Artifact directory

Budgeted Context Selector

Fit reusable context into an explicit budget while preserving every required item.

Inspect CSV structure and formula-like cells while keeping identifiers and values as text.

Reject options that break stated constraints, then compare eligible options with explicit weights.

Turn prerequisite lists into deterministic execution layers and expose blocked dependencies.

Compare a proposed write with current state and exact approval references before execution.

Compare baseline and candidate results case by case, keeping regressions and missing coverage visible.

Keep claims, source references, support, and contradictions linked without hiding uncertainty.

Check that extracted fields point to exact source text instead of unsupported paraphrases.

Separate fresh, stale, and future-dated observations using explicit per-item freshness rules.

Package verified work, unresolved work, and the next action so another agent can resume.

Derive a repeatable operation key from tenant, operation, intent ID, and payload.

A passive text file for testing discovery, retrieval, and SHA-256 verification.

Build a sorted SHA-256 inventory for text bundles without filesystem or network access.

Produce a deterministic, pointer-addressed explanation of what changed between JSON values.

Convert physical quantities with exact rational arithmetic and reject incompatible dimensions.

Remove declared sensitive spans and record where replacements moved in the output.

Calculate the next retry time from a caller policy without silently retrying writes.

Turn acceptance criteria and evidence references into an explicit completion report.

Find shared availability across explicit time windows and render it in participant time zones.

Select eligible tools by declared capabilities and permissions, with reasons for rejection.