Evaluation and verification.

Boundary: Every effect requires authority external to the model and remains limited to the granted scope.

Model Provenance Validator

model provenance-envelope validator

Model Provenance Validator is a Python CLI that checks JSON records linking a model or release claim to its sources, retrieval dates, and publishable status. It redacts credential-like values from its output and can emit a Proof Surface packet, but it does not verify the underlying claim.

Status
shipped
Release
alpha v0.1.1
shipped · alpha v0.1.1Evidence: Model Provenance Validator v0.1.1 verified ·
Other areas this product serves

Also appears in Security and privacy.

Boundary: Validate only public or authorized envelopes and keep protected source evidence outside public output.

Repo Proof Index

evidence index and reviewer handoff

Repo Proof Index is a Python CLI that scans proof packets, receipts, and contracts and builds a reviewer-facing index of each artifact's type, status, evidence summary, and source path. It validates known packet formats but does not decide whether the evidence is sufficient.

Status
shipped
Release
alpha v0.1.1
shipped · alpha v0.1.1Evidence: Repo Proof Index v0.1.1 verified ·
Other areas this product serves

Also appears in Security and privacy, Developer infrastructure.

Boundary: Index only public or authorized evidence and keep private payloads outside public summaries.

Security and privacy 18 records

Authorized security engineering and privacy-preserving controls.

EMET

cross-implementation integrity witness

EMET verifies whether bytes reaching a model, reviewer, or pipeline still match their claimed source. It anchors and compares content, neutralizes embedded authority, audits drift, and mints portable closed-verdict receipts across four implementations.

Status
shipped
Release
stable v1.3.0 on GitHub and PyPI
shipped · stable v1.3.0 on GitHub and PyPI
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Security and privacy.

Boundary: Run on files and packets you are authorized to inspect.

Proof Surface

authorization and proof-packet library

Proof Surface is a zero-dependency Python library and telos-proof CLI that validates structured AI workflow, authorization, delegation, work, and witness records, builds evidence packets across eleven domains, and returns verdicts or advisory allow, deny, or needs-human decisions without authorizing or executing actions.

Status
active
Release
active source 0.2.0; no release
active · active source 0.2.0; no releaseEvidence: Proof Surface public source 0.2.0 verified ·
Other areas this product serves

Also appears in Evaluation and verification, Agent systems.

Boundary: Use only with explicit human authority; a recommendation does not itself grant permission.

Phantom

hardware-identity privacy system

Phantom helps you inspect and, when authorized, change the hardware identifiers a computer exposes. It works on owned or expressly authorized Windows and Linux systems, saves a backup before changes, and can restore the original values.

Status
shipped
Release
stable v1.1.0
shipped · stable v1.1.0Evidence: Phantom v1.1.0 verified ·
Limits and source context

Boundary: Use only on machines you own or are expressly authorized to test; do not use it for fraud, anti-cheat targeting, or unauthorized access.

behavior-transform.io

local I/O wrapper and hook layer

behavior-transform.io is a local Python wrapper and hook layer for file reads and writes, subprocesses, HTTP fetches, operator input, and MCP traffic. It accepts an I/O request plus an operations or research mode and local text rules, then passes through or transforms the content and returns the requested result with hashes, substitution counts, return codes, or local audit artifacts.

Status
active
Release
active public source; no tagged release
active · active public source; no tagged releaseEvidence: behavior-transform.io public source verified ·
Other areas this product serves

Also appears in Agent systems, Developer infrastructure.

Boundary: Use the boundary only within the operator's authority and governing provider, data-owner, and system policies.

Array

authorized offensive campaign orchestrator

Array orchestrates authorized offensive-security campaigns through digest-sealed waves, time-limited approval, contained tool supervision, cleanup, and a verifiable evidence ledger.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability descriptionEvidence: Array public capability description verified ·
Limits and source context

Boundary: Operational use requires written authorization, a defined scope, an approved environment, and a remediation owner. Sensitive methods and findings move only through approved private or embargoed channels.

Seed

native security-assessment engine

Seed is a C++23 engine for authorized security assessment and detection-engineering work, with synthetic demonstrations, scope manifests, interop adapters, and action receipts.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability descriptionEvidence: Seed public capability description verified ·
Limits and source context

Boundary: Use requires written authorization and an approved assessment or training environment. Operational artifacts remain in the approved private channel.

