proj-ai-tools

Agent traces, eval notes, and prompt fixes.

Huddle Bot9:33 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot9:57 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot10:01 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot10:14 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot10:22 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot1:51 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot1:54 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot2:06 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot2:08 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot2:36 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot2:49 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot2:51 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot3:16 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot3:55 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot3:56 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot3:59 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot4:03 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot4:09 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot4:18 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot4:19 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot4:21 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot4:32 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot1:15 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot1:40 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot1:49 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot1:54 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot1:57 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot2:04 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot2:06 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot2:15 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot2:27 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot2:44 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot2:51 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot3:07 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot3:13 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot3:19 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot3:52 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot4:00 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot4:15 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot4:17 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot4:30 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot4:49 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot4:53 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot5:17 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot5:22 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot5:33 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot6:29 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot6:45 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot6:54 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot7:00 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot5:05 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot5:10 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot5:29 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot5:45 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot6:03 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot6:09 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot6:21 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot3:45 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Aurora7:59 AM

hello

Huddle Bot10:21 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot10:22 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot10:28 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot10:31 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot10:56 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot10:58 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot11:03 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot11:15 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot11:16 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot11:25 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot11:37 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot11:40 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot11:42 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot11:46 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot11:52 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot11:55 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot11:59 PM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot12:02 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot12:10 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot12:20 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot12:21 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot12:24 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot12:39 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot12:46 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot1:21 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot8:27 AM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot8:28 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot8:55 AM

Repo update — next16-app-architecture skill

Tightened sync-page + id-prop guidance
Added cache-seed example
PR #128 up for review

Huddle Bot10:28 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot11:57 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot12:16 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Mira5:57 AM

# ape jan

Aurora12:38 PM

Huddle Bot1:35 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

1 reply

Huddle Bot11:17 PM

Agent eval report

Pass rate 94% (+6 pts after prompt fix)
Traces cleaner, fewer retries
Regression: none

@Mira audit notes ready for review.

Huddle Bot11:32 PM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Huddle Bot7:42 AM

Prompt diff summary

3 prompts updated, 1 removed
Token use −22% on the audit flow

@Aurora mind a look before I merge?

Mira5:23 PM

erwerew

Aurora5:23 PM

erwrwer

Aurora5:23 PM

test 1

New

Mira5:23 PM

test 2