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research/context-boundary-manager

@Cloudhabil/AGI-Server
0
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Lock tasks to user-provided sources (PDF/txt/URL) by creating a per-task context container, ingesting and chunking only those sources, ranking chunks for relevance, and enforcing negative constraints against out-of-scope content. Use when strict source grounding is required.

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SKILL.md

name research/context-boundary-manager
description Lock tasks to user-provided sources (PDF/txt/URL) by creating a per-task context container, ingesting and chunking only those sources, ranking chunks for relevance, and enforcing negative constraints against out-of-scope content. Use when strict source grounding is required.

Context Boundary Manager

Capabilities

  • create_context_container: initialize a per-task “notebook” that isolates supplied sources.
  • ingest_local_source: parse PDF/txt/URL into chunks scoped to this container.
  • calculate_relevance_score: rank chunks for a query using only container contents.
  • enforce_negative_constraint: reject or strip content not present in scoped chunks.

Dependencies

  • guardrails-control (scope enforcement)
  • hybrid-orchestrator (flow control)
  • constrained-decoding (optional stricter outputs)

Inputs

  • sources: list of file paths or URLs explicitly provided by the user.
  • query/task: the question to answer.
  • constraints: optional allow/deny rules (keywords, domains).

Outputs

  • ranked_chunks: ordered chunks with scores and source refs.
  • audit trail: what was ingested, filtered, and why.

Usage

  • Initialize a container, ingest sources, rank chunks, then hand results to downstream reasoning/citation-verifier. Reject any request to use out-of-container knowledge.