Sofer

private-line orchestration suite

Sofer is a private Python orchestration runtime and operational security suite for authorized engagements. It manages campaign state, correlation, reconnaissance, reporting, disclosure staging, and evidence while its WARDEN CLI routes model and tool work through a bounded agent loop.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability description
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Security and privacy.

Boundary: Every workflow requires operator authority, approved tools and data, and an accountable recipient. Sensitive operational material stays in the approved private channel.

Isomorph

AI inference-boundary red-team harness

Isomorph evaluates classifier and refusal behavior at authorized AI inference boundaries through controlled reformulation trials, provider-specific result records, and control-stability analysis.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability description
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Security and privacy.

Boundary: Jailbreak-class mechanisms may be used only within an authorized, approved evaluation scope. Test material and findings move through the provider's or recipient's controlled disclosure channel.

Bounds

agent, runtime, and release trust verifier

Bounds checks agent actions, runtime observations, and release candidates for intent drift, unsupported claims, secret exposure, and failed fixtures, then writes receipts and proof chains or blocks the release path.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability description
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Security and privacy.

Boundary: Inspect only authorized actions, runtimes, repositories, and evidence. Protected observations and proof material remain in the approved review channel.

ORCA

native assessment operator runtime

ORCA runs private-line assessments by managing engagement state, executing descriptor-backed modules, cataloging findings and artifacts, producing reports and portable bundles, and recording release provenance.

Status
controlled-private
Release
controlled private system; public capability description
controlled-private · controlled private system; public capability descriptionEvidence: ORCA public capability description verified ·
Limits and source context

Boundary: Operate only within a written, authorized engagement scope. Reports, findings, artifacts, and portable bundles go only to the approved recipient.

Gate

Sofer release-check subsystem

Gate is Sofer's private release-check subsystem. Its Python command-line tools validate readiness, operations, engagement, deliverable, and release manifests; required source, documentation, and test paths; configured controls; and verification-command results. Gate returns pass or fail findings, writes hashed JSON receipts, and blocks advancement when required evidence or controls are missing.

Status
controlled-private
Release
controlled Sofer subsystem; public capability description
controlled-private · controlled Sofer subsystem; public capability description
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Security and privacy.

Boundary: Release decisions apply only to the reviewed components, evidence, scope, and recipient. Protected release evidence remains in the approved handoff channel.

Accountable Surface

controlled agent-action workbench

Accountable Surface lets an AI agent take only the file, command, web, or browser action a person has approved. It checks the request and authorization, blocks or pauses when needed, verifies the outcome, rolls back reversible failures, and records decisions and outcomes in a journal. Persisted journals are hash-chained so later edits, deletions, or reordering are detected.

Status
active
Release
GitHub release v0.1.0 verified; source setup requires sibling dependencies; no PyPI release claimed
active · GitHub release v0.1.0 verified; source setup requires sibling dependencies; no PyPI release claimedEvidence: Accountable Surface v0.1.0 verified ·
Other areas this product serves

Also appears in Evaluation and verification, Agent systems.

Boundary: Every effect requires authority external to the model and remains limited to the granted scope.

Public Surface Sweeper

public release-surface auditor

Public Surface Sweeper is a Python CLI that checks a repository or local portfolio before publication for missing public files, unclear README handoff material, credential-like strings, release metadata, proof-packet readiness, and workspace delivery drift. It is a release-hygiene check, not a full security scanner or certification.

Status
shipped
Release
v0.1.3 on GitHub and PyPI
shipped · v0.1.3 on GitHub and PyPIEvidence: Public Surface Sweeper v0.1.3 verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Scan only repositories and artifacts you are authorized to inspect.

Model Provenance Validator

model provenance-envelope validator

Model Provenance Validator is a Python CLI that checks JSON records linking a model or release claim to its sources, retrieval dates, and publishable status. It redacts credential-like values from its output and can emit a Proof Surface packet, but it does not verify the underlying claim.

Status
shipped
Release
alpha v0.1.1
shipped · alpha v0.1.1
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Security and privacy.

Boundary: Validate only public or authorized envelopes and keep protected source evidence outside public output.

Secret Redact IO

secret-aware I/O helper library

Secret Redact IO is a Python helper library that redacts file, fetch, write, and subprocess output while emitting hash-only receipts.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0Evidence: Secret Redact IO v0.1.0 verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Do not pass secrets to destinations that are not authorized to receive them, even when redaction is enabled.

