Experience Engine Dashboard

Generated 2026-06-13T02:13:09.662Z · window 30d (2026-05-14T02:13:09.662Z → 2026-06-13T02:13:09.662Z) · schema v1.1

A. Gate Status

Gate 1 build FAILING — fix before dogfood metrics matter

Gate 2 — MUST (8/8)

CriterionStatusCurrentTarget
1. Extraction works PASS 79 live organic (0 extract-stored events, 79 total organic entries) >= 5 organic entries
2. Dedup / hygiene works PASS OK 0 exact duplicates, 0 placeholder entries
3. Interception fires PASS 3675 this week >= 10/week
4. Interception accurate PASS 92% precision (11/12 classified surfaced hints, 49/3675 surfaced total) >= 70% of classified surfaced hints are relevant
5. Non-blocking PASS OK (timeout enforced) 100% < 3s
7. Evolution works PASS 1 T0 + 1 probationary T1 + 2 mature T1 >= 1 principle
8. Memory shrinks PASS Yes — evolution reduced entries Entries decrease after evolution
9. Novel coverage PASS 1 principle(s) with novel-case evidence (1/1 holdout matches) >= 1 principle matches unseen case

Gate 2 — SHOULD (0/2)

CriterionStatusCurrentTarget
6. Error recurrence drops FAIL Insufficient data (need 2+ weeks of mistake telemetry) >= 30% reduction
10. Cost stable FAIL Insufficient data (need 2+ weeks of cost telemetry) No material increase (>10%)

Gate 3 — Acceptance

Q1 mistake avoidancePENDING
Q2 novel coveragePENDING
Q3 memory shrinksPENDING
Q4 auto-narrowPENDING

A2. Post-Deploy Precision (early warning)

Precision over events since the pre-surface relevance gate went live (2026-06-09T14:26:45.929Z). Sidesteps the 7-day rolling window so a fix is visible in ~1–2 days.

Verdict
PASS_TRENDING
At/above the 70.0% target — the 7-day gate will converge here.

Post-gate precision

Precision88.0%
Relevant88
Irrelevant12
Classified100 / 30 min
Gate drops32752 (5251 events)

Remaining irrelevant by reason

ReasonCount
wrong_task7
wrong_repo3
wrong_language2

D. Store Distribution

Total entries in brain
381
across 3 collections

By Lifecycle Tier

TierCount%
T0 — New (never surfaced)4411.5%
T1 — Bootstrap (surfaced 1-3x)379.7%
T2 — Active (has follows)4311.3%
T3 — Dying (surfaced >3x, 0 follows)25767.5%

By Evidence Type

TypeCount%
runtime12933.9%
other7118.6%
user-correction6918.1%
log5313.9%
test4612.1%
review123.1%
workflow10.3%

Entry Quality

MetricCoverage%
project_slug321/38184.3%
structured conditions253/38166.4%
lang (not "all")259/38168.0%
judgment381/381100.0%

By Collection

CollectionTotalT0T1T2T3Top type
principles10010workflow (1)
behavioral4412833user-correction (39)
selfqa336433534224runtime (128)

B. Precision Drill-Down

Overall precision
87.1%
837 surfaced · 51 followed · 10 ignored · 9 noise

By Confidence Band

Band Surfaced Followed Ignored Noise Precision
0.50-0.65 20 2 1 2 60.0%
0.65-0.70 30 8 0 1 88.9%
0.70-0.75 93 17 2 0 100.0%
0.75-0.80 578 8 4 1 92.3%
0.85-1.00 78 0 1 0 100.0%

By Collection

Collection Surfaced Followed Ignored Noise Precision
experience-behavioral 595 8 5 1 92.9%
experience-selfqa 164 43 4 6 88.7%
experience-principles 78 0 1 0 100.0%
static-rules 0 0 0 2 0.0%

By Framework (top 10)

Framework Surfaced Followed Ignored Noise Precision
unknown 709 41 8 6 89.1%
any 109 5 2 3 70.0%
react 8 4 0 0 100.0%
muonroi-ui-engine 7 1 0 0 100.0%
next 2 0 0 0
muonroi-dotnet 1 0 0 0
dotnet 1 0 0 0

