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cstolting-collab/README.md

Estra Logics — continuity, state, and evidence

S.J. · Estra Logics

I investigate software problems and build tools that keep accepted work, proposed changes, and test evidence traceable.

A failed edit should leave the last accepted document available. A software correction should come with a test and a record another person can inspect. Those are practical problems behind my work in Estra Logics.

See a demo preview · Inspect the portfolio · Contact me

Accepted contribution

Microsoft Semantic Kernel #14454 — merged October 27, 2026.

  • Problem: constrained Pydantic fields could put constraint metadata where a text description belonged, preventing JSON serialization.
  • Change: preserve field descriptions and compatible metadata fallbacks, with regression tests for both.
  • Result: the correction was merged upstream. The pull request preserves the source, review, and contribution history.

Explore the work

Start with What you can inspect Stage
CML Local Alpha Validate a document, reject a broken edit, and retain its last accepted state. Download alpha.2. Alpha; static document checks
Estra Logics project guide Glasshouse preview, CML Trust, Pattern Atlas, and a route into each project. Project directory
Engineering Work Record Dated investigations, validation results, corrections, and handoffs. Evidence archive

About the work

I'm S.J., the independent creator behind Estra Logics, the platform. CML — Continuity Markup Language — is its underlying language and engine. It describes accepted state and proposed changes alongside the host software that performs the work.

Fermata is the working method: observe, check the evidence, pause when a condition is unresolved, and continue when the conditions are met.

My interests include mathematical patterns, harmonics, music and visual continuity, and historical NASA programs. Research observations stay separate from interpretations and verified software results.

I guide the questions and direction, with AI as a technical partner. My work spans software investigation, validation tooling, engineering production, and technical documentation. Discuss a project.

Human-led · AI-assisted · Evidence-bound

Pinned Loading

  1. ESTRA-LOGICS-V1 ESTRA-LOGICS-V1 Public

    Estra Logics — CML continuity tools, human–AI collaboration, creative research, and a verifiable engineering work record.

  2. CML-GitHub-Work-Record CML-GitHub-Work-Record Public

    Public, evidence-bound record of human-led, AI-assisted GitHub repair work.

    1

  3. CML-Local-Alpha CML-Local-Alpha Public

    Local-only CML static continuity validator

    JavaScript

  4. CML-Trust CML-Trust Public

    Research prototype for traceable continuity observations, evidence hashes, and preserved revocation history.

    Python

  5. pattern-atlas pattern-atlas Public

    A local-first, evidence-bound timeline and relationship mapping tool.

    HTML

  6. transparent-glasshouse-webmcp transparent-glasshouse-webmcp Public

    A shared spatial workspace for people and AI agents, with visible state, an activity stream, and six WebMCP tools. Public demonstration.

    TypeScript