Agent Hook Pack

repository hook toolkit

Agent Hook Pack installs public-safe hooks for secret checks, branch guards, environment synchronization, and repository hygiene.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Security and privacy.

Boundary: Hooks support, but do not replace, repository-specific policy and human review.

Repo Proof Index

evidence index and reviewer handoff

Repo Proof Index is a Python CLI that scans proof packets, receipts, and contracts and builds a reviewer-facing index of each artifact's type, status, evidence summary, and source path. It validates known packet formats but does not decide whether the evidence is sufficient.

Status
shipped
Release
alpha v0.1.1
shipped · alpha v0.1.1
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Security and privacy.

Boundary: Index only public or authorized evidence and keep private payloads outside public summaries.

Kun

local access-recovery vault

Kun maintains local access-recovery memory for owned systems through path-only receipts, redacted diagnostics, rotation notes, and operator runbooks without storing raw credentials.

Status
controlled-private
Release
controlled private system; public capability page
controlled-private · controlled private system; public capability pageEvidence: Kun public boundary page verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Kun records where recovery authority lives and how to audit the process. It does not publish or retain raw keys, tokens, passwords, seed phrases, private browser state, or protected content.

Developer infrastructure 25 records

Tools that make building, integrating, and releasing systems more reliable.

Flywheel

verified-inference platform and desktop client

Flywheel is a self-hostable, model-agnostic AI workstation and coding harness: run any frontier or local model behind one interface, with the Rowan desktop assistant, a permission-gated coding agent, and fifteen built-in lanes (ten bundle natively) for research, memory, and writing. Its check-output command grades an answer against the source that decides it, ships finance, medicine, and law packs, and can emit a Lean 4 proof; accepted results carry sealed, re-derivable receipts an independent witness re-runs offline. Data stays local; the code is source-available under FSL-1.1-MIT.

Status
shipped
Release
stable Python engine v1.0.1; unsigned Windows desktop v1.0.1; ten Python lanes bundle from vendored source; no measured accuracy uplift over single-shot; clean-machine, mobile, and node-lane bundling not claimed
shipped · stable Python engine v1.0.1; unsigned Windows desktop v1.0.1; ten Python lanes bundle from vendored source; no measured accuracy uplift over single-shot; clean-machine, mobile, and node-lane bundling not claimed
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Developer infrastructure.

Boundary: Use model routes, tools, data, and environments only with the authority required by their owners and providers.

Telos

local MCP workbench

Telos is a zero-dependency local workbench for creating, simulating, and replaying AI work. Its CLI and MCP servers expose workstation checks, creative simulations, research proofs, model and learning experiments, and browser or Windows automation, with a re-checkable receipt for each run.

Status
active
Release
active source 0.2.0; latest tag v0.1.0
active · active source 0.2.0; latest tag v0.1.0Evidence: Telos public source verified ·
Other areas this product serves

Also appears in Agent systems, Graphics and media.

Boundary: Workstation actions and external effects remain subject to explicit operator authority and tool-specific gates.

Index

workspace map and context system

Index maps repositories and multi-repo workspaces so teams and agents can see how the code fits together. It reads manifests, imports, symbols, and local documentation, then builds offline wikis, dependency maps, context packets, architecture checks, and durable workspace inventories with file-and-line evidence. Version 2.12.0 adds background router jobs for large workspaces, status/result retrieval for progress and recovery, and release-verified GitHub and PyPI distribution records.

Status
shipped
Release
GitHub and PyPI release 2.12.0 verified; PyPI wheel container hash differs while payload bytes match
shipped · GitHub and PyPI release 2.12.0 verified; PyPI wheel container hash differs while payload bytes matchEvidence: Index 2.12.0 GitHub release verified ·
Other areas this product serves

Also appears in Evaluation and verification.

Boundary: Inspect only repositories and workspaces you are authorized to read.

Gather

research intake and corpus system

Gather collects research material from sources that basic scrapers often miss. It handles JavaScript-rendered pages, authenticated APIs, scholarly records, PDFs, OCR, audio, video, feeds, and local documents, then saves each item in a content-addressed corpus with provenance you can recheck.