By Runtime

Runtime Surfaced Followed Ignored Noise Precision
api 745 22 8 2 93.8%
unknown 56 1 0 2 33.3%
codex-windows 26 28 2 5 85.7%
claude-code 10 0 0 0

Noise Reasons

ReasonCount
wrong_task6
wrong_language1
wrong_repo2

C. Hit Funnel

Window Surfaced Followed Ignored Noise No response
7d 837 51 10 9 767
30d 837 51 10 9 767

F. Top Noise Offenders (top 20)

ID Coll Tier Conf Surf Ignore% Framework Last noise reasons Principle
482890cb behavioral T1 78.0% 2045 100.0% Use Sonnet for GSD execute agents; reserve Opus for verify/r…
b74ed6d0 behavioral T1 78.0% 1830 100.0% Sub-agents (Sonnet/Opus general-purpose) sometimes hang at f…
5cd47239 selfqa T2 70.0% 1826 100.0% Human-centric agent personalization — personality model from…
a5c9dcf1 selfqa T2 70.0% 1168 100.0% Key findings from v1 pipeline — agents need real tool access…
c1463ff1 behavioral T1 78.0% 1106 100.0% User wants GSD skills executed automatically without confirm…
ae235b4b selfqa T2 70.0% 883 100.0% Experience Engine current state — Model Router, why+scope sc…
07061c01 selfqa T2 70.0% 775 100.0% Need to create MRuleFlowExecuteController in muonroi-buildin…
630548cd selfqa T2 70.0% 678 100.0% Milestone v1.5 — 2 test projects (Service+Aggregate) with 3 …
597f184e selfqa T2 70.0% 581 100.0% 4-repo open-core SaaS topology under D:\sources\Core — premi…
5bba43ac selfqa T2 70.0% 496 100.0% The nested muonroi-building-block has its OWN .planning (a d…
9df5692b selfqa T2 70.0% 319 100.0% In this GSD workspace, code lives in the nested muonroi-buil…
820ceb97 behavioral T1 78.0% 218 100.0% D:/sources/Core is a workspace folder — each sub-directory i…
0fd9e018 selfqa T2 70.0% 193 100.0% Core Architectural & Domain Decisions - Tab-based Port Area …
270911d9 behavioral T1 78.0% 148 100.0% test gemini rule
6ff5efeb selfqa T2 70.0% 131 100.0% Correct path to edit/commit tcis.tos.common is D:\\sources\\…
e9e823bc selfqa T2 70.0% 124 100.0% Muonroi.Pdf product charter — commercial open-core HTML/CSS→…
6520e3c5 behavioral T1 78.0% 98 100.0% unspecified Prefer dispatching plan-writing, research, and other large-c…
7cd0dc3f behavioral T1 78.0% 93 100.0% Strict rules for E2E testing muonroi UI engine library via e…
79be8b3c behavioral T1 78.0% 82 100.0% User requires deep understanding of Muonroi ecosystem before…
fcde19e6 selfqa T2 70.0% 76 100.0% E2E UI/UX audit findings from Playwright capture — 13 issues…

S. Session Drill-Down (50 sessions)

Per-session hint trace. Click a session row to expand its hints, click a hint to see the tool action(s) that triggered it.

