Stories A promise's telling

Chat, optimised

The chat improves itself: every week the last thirty days of threads are judged on whether the person got what they came for, each failure becomes a named pattern with a tested fix, and no change ships that makes the chat worse.

The seven beats

Groups
Groups
Actors
Actors
Events
signal
Things
Things
Paths
Paths
Outcome
Events
Learning
Learning, open until someone has learned it

This story carries its beats but no written telling yet — text/chat-optimise.md has no “The story” section.

Connected to

Every link here was checked against the repo when the page was built. 3 names the story uses could not be found and are shown without a link.

People

  • Tony

Agents

Each opens a chat with that agent.

Skills

Each opens the skill's page.

Paths

The flows this story walks — trigger → step → step.

  1. trigger: weekly export → tool: read-only pull → skill: verdicts by rule → agent: judge the unknown → agent: patterns and shortcuts → condition: pack and replay not worse → human: Tony approves → tool: ship

Tools

Receivers and scripts it signals.

  • D1 tables threads, messages and gateway_calls, read only
  • bash .claude/scripts/proof.sh
  • VERIFY: the script that makes the weekly export; today it is a scratch file

Docs

What derives from this file.

Events

Every event is a signal; each names the path it marks or warns.

  • chat:harden · from Tony VERIFY: the path a hardened thread strengthens is not chosen yet tags: chat, optimise

Transactions

  • none; the meter it reads is the cost column of gateway_calls

Analytics

  • share of stored messages that are conversation (today one in nine), read from messages
  • failed-call rate per model, from gateway_calls.success
  • failed-call rate per tool, from the ledger of deliverable 8
  • input tokens read per chat turn (today 26,037 on average), from gateway_calls
  • replies flagged by reply-lint per hundred turns, from the weekly export
  • share of threads with verdict yes, partly, no, unknown, per week
  • turns to result per intent, and turns skipped by the fast-path table
  • prompt sections unused per surface, from deliverable 16
  • patterns open, fixed and returned