Status
shipped
Release
stable v1.8.1; GitHub and PyPI download-back verified
shipped · stable v1.8.1; GitHub and PyPI download-back verified
Why this record appears here

Primary area: Research and education. Also appears here because it serves Developer infrastructure.

Boundary: Respect access controls, copyright, privacy, and the terms governing each source.

Forum

multi-agent orchestration engine

Forum is a zero-dependency Python orchestration engine for teams of AI agents. It turns a request into dependent tasks, runs independent tasks in parallel through local commands or model APIs, pauses for human approval, resumes interrupted runs, and records a replayable ledger. The standalone route-preflight skill helps a host inspect routing, context pressure, and runtime readiness before model work starts.

Status
shipped
Release
stable engine v1.13.0; standalone route-preflight skill v0.1.0
shipped · stable engine v1.13.0; standalone route-preflight skill v0.1.0
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Developer infrastructure.

Boundary: Agent permissions must remain no broader than the operator's authority and the active task scope.

EMET

cross-implementation integrity witness

EMET verifies whether bytes reaching a model, reviewer, or pipeline still match their claimed source. It anchors and compares content, neutralizes embedded authority, audits drift, and mints portable closed-verdict receipts across four implementations.

Status
shipped
Release
stable v1.3.0 on GitHub and PyPI
shipped · stable v1.3.0 on GitHub and PyPI
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Developer infrastructure.

Boundary: Run on files and packets you are authorized to inspect.

BuildLang

systems language and compiler toolchain

BuildLang is a systems programming language and compiler that makes programs declare what they are allowed to touch. It checks those permissions and memory rules before producing native code through C. Experimental shader output, two-way C integration, a CLI, editor support, and re-checkable build receipts are included.

Status
shipped
Release
stable v1.2.0; non-C backends experimental
shipped · stable v1.2.0; non-C backends experimentalEvidence: BuildLang v1.2.0 verified ·
Other areas this product serves

Also appears in Graphics and media.

Boundary: Generated programs inherit the authority and safety obligations of the capabilities they exercise.

Relay

permission-gated coding agent and execution lane

Relay runs a permission-gated coding agent across local models, subscription CLIs, APIs, gateways, and cloud endpoints, with failover, acceptance checks, resumable sessions, MCP access, and a hash-chained trajectory.

Status
active
Release
GitHub release v0.2.0 verified; no PyPI release claimed
active · GitHub release v0.2.0 verified; no PyPI release claimed
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Developer infrastructure.

Boundary: Tool use remains permission-checked and limited to authorized repositories, systems, and endpoints.

Plexus

capability mesh and toolchain wiring infrastructure

Plexus is a local CLI and MCP discovery layer for agent toolchains. It reads each tool's declared inputs and outputs, finds compatible connections, and produces dependency graphs or runnable pipeline scripts; it probes registered Flywheel lanes only when explicitly requested.

Status
active
Release
active source 0.2.0; no GitHub release
active · active source 0.2.0; no GitHub releaseEvidence: Plexus public source verified ·
Other areas this product serves

Also appears in Agent systems.

Boundary: A wiring plan does not grant authority to execute any connected capability.

Canon

continuity capsule and instruction-surface CLI

Canon turns explicit local memory records and typed atoms into provider-neutral continuity capsules for Codex, Claude Code, and other agent hosts. It previews target readiness, exports Canon Markdown or capsule JSON, and rewrites only declared local instruction-file regions when a caller chooses an owned surface.

Status
active
Release
GitHub release v0.1.0 verified; no PyPI release claimed
active · GitHub release v0.1.0 verified; no PyPI release claimed
Why this record appears here

Primary area: Agent systems. Also appears here because it serves Developer infrastructure.

Boundary: Use only records, atoms, and local surfaces you are authorized to read or update; do not export private provider state, credentials, or unpublished memory banks into public artifacts.

Studio Engine

procedural audiovisual engine

Studio Engine is a local Python simulation and rendering engine that generates shader visuals, audio, and motion from one reusable scene description. It exposes a CLI and local HTTP API, can render deterministic PNG frames, and records hashes and a receipt for each generated scene.

Status
active
Release
active pre-1.0 source 0.2.0; no release
active · active pre-1.0 source 0.2.0; no release
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Developer infrastructure.

Boundary: Generated media must respect the rights, licenses, and consent attached to its inputs and intended use.

