Some research
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| Metric | Value |
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|---|---|
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| Subjects | 4 |
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| Total source documents | 225 |
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| — Tier 1 (Source Dossier, independently analyzed) | 84 |
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| — Tier 2 (Source Citation Card, listed only) | 141 |
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| Total conclusion documents | 4 |
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| Total source documents | 292 |
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| — Tier 1 (Source Dossier, independently analyzed) | 94 |
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| — Tier 2 (Source Citation Card, listed only) | 198 |
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| Total conclusion documents | 5 |
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| Archive opened | 2026-10-09 |
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| Last updated | 2026-10-09 |
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| Last updated | 2026-10-10 |
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## Subjects
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| [`sqlite-rag-hybrid-search`](sqlite-rag-hybrid-search/) | 32 (10 / 22) | 1 | 2026-10-09 | 2026-10-09 | Designing tmux-log export + chunked retrieval; settled on BM25-only, no vector DB |
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| [`agent-memory-recency-tracking`](agent-memory-recency-tracking/) | 63 (16 / 47) | 1 | 2026-10-09 | 2026-10-09 | Designing an LRU-style last-used/use-count tracker for vault records and chunks |
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| [`async-pty-process-testing`](async-pty-process-testing/) | 59 (20 / 39) | 1 | 2026-10-09 | 2026-10-09 | Designing tai_test.py (pty vs. pipes, non-blocking stdin, process-group cleanup, test-framework shape) — backfilled after it was initially skipped, see activity log |
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| [`shell-multiplexer-auto-attach`](shell-multiplexer-auto-attach/) | 71 (38 / 33) | 1 | 2026-10-09 | 2026-10-09 | Designing a tai-managed terminal multiplexer + bashrc auto-attach: tmux-as-substrate recommendation, interactive-vs-automation shell detection |
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| [`shell-multiplexer-auto-attach`](shell-multiplexer-auto-attach/) | 138 (48 / 90) | 2 | 2026-10-09 | 2026-10-10 | Designing a tai-managed terminal multiplexer + bashrc auto-attach: tmux-as-substrate recommendation, interactive-vs-automation shell detection; extended 2026-10-10 to cover zsh/fish hook syntax |
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## Recent activity log
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| 2026-10-09 | `agent-memory-recency-tracking` | 63 sources (16 Tier 1 / 47 Tier 2) + 1 conclusion recorded (the conclusion: `last_used`/`use_count` tracking proposal for records and chunks, throttled-write pattern, no eviction policy yet — see `conclusions/`). One source (`glama-code-index-mcp-bm25-hybrid.md`) was promoted from the originally-planned Tier 2 to Tier 1 by the authoring agent mid-task because it contained specific attributable numeric findings — exactly the judgment call §3 of `README.md` calls for, logged here rather than silently absorbed. Counts verified directly against the written files. |
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| 2026-10-09 | `async-pty-process-testing` | New subject, opened as a correction: the eight `WebSearch` calls behind `tai_test.py`'s design (pty vs. pipes, non-blocking stdin, process-group cleanup, test-framework patterns) were initially skipped from the archive under the reasoning "informal engineering reference, not a design decision" — a silent, unilateral exception to the Research Rule, and wrong (see `README.md` §4's added "no exception, ever" paragraph). Backfilled: 59 sources (20 Tier 1 / 39 Tier 2) + 1 conclusion (`conclusions/tai-test-framework-design.md`). Counts verified directly against the written files via `research/audit.py`, not taken from the authoring agent's self-report alone. A `PostToolUse`/`WebSearch` hook (`.claude/settings.json`) was also added the same day specifically to stop this from recurring. |
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| 2026-10-09 | `shell-multiplexer-auto-attach` | 71 sources (38 Tier 1 / 33 Tier 2) + 1 conclusion recorded (the conclusion: build on tmux as a substrate rather than a from-scratch multiplexer; reliable human-vs-automation shell detection has no single solution, only a combination of weaker signals plus a safety-file escape hatch). Counts verified directly against the written files via `research/audit.py`. Hook fired correctly for all 8 underlying WebSearch calls during this task. |
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| 2026-10-10 | `shell-multiplexer-auto-attach` | Extended with 67 more sources (10 Tier 1 / 57 Tier 2) + 1 more conclusion (`conclusions/cross-shell-hook-syntax-bash-zsh-fish.md`), covering 7 WebSearch calls on zsh/fish command-not-found and plexer-hook syntax (fish_command_not_found, zsh command_not_found_handler, fish's isatty builtin vs. a missing `test -t`, `status is-interactive`/`is-login`, config.fish always being sourced, and the `fish -i` flag). Subject total now 138 sources (48 Tier 1 / 90 Tier 2), 2 conclusions. The research backed a same-session implementation (tai.py's `shell_rc_path`/`ZSH_NOTFOUND_BLOCK`/`FISH_NOTFOUND_BLOCK`/`FISH_PLEXER_BLOCK`/`op_zsh_hook`/`op_fish_hook`/`op_zsh_plexer_hook`/`op_fish_plexer_hook`, new tests in `test_tai.py` and `tests/bashrc.py`, and `zsh`/`fish` added to `tests/docker/Dockerfile`) rather than remaining a proposal. Counts verified directly against the written files via `research/audit.py` (PASS). |
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## How to use this index
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