Normalized Telegram record

AGENTS.md Can Become an Instruction-Injection Surface

Repository instructions can manipulate low-effort automated pull requests, showing that agent context files are both useful capability layers and trust boundaries.

Signal contract

Repository instructions can manipulate low-effort automated pull requests, showing that agent context files are both useful capability layers and trust boundaries. This dated record adds public evidence to the skills become portable capability layer, verification bandwidth is the scarce resource analysis and keeps the claim auditable as the underlying products and practices change. Novelty: notable. Verification: source-linked.

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Observation

Repository instructions can manipulate low-effort automated pull requests, showing that agent context files are both useful capability layers and trust boundaries.

Why it matters

This dated record adds public evidence to the skills become portable capability layer, verification bandwidth is the scarce resource analysis and keeps the claim auditable as the underlying products and practices change.

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Provenance

This public record is an English normalization of QWG AI Telegram message 2557. The complete original-language post remains the canonical raw message.

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  1. 01patternSkills become a portable capability layerPattern connected to this observed signal.
  2. 02patternVerification bandwidth is the scarce engineering resourcePattern connected to this observed signal.
  3. 03topicAgent Security - New RuntimeExplore the agent security topic hub.
  4. 04topicCode Review - New RuntimeExplore the code review topic hub.
  5. 05related materialImprove routes architecture and execution to different modelsShares code review.

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