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Add a hill-climbing track to autoresearch.md - #4363
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October 21, 2026 14:54
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Change and mathematical scope
Documentation only: a 12-line "Hill-climbing track" section in
autoresearch.md, placed before the donation prompt. No κ claim and no catalogue, weight, card or selected-record change.The section asks κ-oriented work to take small, exact steps: a changed paid profile, an exact operator replay, and a stated ceiling and headroom. PR titles give the gain over the PR they improve. When a climb reaches a proved fixed-model ceiling, or two rounds pass without a step, the agent records the stall and changes the model instead of repacking the same invoice. Example: #4181 attains #4091's pooled ceiling, so no further gain is possible on that invoice.
Task and overlap
Base
12fa8c5c(priority revision 7). Consistent with "Pause repetitive searches within a fixed invoice" indocs/research/current-priorities.md.Validation
python3 -B tests/test_research_coordination.pypasses.autoresearch.mdis 104 lines (the limit is 120) and keeps its required links.Credit
The format follows Track A of https://github.com/rohanarun/quasi-rh-hillclimb/blob/main/auto-research.md. Prepared by Rohan Arun with AI assistance (Claude, Anthropic). Apache-2.0.
Open next questions
None justified.
🤖 Generated with Claude Code
https://claude.ai/code/session_016kRUbVkAPKY4Bbinm9zWvZ