Retro Engine

embedded browser visual and audiovisual studio

Retro Engine is an embedded browser studio for images, drawing, GLSL, and audio traces. It applies pixelation, hardware palettes, ordered dithering, early-3D shading, CRT processing, and stackable effects, then exports images, patches, MIDI, relief or disc data, and Loom handoffs.

Status
active
Release
active public application; no package release
active · active public application; no package release
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Developer infrastructure.

Boundary: Use only owned or licensed input media and do not present generated retro visuals as archival proof for another repository.

Engine Revival

archival/revival evidence platform

Engine Revival is a Python tool for building, validating, auditing, indexing, and rendering public-safe metadata about historical engine revivals. It can also generate an out-of-tree BRender CMake harness from a public checkout.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Developer infrastructure.

Boundary: Publish only repository metadata and restoration facts that have current first-party receipts, and keep imported AGPL-covered BRender media and receipts distinct from MIT repository code.

BRender Archival

BRender restoration and build-test harness

BRender Archival rebuilds Argonaut BRender from its public MIT source, runs the restored code through a 21-stage native test ladder, captures reproducible renders, and packages the generated harness, README, captured test transcripts, checksums, and a release receipt without copying the upstream source.

Status
shipped
Release
bounded milestone v0.1.1
shipped · bounded milestone v0.1.1
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Developer infrastructure.

Boundary: Keep BRender restoration evidence, Retro Engine play output, and Engine Revival preservation status distinct.

ENB Runtime Core

embedded runtime library

ENB Runtime Core is a C++23 embedded runtime library that identifies an already-loaded ENBSeries host, validates its SDK surface, queues callbacks outside callback context, coordinates save quiescence and reapplication, and gates a fail-closed Skyrim engine bridge.

Status
active
Release
active source 0.1.0; no GitHub release
active · active source 0.1.0; no GitHub release
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Developer infrastructure.

Boundary: Use only with a permitted host runtime and the rights required by its owners.

SkyrimBridge

SKSE state, record, asset, ABI, and optional renderer system

SkyrimBridge is an SKSE plugin that exposes Skyrim live engine state, record editing surfaces, asset conversion, a versioned ABI, diagnostics, and shared-memory command channels to shaders and external tools, with an optional D3D11 rendering tier.

Status
active
Release
prerelease v3.0.0-rc.1
active · prerelease v3.0.0-rc.1
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Developer infrastructure.

Boundary: Use only with the game, runtime, and asset rights required by their owners.

behavior-transform.io

local I/O wrapper and hook layer

behavior-transform.io is a local Python wrapper and hook layer for file reads and writes, subprocesses, HTTP fetches, operator input, and MCP traffic. It accepts an I/O request plus an operations or research mode and local text rules, then passes through or transforms the content and returns the requested result with hashes, substitution counts, return codes, or local audit artifacts.

Status
active
Release
active public source; no tagged release
active · active public source; no tagged release
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Developer infrastructure.

Boundary: Use the boundary only within the operator's authority and governing provider, data-owner, and system policies.

Gate

Sofer release-check subsystem

Gate is Sofer's private release-check subsystem. Its Python command-line tools validate readiness, operations, engagement, deliverable, and release manifests; required source, documentation, and test paths; configured controls; and verification-command results. Gate returns pass or fail findings, writes hashed JSON receipts, and blocks advancement when required evidence or controls are missing.

Status
controlled-private
Release
controlled Sofer subsystem; public capability description
controlled-private · controlled Sofer subsystem; public capability descriptionEvidence: Gate public capability description verified ·
Other areas this product serves

Also appears in Security and privacy, Evaluation and verification.

Boundary: Release decisions apply only to the reviewed components, evidence, scope, and recipient. Protected release evidence remains in the approved handoff channel.

Public Surface Sweeper

public release-surface auditor

Public Surface Sweeper is a Python CLI that checks a repository or local portfolio before publication for missing public files, unclear README handoff material, credential-like strings, release metadata, proof-packet readiness, and workspace delivery drift. It is a release-hygiene check, not a full security scanner or certification.

Status
shipped
Release
v0.1.3 on GitHub and PyPI
shipped · v0.1.3 on GitHub and PyPI
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Developer infrastructure.

Boundary: Scan only repositories and artifacts you are authorized to inspect.