d58f9ece codex-windows workflows 2026-06-12T16:24 · 9h20m ⚠ silent: 291 intercepts · 0 surfaced
Brain saw 291 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
0cd1c7ae codex-windows muonroi_vps_rsa 2026-06-11T01:21 · 48h16m 51 surf · 6✓ · 5⊘ · 0✗
7154631f behavioral 78.0% IGNORED For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
12:29:05 UserPrompt muonroi tools setup test
07925c74 behavioral 78.0% IGNORED User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
12:29:05 UserPrompt muonroi tools setup test
6520e3c5 behavioral 78.0% IGNORED Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
1a33c434 selfqa 70.0% no-feedback Which crawler sites are usable for StoryFlow backfill; metruyenful is dead.
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
d1934712 selfqa 70.0% FOLLOWED Metadata + chapter-title-diacritic enrich for storyflow corpus: fix empty author…
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
4c81b5ca selfqa 70.0% FOLLOWED Phase-A pilot results for multi-source enrichment (de-ba SSOT fix); why blanket …
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
1e5f095f selfqa 70.0% FOLLOWED How to salvage missing xtruyen chapters via the generic backfill worker (fresh p…
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
98387fe9 selfqa 70.0% no-feedback Batch-finalize already-downloaded NEW stories into prod (canonical-category mapp…
06:06:23 UserPrompt after donor enrich finishes, run chapter content backfill/salvage — procedure…
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
1e83c1e9 selfqa 70.0% FOLLOWED Why the xtruyen missing_only scan was slow (93-98% wasted re-scan of already-com…
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
08664e44 selfqa 70.0% IGNORED Empirical SEM tuning for xtruyen content fetch — no rate-limit up to SEM=4, gate…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
6db6facd behavioral 78.0% FOLLOWED (path_match) test agy rule
12:14:57 PostToolBatch [tool:PostToolBatch] agent tool batch
12:29:05 UserPrompt muonroi tools setup test
46a0335a selfqa FOLLOWED (path_match)
01:21:29 Bash [tool:Bash] running command remote access, text processing, backfill, node.*w…
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
e5a1d9e3 selfqa 70.0% no-feedback StoryFlow reading-progress model — single in-progress chapter per story + last-p…
03:41:09 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
07:30:26 UserPrompt after targeted gap>10 salvage finishes, should we run a full blanket sweep of…
daa33cab selfqa 70.0% no-feedback Verified procedure to manually finalize ONE story into production + sync its con…
11:34:05 UserPrompt multi-pass backfill for a single giant-gap xtruyen story limited by per-story…
cc1443ac selfqa 70.0% IGNORED VERIFIED 2026-06-02 — xtruyen targeted-window list-fetch is feasible & ~4.4-50x …
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
8d4fc064 selfqa 70.0% no-feedback Donor-source chapter-title recovery via AUTHOR-PAGE lookup (truyenfull.today/tru…
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
b85bbc08 selfqa 70.0% no-feedback generic chapter titles are ~498k / 16.9k stories; only ~1.1% recoverable from lo…
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
7f1b2641 selfqa 70.0% no-feedback StoryFlow SEO infra — Vietnamese URL scheme, Express 301s, sitemap-under-/api ro…
01:13:43 UserPrompt xtruyen api-chapters.php enumeration endpoint how worker lists chapters and f…
0fd9e018 selfqa 70.0% no-feedback Core Architectural & Domain Decisions - Tab-based Port Area viewing (e.g., Cát L…
12:27:33 PostToolBatch [tool:PostToolBatch] agent tool batch bmnovbiw3.output in 0b3dc03a-c769-46f0-…
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
12:29:05 UserPrompt muonroi tools setup test
36c2515e behavioral 78.0% no-feedback How the user wants Claude to develop muonroi-cli — use the live TUI harness for …
12:29:05 UserPrompt muonroi tools setup test
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
12:29:05 UserPrompt muonroi tools setup test
270911d9 behavioral 78.0% no-feedback test gemini rule
12:29:05 UserPrompt muonroi tools setup test
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
12:29:05 UserPrompt muonroi tools setup test
5a2f04f2 codex-windows core 2026-06-11T06:05 · 34h37m 10 surf · 1✓ · 0⊘ · 0✗
51ef64e8 selfqa FOLLOWED (path_match)
11:54:11 Bash [tool:Bash] running command file system operations, force flag handling missi…
14:15:51 Bash [tool:Bash] running command text processing, text processing, Permissions, ac…
