25 projects
articulate-writing
Local, re-derivable writing-quality and AI-tell detection and editing: register profiles, writing modes, a genre axis, and content-free audit receipts.
accountable-surface
Gate AI-agent actions with explicit grants, durable journals, MCP server support, and verification.
chorus-discourse
A discourse-synthesis satellite for gather: weighted, clustered, re-checkable readings of comment corpora.
flywheel-canon
A provider-neutral memory-bank, personality container, and continuity capsule CLI.
plexus-mesh
Declarative capability discovery + auto-wiring for agent toolchains: point it at tool manifests and it wires producer to consumer into an executable pipeline, every discovery edge tagged declared and citing the module its producer names. Discovery does not import or run cited tools; optional explicit probe helpers can launch owned MCP servers. Zero runtime dependencies.
flywheel-relay
A zero-dependency, accountable coding agent that runs on any model endpoint: local (served 14B/32B or Ollama) or online (codex/claude/gemini/deepseek via your own keys, subscription CLI, or gateway), with automatic failover, a gated tool loop, and a hash-chained re-verifiable session ledger.
flywheel-mneme
Accountable agent memory with layered retrieval, source provenance, re-derivable recall receipts, and drift checks. Zero runtime dependencies.
coherence-membrane
Give AI agents inspectable observations of files, images, screens, and context with receipt-backed perception.
flywheel-verify
The one platform: routing, verification, the lane layer, memory/context/catalog, and the closed verified-inference loop.
repo-proof-index
Index proof packets and receipts into reviewer-ready summaries without making approval decisions.
emet
A small external witness for AI oversight: re-derive the bytes, get MATCH / DRIFT / UNVERIFIABLE, trust nothing in-band.
forum-engine
Model-agnostic agent orchestration with a replayable, verifiable causal ledger.
gather-engine
Accountable research intake for difficult sources, with provenance receipts and witnessed digests.
index-graph
Evidence-built repo and documentation atlas for multi-repo workspaces.
public-surface-sweeper
Audit public and developer delivery surfaces for GitHub-facing repositories before release.
calibrate-pro
Windows display calibration toolkit with evidence-labeled sensorless and measured workflows, DDC/CI, ICC/LUT output, and reports
build-ui
Binding-neutral Qt theme and widgets for the Build ecosystem
crucible-bench
Measurement-backed thesis evaluation with clean verifier packets and re-checkable verdicts.
build-engine
Self-improving adaptive prediction and paper-trading engine — bridges forecasting models to execution with an accuracy feedback loop
build-oracle
Python time-series forecasting workbench for ARIMA, VAR, Prophet-style decomposition, neural nets, changepoint detection, and streaming anomaly workflows
build-color
Python color-science workbench for HDR tone mapping, appearance models, Delta E, spectral, ICC, and LUT workflows
workspace-repo-map
Renamed to 'index-graph' — pip install index-graph (CLI: index).
proof-surface
The stdlib-only accountability contract: evidence packets, work-record receipts, and witness validators that reject authority-shaped content.
quanta-color
Python color-science workbench for HDR tone mapping, appearance models, Delta E, spectral, ICC, and LUT workflows
model-provenance-validator
Dependency-light provenance envelope validator for model and release claims
