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Releases: m4bwav/tokenwright

v0.2.13

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@m4bwav m4bwav released this 02 Nov 20:52
456e802

Budget-fit reads (the biggest part that fits) and fewer tools in view, from Berryman and Ziegler, Prompt Engineering for LLMs (2024). See skills/tokenwright/CHANGELOG.md C-20261102-1.

v0.2.12

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@m4bwav m4bwav released this 01 Nov 15:34
e671139

Habits: hand over deltas, keep a state capsule, quiet test and build runners, start effort low, a stop rule with an escalation point, a subagent brief that names its output and proof (R-20261101-2).

v0.2.11

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@m4bwav m4bwav released this 01 Nov 14:18
676c3e8

The hook meter now counts an image Read at its token cost (about 1.6k) instead of the length of its base64; one screenshot used to put ~170k tokens on the meter.

v0.2.10

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@m4bwav m4bwav released this 01 Nov 13:57
8ba348c

Docs: mention a line range instead of a whole file (@file#5-10), queue follow-ups while Claude works, a formatter and failures-only lint hook, @file load costs, LSP plugins, search over RAG for code. Output price ratio corrected to exactly 5x.

v0.2.9

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@m4bwav m4bwav released this 01 Nov 04:19
be25db4

When subagents pay: a Subagents section in references/levers.md (total tokens rise, cold start and cache, when delegation wins and loses, briefing and return size), a sharper Delegate big reads habit. Docs only.

v0.2.8

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@m4bwav m4bwav released this 31 Oct 22:33
741ecb7

Fix: tw.py score counts a repeated tool record once, so a transcript that repeats a tool_result no longer lists one sink twice.

0.2.7

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@m4bwav m4bwav released this 31 Oct 21:24
908f447
  • tw.py meter and a hook meter note every 25k tokens of tool output (hooks on).
  • tw.py score --compare N: this session against the best and median of the newest N past sessions in the same project.
  • Back to a green size budget: the server.log eval fixture is generated, and the skill descriptions are shorter.

v0.2.6

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@m4bwav m4bwav released this 31 Oct 19:55
4e6ad92

AI Engineering habits (Edges, not middle; Memory by frequency) and a Result caching note in levers.md.

v0.2.5

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@m4bwav m4bwav released this 31 Oct 18:19
db5e3e9

tw.py score gains the debug-loop kind: three failed calls in a row to one tool, calibrated at about p99 of 300 sessions.

v0.2.4

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@m4bwav m4bwav released this 31 Oct 04:14
136cfd2

tw.py score gains a poll kind: the third and later run of one exact shell command in a session. Threshold from 300 transcripts.