Secret Redact IO

secret-aware I/O helper library

Secret Redact IO is a Python helper library that redacts file, fetch, write, and subprocess output while emitting hash-only receipts.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Developer infrastructure.

Boundary: Do not pass secrets to destinations that are not authorized to receive them, even when redaction is enabled.

Agent Hook Pack

repository hook toolkit

Agent Hook Pack installs public-safe hooks for secret checks, branch guards, environment synchronization, and repository hygiene.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0Evidence: Agent Hook Pack v0.1.0 verified ·
Other areas this product serves

Also appears in Security and privacy.

Boundary: Hooks support, but do not replace, repository-specific policy and human review.

Repo Proof Index

evidence index and reviewer handoff

Repo Proof Index is a Python CLI that scans proof packets, receipts, and contracts and builds a reviewer-facing index of each artifact's type, status, evidence summary, and source path. It validates known packet formats but does not decide whether the evidence is sufficient.

Status
shipped
Release
alpha v0.1.1
shipped · alpha v0.1.1
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Developer infrastructure.

Boundary: Index only public or authorized evidence and keep private payloads outside public summaries.

Chorus

discourse synthesis system

Chorus turns a captured comment or thread corpus into weighted, clustered, re-checkable discourse digests. Version 0.3.0 adds a source-change review gate for deciding whether current gathered sources still match a reference set.

Status
active
Release
GitHub release v0.3.0 verified; no PyPI release claimed
active · GitHub release v0.3.0 verified; no PyPI release claimed
Why this record appears here

Primary area: Research and education. Also appears here because it serves Developer infrastructure.

Boundary: Use only source material and systems you are authorized to access; preserve privacy, licensing, and source provenance.

RAW

Skyrim D3D11 rendering platform

RAW is a D3D11 rendering platform for Skyrim SE that combines proxy-level pipeline ownership with SKSE-driven mid-frame effect dispatch, hot-reloadable HLSL, frame capture, GPU diagnostics, and a focused set of screen-space lighting and post-processing effects.

Status
active
Release
active source 1.0.0; no public release
active · active source 1.0.0; no public release
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Developer infrastructure.

Boundary: RAW requires an owned Skyrim installation and its declared runtime and build dependencies. It does not bundle Bethesda assets.

Kun

local access-recovery vault

Kun maintains local access-recovery memory for owned systems through path-only receipts, redacted diagnostics, rotation notes, and operator runbooks without storing raw credentials.

Status
controlled-private
Release
controlled private system; public capability page
controlled-private · controlled private system; public capability page
Why this record appears here

Primary area: Security and privacy. Also appears here because it serves Developer infrastructure.

Boundary: Kun records where recovery authority lives and how to audit the process. It does not publish or retain raw keys, tokens, passwords, seed phrases, private browser state, or protected content.

Graphics and media 12 records

Rendering, color, audio, image, and generative production systems.

Telos

local MCP workbench

Telos is a zero-dependency local workbench for creating, simulating, and replaying AI work. Its CLI and MCP servers expose workstation checks, creative simulations, research proofs, model and learning experiments, and browser or Windows automation, with a re-checkable receipt for each run.

Status
active
Release
active source 0.2.0; latest tag v0.1.0
active · active source 0.2.0; latest tag v0.1.0
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Graphics and media.

Boundary: Workstation actions and external effects remain subject to explicit operator authority and tool-specific gates.

BuildLang

systems language and compiler toolchain

BuildLang is a systems programming language and compiler that makes programs declare what they are allowed to touch. It checks those permissions and memory rules before producing native code through C. Experimental shader output, two-way C integration, a CLI, editor support, and re-checkable build receipts are included.

Status
shipped
Release
stable v1.2.0; non-C backends experimental
shipped · stable v1.2.0; non-C backends experimental
Why this record appears here

Primary area: Developer infrastructure. Also appears here because it serves Graphics and media.

Boundary: Generated programs inherit the authority and safety obligations of the capabilities they exercise.

Studio Engine

procedural audiovisual engine

Studio Engine is a local Python simulation and rendering engine that generates shader visuals, audio, and motion from one reusable scene description. It exposes a CLI and local HTTP API, can render deterministic PNG frames, and records hashes and a receipt for each generated scene.

Status
active
Release
active pre-1.0 source 0.2.0; no release
active · active pre-1.0 source 0.2.0; no releaseEvidence: Studio Engine optional RAW CLI bridge verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Generated media must respect the rights, licenses, and consent attached to its inputs and intended use.

