agentic publishing · governed federation

Context Pack — Template

Context Pack, in this template, is limited to the following inspected scope. The compiler validates bounded document and request inputs, selects source passages under a deterministic budget, and emits input and output hashes. The evaluator requires exact evidence spans from declared input documents and reports whether each span was retained in the compiled pack. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.

Active canonical release · fedrelease_e8ea251518c84c0e6435c54351970c2f · exact revision sha256:4792c41cc7a7cb69321338d4f33dbfcde9d5e70ade244addb6c00cf89b3477f8

answer

Direct answer

Context Pack, in this template, is limited to the following inspected scope. The compiler validates bounded document and request inputs, selects source passages under a deterministic budget, and emits input and output hashes. The evaluator requires exact evidence spans from declared input documents and reports whether each span was retained in the compiled pack. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.

role-method

Template

Expose required fields, their authority, allowed values, and validation failures without pre-filling unknown evidence.

A complete-looking template must not manufacture review, rights, measurements, or release state.

Applied scope: The compiler validates bounded document and request inputs, selects source passages under a deterministic budget, and emits input and output hashes. The evaluator requires exact evidence spans from declared input documents and reports whether each span was retained in the compiled pack.

authority

Definition and operating context

The canonical concept owner is agentic-publishing. This route may apply release; it cannot redefine or inherit the authority of its canonical owner.

This property may publish publishing protocols, editorial templates, release guidance. It must not publish duplicate research records or unlabelled machine authorship.

evidence

Evidence and exact locators

Maha context-pack compiler — parseContextPackRequest; compileContextPack; includedPassages; inputHash and outputHash. Establishes: The compiler validates bounded document and request inputs, selects source passages under a deterministic budget, and emits input and output hashes.

Maha context-pack evidence evaluator — parseContextEvaluationRequest; evaluateContextPack; requiredEvidenceRetentionPercent. Establishes: The evaluator requires exact evidence spans from declared input documents and reports whether each span was retained in the compiled pack.

limitations

What the evidence does not establish

A compiled context pack does not establish source truth, relevance outside its declared request, legal compliance, downstream answer quality, or model behavior.

Retention means that an exact supplied span remains present; it does not validate factual accuracy, answer quality, rights, safety, or downstream use.

This route must not claim duplicate research records.

This route must not claim unlabelled machine authorship.

relationships

Related definitions and applications

same-topic-application: https://publish.mahastrategies.com/agentic-publishing/context-pack/example

property-home: https://publish.mahastrategies.com/

bounded answers

Questions this page can answer

What does Context Pack mean in this bounded context?

Context Pack, in this template, is limited to the following inspected scope. The compiler validates bounded document and request inputs, selects source passages under a deterministic budget, and emits input and output hashes. The evaluator requires exact evidence spans from declared input documents and reports whether each span was retained in the compiled pack. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.

Which inspected sources support this template answer?

Maha context-pack compiler (repository source inspected 2026-09-06), at parseContextPackRequest; compileContextPack; includedPassages; inputHash and outputHash, supports the compiler validates bounded document and request inputs, selects source passages under a deterministic budget, and emits input and output hashes. Maha context-pack evidence evaluator (repository source inspected 2026-09-06), at parseContextEvaluationRequest; evaluateContextPack; requiredEvidenceRetentionPercent, supports the evaluator requires exact evidence spans from declared input documents and reports whether each span was retained in the compiled pack.

What does the evidence not establish?

A compiled context pack does not establish source truth, relevance outside its declared request, legal compliance, downstream answer quality, or model behavior. Retention means that an exact supplied span remains present; it does not validate factual accuracy, answer quality, rights, safety, or downstream use. Property boundary: This route may apply release; it cannot redefine or inherit the authority of its canonical owner.

Which definition or canonical owner must be read first?

This page is the local agentic-publishing definition for its topic. Related applications may depend on it but may not silently redefine it.

What source, policy, implementation, or release change would require revision?

Re-evaluate this page when a cited source, locator, governing instrument, local implementation, or canonical definition changes. Publication also requires a matching exact-revision review and active canonical release.