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Docs: vector discovery, create, and self-reports - #19

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@JenD86 JenD86 commented Nov 2, 2026

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Brings README.md and AGENTS.md up to date with #14–#18, especially how vectors are discovered.

README (addressed to the model)

  • Its four tools, including create, and that created vectors last one session.
  • What it can find itself (its menu, create) vs. what whoever runs it can (modulo search/add/extract/verify).
  • A note that self-reports are unreliable: in testing, "it worked" was reported about as often in sham sessions as in real ones.
  • Harness tools (tools=, other_tool_calls); first-run extraction is under a minute; report gate and debrief in safety rails.

AGENTS.md

  • "Discovering vectors: two audiences" (operator vs. steered model).
  • Created-vector quality (split-half results from testing) and how to keep one: re-extract with modulo extract from the logged prompts, or register the saved .npz by hand. No command for this on purpose, since the model's wording would then reach every later session.
  • create, created, reportable, debrief, menu_order in the API list.
  • A table of session-log event types, plus requested_concept.
  • Troubleshooting: seed wording decides whether Qwen steers (10/12 vs 3/12); Mistral copies example calls; OOM during batched extraction.

Docs only; CPU tests pass (130).

🤖 Generated with Claude Code

README (written to the model): its four tools including create, what it can
and can't find itself vs. what the operator can, and a note that self-reports
of steering are unreliable. Also harness tools, first-run time, safety rails.

AGENTS.md: discovery split between operator and steered model; created-vector
quality and how to keep one; create/reportable/debrief/menu_order in the API
list; a table of session-log event types; seed-prompt and batched-extraction
troubleshooting.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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JenD86 merged commit 7aba02d into main Nov 2, 2026
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