Build Color

color-science library and workbench

Build Color measures, converts, compares, and transforms digital color across perceptual spaces, HDR tone maps, appearance models, chromatic adaptation, spectral utilities, gamut mapping, ICC profiles, and LUTs, with an optional GUI.

Status
active
Release
beta source 1.0.2; latest tag v1.0.1
active · beta source 1.0.2; latest tag v1.0.1Evidence: Build Color v1.0.1 verified ·
Limits and source context

Boundary: Do not represent software output as physical-instrument evidence without an actual calibrated instrument.

Retro Engine

embedded browser visual and audiovisual studio

Retro Engine is an embedded browser studio for images, drawing, GLSL, and audio traces. It applies pixelation, hardware palettes, ordered dithering, early-3D shading, CRT processing, and stackable effects, then exports images, patches, MIDI, relief or disc data, and Loom handoffs.

Status
active
Release
active public application; no package release
active · active public application; no package releaseEvidence: Retro Engine owned site source verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Use only owned or licensed input media and do not present generated retro visuals as archival proof for another repository.

Engine Revival

archival/revival evidence platform

Engine Revival is a Python tool for building, validating, auditing, indexing, and rendering public-safe metadata about historical engine revivals. It can also generate an out-of-tree BRender CMake harness from a public checkout.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0Evidence: Engine Revival v0.1.0 verified ·
Other areas this product serves

Also appears in Evaluation and verification, Research and education, Developer infrastructure.

Boundary: Publish only repository metadata and restoration facts that have current first-party receipts, and keep imported AGPL-covered BRender media and receipts distinct from MIT repository code.

BRender Archival

BRender restoration and build-test harness

BRender Archival rebuilds Argonaut BRender from its public MIT source, runs the restored code through a 21-stage native test ladder, captures reproducible renders, and packages the generated harness, README, captured test transcripts, checksums, and a release receipt without copying the upstream source.

Status
shipped
Release
bounded milestone v0.1.1
shipped · bounded milestone v0.1.1Evidence: BRender Archival v0.1.1 verified ·
Other areas this product serves

Also appears in Evaluation and verification, Research and education, Developer infrastructure.

Boundary: Keep BRender restoration evidence, Retro Engine play output, and Engine Revival preservation status distinct.

Elder ENB

ENB shader suite

Elder ENB is an independently authored nine-stage ENBSeries 0.504 shader suite for Skyrim SE/AE, with five quality tiers, bounded cinematic effects, identity fallbacks, deterministic packaging, and an optional native frame-pulse runtime.

Status
active
Release
prerelease v1.0.0-rc.5
active · prerelease v1.0.0-rc.5Evidence: Elder ENB runtime-core build linkage verified ·
Limits and source context

Boundary: Use only with the game, runtime, and asset rights required by their owners.

Truth ENB

ENB shader suite

Truth ENB is a from-scratch ENBSeries 0.504 shader suite for Skyrim SE/AE, with a computed physical atmosphere and sky, raymarched clouds, an aurora curtain, exposure and tone mapping, five quality tiers, and an optional native camera bridge.

Status
active
Release
release-candidate source 1.0.0; tag v1.0.0-rc.1
active · release-candidate source 1.0.0; tag v1.0.0-rc.1Evidence: Truth ENB 1.0.0 source verified ·
Limits and source context

Boundary: Truth does not bundle ENBSeries, Community Shaders, Effects 11, Address Library, SkyrimBridge, or Bethesda shader source. Install one supported shader host and the required game and runtime dependencies separately.

ENB Runtime Core

embedded runtime library

ENB Runtime Core is a C++23 embedded runtime library that identifies an already-loaded ENBSeries host, validates its SDK surface, queues callbacks outside callback context, coordinates save quiescence and reapplication, and gates a fail-closed Skyrim engine bridge.

Status
active
Release
active source 0.1.0; no GitHub release
active · active source 0.1.0; no GitHub releaseEvidence: ENB Runtime Core public source 0.1.0 verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Use only with a permitted host runtime and the rights required by its owners.

SkyrimBridge

SKSE state, record, asset, ABI, and optional renderer system

SkyrimBridge is an SKSE plugin that exposes Skyrim live engine state, record editing surfaces, asset conversion, a versioned ABI, diagnostics, and shared-memory command channels to shaders and external tools, with an optional D3D11 rendering tier.

