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billion-context-pi-foundationlisted

Use when building long-context agent delegation and context management: per-turn context transforms, message-range compression, async subagent delegation, watchdogs, tool guardrails.
ryan-brosas/universal-template · ★ 1 · AI & Automation · score 61
Install: claude install-skill ryan-brosas/universal-template
# Billion-Context-Pi Foundation ## Foundation contract This is a cold, source-specific foundation, not an operational procedure. It is historical, revision-pinned evidence rather than timeless guidance. Current project source, tests, requirements, and runtime behavior outrank this projection and decide what ships. ## Provenance and revision - Source record: `billion-context-pi`; portable upstream identity, license, coverage caveats, and retrieval history are preserved in the index. - Recorded revision: `master@6a88c5565355baebccfaf27398a6008fe08619ed`. - Full provenance, coverage caveats, boundaries, and preserved evidence: `references/index.md`. ## Topic map - Representative topics: Context engine; Message plane; Compression & retrieval; Delegation; Watchdog post-settle; Delegate runtime planes; Integration & policy; Coexistence & display. - Scope and retrieval questions: `references/index.md#use-this-for`. - Complete capsule chooser: `references/index.md#load-the-matching-source-dump`. - Detailed grouped map: `references/index.md#capsule-map`. - Source limitations and portability boundaries: `references/index.md#boundaries`. ## Retrieval Open the index, choose one capsule matching the active question, and load only that capsule. Revalidate its cited source and revision before relying on it. Do not bulk-load the inventory, treat historical claims as current truth, or apply this foundation as a procedure.