Run the os-me kickoff: the skill builds its first Store from transcripts #941

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opened 2026-10-04 20:15:35 +00:00 by jared · 2 comments

jared commented

2026-10-04 20:15:35 +00:00

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Problem

The os-me Store must bootstrap its knowledge from an understanding of how Jared decides.

Question

What first version of the Store does the skill build for itself?

Context

Map: #936

Run the kickoff inside the Store, with the charter and the suggestions file as the only direction:

Dispatch read-only research on random samples of cc-os transcripts (not the held-out sessions). Read also the feedback- memory files and the takedown rulings as sources.
Learn how Jared decides: how he frames a problem, how he challenges a first result, why he makes a correction, when he stops. Challenge what is useful, name the gaps, and try to answer them from more transcripts.
Build whatever the skill finds necessary: patterns, retrieval, heuristics, templates, code, and its own entry file. The first version is a best guess. Commit each meaningful change.
Record the token use of the run.

Blocked by #938, #939, #940

AFK.

## Problem The os-me Store must bootstrap its knowledge from an understanding of how Jared decides. ## Question What first version of the Store does the skill build for itself? ## Context Map: #936 Run the kickoff inside the Store, with the charter and the suggestions file as the only direction: - Dispatch read-only research on random samples of `cc-os` transcripts (not the held-out sessions). Read also the `feedback-` memory files and the takedown rulings as sources. - Learn how Jared decides: how he frames a problem, how he challenges a first result, why he makes a correction, when he stops. Challenge what is useful, name the gaps, and try to answer them from more transcripts. - Build whatever the skill finds necessary: patterns, retrieval, heuristics, templates, code, and its own entry file. The first version is a best guess. Commit each meaningful change. - Record the token use of the run. Blocked by #938, #939, #940 AFK.

jared added the

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2026-10-04 20:15:35 +00:00

jared referenced this issue

2026-10-04 20:16:00 +00:00

Score the first os-me version and try it live with Jared #942

jared commented

2026-10-04 20:41:57 +00:00

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Kickoff run built the first Store (os-me-store, commit 483098e, pushed to origin main).

ENTRY.md: one procedure for all four call shapes (score run, live predict, live respond, fallback with transcript path). Read 3 judgment files, make 3 reads (blind read, audit of the AI's claims, assume Jared disagrees), choose one action (accept, correct, redirect), write a labeled PREDICTION block or the reply itself.
judgment/: triggers.md (16 correction signals plus accept and redirect signals, each with a real quote and base rates from 545 train exchanges), framing.md (how he frames and why he corrects), enough.md (stop signals), voice.md (respond mode).
cases.md: 29 precedents tagged by trigger id, grep-able.
learning/: loop.md (queue processing, at most 3 entries per run), review-log.md, token-log.md.
bin/transcript (Ruby): tail, after, exchanges. Refuses held-out sessions through os-me-eval at the permanent plugin path.
REQUESTS.md: run the first score; report it per action class; move learning out of the answer path.

Smoke test on 7 train exchanges not in cases.md (sonnet, Read/Glob/Grep only): 3 match, 1 partial, 3 miss; the misses led to the second commit. Tokens: research 383,494; build about 150,000; smoke test 450,563.

Kickoff run built the first Store (os-me-store, commit 483098e, pushed to origin main). - ENTRY.md: one procedure for all four call shapes (score run, live predict, live respond, fallback with transcript path). Read 3 judgment files, make 3 reads (blind read, audit of the AI's claims, assume Jared disagrees), choose one action (accept, correct, redirect), write a labeled PREDICTION block or the reply itself. - judgment/: triggers.md (16 correction signals plus accept and redirect signals, each with a real quote and base rates from 545 train exchanges), framing.md (how he frames and why he corrects), enough.md (stop signals), voice.md (respond mode). - cases.md: 29 precedents tagged by trigger id, grep-able. - learning/: loop.md (queue processing, at most 3 entries per run), review-log.md, token-log.md. - bin/transcript (Ruby): tail, after, exchanges. Refuses held-out sessions through os-me-eval at the permanent plugin path. - REQUESTS.md: run the first score; report it per action class; move learning out of the answer path. Smoke test on 7 train exchanges not in cases.md (sonnet, Read/Glob/Grep only): 3 match, 1 partial, 3 miss; the misses led to the second commit. Tokens: research 383,494; build about 150,000; smoke test 450,563.

jared commented

2026-10-04 20:59:31 +00:00

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Resolution

Done: Kickoff run built the first Store from 34 train sessions (about 237 research entries): ENTRY.md procedure, judgment files (triggers, framing, enough, voice), 29 tagged cases, learning loop, token log, REQUESTS.md, a Ruby transcript reader.

Evidence: Store commit 483098e pushed to origin main; token use: research about 383,500, build about 221,000.

Follow-ups: none; the Store's three requests are in its REQUESTS.md and on #942

## Resolution **Done:** Kickoff run built the first Store from 34 train sessions (about 237 research entries): ENTRY.md procedure, judgment files (triggers, framing, enough, voice), 29 tagged cases, learning loop, token log, REQUESTS.md, a Ruby transcript reader. **Evidence:** Store commit 483098e pushed to origin main; token use: research about 383,500, build about 221,000. **Follow-ups:** none; the Store's three requests are in its REQUESTS.md and on #942

jared closed this issue

2026-10-04 20:59:31 +00:00

jared referenced this issue

2026-10-04 20:59:41 +00:00

Map: os-me, a skill that predicts and gives Jared's response #936