Status
active
Release
prerelease v3.0.0-rc.1
active · prerelease v3.0.0-rc.1Evidence: SkyrimBridge public source 3.0.0 verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Use only with the game, runtime, and asset rights required by their owners.

RAW

Skyrim D3D11 rendering platform

RAW is a D3D11 rendering platform for Skyrim SE that combines proxy-level pipeline ownership with SKSE-driven mid-frame effect dispatch, hot-reloadable HLSL, frame capture, GPU diagnostics, and a focused set of screen-space lighting and post-processing effects.

Status
active
Release
active source 1.0.0; no public release
active · active source 1.0.0; no public releaseEvidence: RAW source 1.0.0 verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: RAW requires an owned Skyrim installation and its declared runtime and build dependencies. It does not bundle Bethesda assets.

Research and education 6 records

Research intake, learning systems, publications, and teaching surfaces.

Gather

research intake and corpus system

Gather collects research material from sources that basic scrapers often miss. It handles JavaScript-rendered pages, authenticated APIs, scholarly records, PDFs, OCR, audio, video, feeds, and local documents, then saves each item in a content-addressed corpus with provenance you can recheck.

Status
shipped
Release
stable v1.8.1; GitHub and PyPI download-back verified
shipped · stable v1.8.1; GitHub and PyPI download-back verifiedEvidence: Gather v1.8.1 GitHub release verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Respect access controls, copyright, privacy, and the terms governing each source.

Crucible

falsifiable claim evaluation system

Crucible is a Python claim-testing engine. It breaks a thesis into claims with stated failure conditions, measures them against supplied evidence or checks, and returns MATCH, DRIFT, or UNVERIFIABLE with a record that can be recomputed.

Status
shipped
Release
stable v1.2.0
shipped · stable v1.2.0
Why this record appears here

Primary area: Evaluation and verification. Also appears here because it serves Research and education.

Boundary: Do not present a verdict as stronger than the evidence and criterion that produced it.

Learn

learning and coursework system

Learn plans and re-checks learner-authored study sessions from declared objectives and recorded attempts, using spaced review, retrieval prompts, prerequisite gating, misconception tracking, prediction, and self-explanation. It separately runs course logistics while halting at graded work.

Status
shipped
Release
published npm 1.6.0; no GitHub release
shipped · published npm 1.6.0; no GitHub releaseEvidence: Learn public source verified ·
Other areas this product serves

Also appears in Agent systems.

Boundary: The learner remains responsible for graded answers, consent, identity, and institutional rules.

Engine Revival

archival/revival evidence platform

Engine Revival is a Python tool for building, validating, auditing, indexing, and rendering public-safe metadata about historical engine revivals. It can also generate an out-of-tree BRender CMake harness from a public checkout.

Status
shipped
Release
stable v0.1.0
shipped · stable v0.1.0
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Research and education.

Boundary: Publish only repository metadata and restoration facts that have current first-party receipts, and keep imported AGPL-covered BRender media and receipts distinct from MIT repository code.

BRender Archival

BRender restoration and build-test harness

BRender Archival rebuilds Argonaut BRender from its public MIT source, runs the restored code through a 21-stage native test ladder, captures reproducible renders, and packages the generated harness, README, captured test transcripts, checksums, and a release receipt without copying the upstream source.

Status
shipped
Release
bounded milestone v0.1.1
shipped · bounded milestone v0.1.1
Why this record appears here

Primary area: Graphics and media. Also appears here because it serves Research and education.

Boundary: Keep BRender restoration evidence, Retro Engine play output, and Engine Revival preservation status distinct.

Chorus

discourse synthesis system

Chorus turns a captured comment or thread corpus into weighted, clustered, re-checkable discourse digests. Version 0.3.0 adds a source-change review gate for deciding whether current gathered sources still match a reference set.

Status
active
Release
GitHub release v0.3.0 verified; no PyPI release claimed
active · GitHub release v0.3.0 verified; no PyPI release claimedEvidence: Chorus v0.3.0 verified ·
Other areas this product serves

Also appears in Developer infrastructure.

Boundary: Use only source material and systems you are authorized to access; preserve privacy, licensing, and source provenance.