The Organizational Toolkit
The org-side stack: a decision workbench that routes questions to the open corpus, a measurement instrument for organizational self-description, and the specification tools that make a business testable. The brand-side counterpart is the SBT measurement stack.
Decide: OrgSchema Consult
OrgSchema Consult routes a business decision to the open corpus — the concepts, the two-to-three papers, and the runnable instrument that bear on it. Measurement questions hand off to an instrument: the answer is a measurement, not a reading.
OrgSchema Consult
Bring a decision — positioning, coherence, portfolio, specification depth — and get routed to what the corpus actually says about it, with the instrument to measure what reading alone cannot answer.
Open OrgSchema ConsultMeasure: PRISM-O
The organizational member of the PRISM instrument family. PRISM-O measures organizational self-description against the OST optimization hierarchy — how deep an organization's stated optimization actually reaches, and the gap between stated and actual optimization.
PRISM-O
Measuring Optimization Depth: A Pre-Registered Instrument for the Stated-Actual Optimization Gap in Organizational Self-Description (PRISM-O)
Built on the family's five-layer scaffold: pre-registered protocol, versioned prompts, every call logged, analysis scripts operating on the logged sessions. The published brand-side family (PRISM-B, PRISM-M, PRISM-T, PRISM-C) is presented on the SBT toolkit.
Specify: The Orgschema Tools
The specification layer: a validator that runs the six-level pipeline against any orgschema specification, a prompt pipeline that produces a specification from a plain-language business description, and a complete reference implementation to fork.
orgschema-framework
Python package with JSON Schema definitions for products, processes,
organization, and compliance specifications. The
orgschema-validate CLI runs six validation levels:
schema, cross-reference integrity, contract satisfaction, signal
coverage, experience traceability, and waste detection.
pip install orgschema-framework
orgschema-validate spectra-coffee/orgschema-toolkit
An 8-module AI prompt pipeline: from customer experience goals (L0) through sourcing requirements (L5), with signal mapping and gap analysis. Copy prompts into any capable LLM; includes 5 industry starter packs. No framework knowledge required to start.
orgschema-demo — Spectra Coffee
A synthesized specialty coffee shop in Berlin, specified end to end: 25 YAML files covering 6 products, 4 processes, 2 compliance frameworks, signal maps, and the perception layer. Every parameter traces from sourcing (L5) to customer experience (L0). Fork it, copy the test suite — experience contracts and process contracts — then rewrite the implementation for your context while keeping the same acceptance criteria.
git clone https://github.com/spectralbranding/orgschema-demo
cd orgschema-demo
pip install orgschema-framework
orgschema-validate spectra-coffee/
Start reading at perception/experience-contracts.yaml (L0)
and trace downward through signal requirements (L1), process
contracts (L2), procedures (L3), product specs (L4), to sourcing (L5).
Related
The brand-side measurement stack — the PRISM instrument family and the Brand Spectrometer — is on the SBT toolkit. The methodology behind these tools is on the theory page; the papers are on the research page.