INDEPENDENT POLICY & RESEARCHConceptual framework Edition 0.16.4
Role pathway · Equal public access

Local governments

Use transparent evidence, explicit constraints and reproducible calculations to examine civilian policy. This pathway changes the questions and tool selection; it does not change the mathematics or grant decision authority.

Six relevant policy questions

Prepare a reviewable policy brief

State the question, affected civilian service, geography and period. Separate dated observations from assumptions. Identify the current baseline and a structured non-AI alternative. Record resources, lawful authority, burdens, fallback and the evidence that would change the decision.

Report unknown costs as unknown. Preserve conflicting claims with their original sources. Obtain the relevant human review before using a calculation to support a public decision. Campaign and candidate research is limited to public policy analysis, not voter profiling or personalized persuasion.

Prepare an executive briefExamine the original MAR assumptions

Relevant calculation engines

CORE-002 · Operational arithmetic / checklist

Serial service bottleneck

What is the theoretical service ceiling of this serial chain for one common period?

Unit: matching service units per declared period. Validation: computational unit tests; no empirical calibration.

Open calculator & method
CORE-009 · Operational arithmetic / checklist

Aggregate service coverage differences

What observed coverage differences exist among supplied aggregate groups, and can these groups safely be totaled?

Unit: aggregate eligible service units. Validation: computational unit tests; no empirical calibration.

Open calculator & method
CORE-015 · Operational arithmetic / checklist

Implementation Dependency Schedule

What prerequisite order and earliest finish follow from the supplied schedule, and which declared requirements are unresolved?

Unit: days. Validation: computational unit tests; no empirical calibration.

Open calculator & method
CORE-018 · Operational arithmetic / checklist

Civilian Mutual-Aid Resource Ledger

What reciprocal balance, local reserve gap, and unmet need follow from recorded receipts and consent-gated pending allocations?

Unit: staff-hours. Validation: computational unit tests; no empirical calibration.

Open calculator & method

Sources and review practice

Does this pathway recommend a political party or candidate?

No. The same inputs and methods produce the same results for every user. No endorsement, voter profile or election prediction is generated.

What if the evidence is incomplete?

Keep missing values unknown, disclose the gap and use the result only within its stated scope. A planned module is not an operational prediction.