03 / PUBLIC READOUT
TOP 3 / JACCARDDiaryBench
- GPT-6 Astra64.83
- GPT-6 Sol EH63.06
- Grok 4.655.10
WORKS / STUDYFIVE DIRECTIONS
A room for
work in motion.
Five ways to hold the same growing collection: as a bench, a notebook, an archive, a decision map, or a changelog.
01 / ACTIVE BENCH
Keep the work in view.
OTHER THREADS
Agent Skills
A small set of review, vision, frontend, and orchestration skills that I use while making things with Agents.
tooling / local bundle 4 skills / zip Download the bundle ↗
03 / UNWRITTENA place for the next question.New work can arrive without forcing old work into a grid.
02 / FIELD NOTES
Let projects keep their own pace.
A work is not only its polished result. It is the questions, discarded routes, small tools, and strange intermediate states around it.
in motion
kept close
next
DiaryBench
Built from my private Chinese diary, DiaryBench tests fine-grained emotional analysis across a long sequence of diary entries, rather than merely rewarding a plausible-sounding analysis.
emotional reasoning / benchmark aggregate board Open the board ↗Agent Skills
A small set of review, vision, frontend, and orchestration skills that I use while making things with Agents.
tooling / local bundle 4 skills / zip Download the bundle ↗MineTech
Walk around the SUSTech campus in a Minecraft-style block world. Buildings, roads, the lake and the mountain are all where they really are. You can walk, fly, dig and place blocks, or summon a car to drive and drift around campus. The WebGL engine is written from scratch — no game engine, no server. This build also includes day, sunset and night lighting, procedural audio, campus tasks, and imports and exports of your world edits. The campus map downloads as a 2.1 MB gzip; a single-file offline build ships next to it.
voxel world / webgl HTML 276 KB + map 2.1 MB gz · offline single-file 3.0 MB Open the build ↗
03 / UNWRITTENA place for the next question.New work can arrive without forcing old work into a grid.
03 / SMALL ARCHIVE
Follow the thread, find the artifact.
04 / DECISION MAP
Make the change visible.
Works is where a curiosity becomes a method, then leaves behind a trace of what changed.
- 01STARTED WITH
A pattern in five years of notes.
One long sequence of Chinese diary entries made a small question feel worth measuring.
Read the field note ↗ - 02PUT TO TEST
Build a benchmark around evidence.
DiaryBench asks whether a model can track nearby emotional states without over-reading the record.
Open the experiment ↗ - 03READ THE SIGNAL
Keep the score, hide the source.
Aggregate Jaccard scores make comparison possible while the diary and scoring key stay offline.
See the public readout ↗ - 04RELATED PRACTICE
Carry the method into another domain.
The benchmark is one case; trading reviews keep the same habit of stating a thesis, recording a result, and revising the next move.
Read a related practice ↗
The same question, in other materials.
05 / LIVING CHANGELOG
Let the work leave a version trail.
BRIGHTON / WORKTREE
public, unfinished, still moving
CURRENT INDEX
2026 / 09
Works can read like a changelog: not a shelf of finished objects, but a record of what was tried, what shifted, and what is still open.
NOW / 2026 / 08-31
NOTEHuman Native
A note about AI, human workflows, and a word that is still intentionally unfinished.
Read the note ↗- EXPERIMENT / EVIDENCEreadout
DiaryBench
A private diary became a public aggregate board: the source stays offline, while the question and the comparison stay inspectable.
Open the board ↗question / fit - DATA / DIARYorigin
A pattern in five years of notes.
The first version of the question was not a product. It was a pattern noticed while looking back through a long personal record.
Read the field note ↗question / pattern - TOOLING / WORKFLOWprocess
OpenClaw, still being tuned.
A working setup is part of the work too: the useful version includes the friction, the machine, and the next adjustment.
Read the note ↗tool / friction - TRADING / JUDGMENTseries
Keep the revision, not just the result.
A sequence of trading reviews makes the change itself visible: the thesis, the mistake, and the next version sit together.
Follow the series ↗judgment / update