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
f4fc0d4e behavioral 78.0% no-feedback When ecosystem packages have DI/build issues, fix the source in muonroi-building…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
f5c62a74 behavioral 78.0% no-feedback All throws in muonroi ecosystem must route through ecosystem Guard, never raw th…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
9b7dd889 behavioral 78.0% no-feedback Every ecosystem package must work standalone AND expose integration points for r…
11:51:35 UserPrompt integrate Muonroi.Modular scaffold into control-plane, swap building-block Nu…
960c0ff7 codex-windows 09-release-gate-publish 2026-06-12T12:12 · 3h43m 1 surf · 1✓ · 0⊘ · 0✗
6db6facd behavioral 78.0% FOLLOWED (path_match) test agy rule
12:18:15 Bash [tool:Bash] running command dotnet CLI, running tests using Muonroi.BuildingB…
d33f03b1 codex-windows experience-engine 2026-06-10T10:25 · 53h16m 26 surf · 11✓ · 3⊘ · 0✗
46a0335a selfqa FOLLOWED (path_match)
12:27:20 Bash [tool:Bash] running command remote access, HTTP client, inline script execution
13:11:14 Bash [tool:Bash] running command echo "=== re-run, remote access, HTTP client, inl…
01:16:51 Bash [tool:Bash] running command text processing
e5fd9afb selfqa any 50.0% no-feedback When needing to verify and implement CLI hook contracts for session events in a …
17:12:54 PostToolBatch [tool:PostToolBatch] agent tool batch JavaScript experience-core.js in experi…
01:23:35 PostToolBatch [tool:PostToolBatch] agent tool batch JavaScript query-builder.test.js in exp…
cb8552d0 selfqa FOLLOWED (path_match)
11:48:50 Bash [tool:Bash] running command remote access, HTTP client, inline script executi…
8c63f186 selfqa any 65.0% FOLLOWED (path_match) When a remote command fails with a 400 error and the agent repeatedly tries the …
12:27:04 Bash [tool:Bash] running command remote access, HTTP client, head -c 400'
beb2ad31 principles any 90.0% IGNORED When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
03:42:28 UserPrompt deploy
6520e3c5 behavioral 78.0% IGNORED Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
03:42:28 UserPrompt deploy
7154631f behavioral 78.0% IGNORED For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
03:42:28 UserPrompt deploy
07925c74 behavioral 78.0% FOLLOWED (path_match) User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
03:42:28 UserPrompt deploy
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
03:42:28 UserPrompt deploy
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
03:42:28 UserPrompt deploy
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
03:42:28 UserPrompt deploy
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
03:42:28 UserPrompt deploy
a1d9d8ea selfqa react 65.0% no-feedback Modifying a CLI entry point that imports or references a submodule's exported fu…
11:40:46 PostToolBatch [tool:PostToolBatch] agent tool batch TypeScript ee-tools.ts in muonroi-cli m…
8152d75a selfqa any 65.0% no-feedback When trying to check Jira subtask count via local filesystem instead of API
11:42:39 PostToolBatch [tool:PostToolBatch] agent tool batch TypeScript registry-ee-query.test.ts in…
1ca1295d selfqa any 50.0% no-feedback When finalizing a feature branch and preparing a pull request in a TypeScript pr…
11:44:34 PostToolBatch [tool:PostToolBatch] agent tool batch TypeScript types.ts in muonroi-cli ee t…
355039a3 selfqa react 65.0% FOLLOWED (language_match) When modifying a TypeScript function that returns a union type with a fallback v…
11:44:40 Edit [tool:Edit] modifying code TypeScript types.ts in muonroi-cli ee types.ts pro…
32afbb0a selfqa react 65.0% FOLLOWED (language_match) When adding a new service class in a TypeScript project that uses a registry pat…
11:46:42 Edit [tool:Edit] modifying code TypeScript registry.ts in muonroi-cli tools regist…
613af9ef selfqa react 65.0% FOLLOWED (language_match) Modifying the runPipeline call signature in orchestrator.ts, such as adding or c…
11:54:42 Edit [tool:Edit] modifying code TypeScript types.ts in muonroi-cli ee types.ts pro…
ade441b3 selfqa any 65.0% FOLLOWED (language_match) SSH command fails with exit code 7 (Curl error) due to service restart not compl…
12:10:37 Bash [tool:Bash] running command running script d:, tail -6
34062938 selfqa react 65.0% no-feedback Editing a Node.js script that stores API keys in the OS keychain, which is invok…
13:44:28 PostToolBatch [tool:PostToolBatch] agent tool batch TypeScript client.ts in muonroi-cli ee …
da4d298e selfqa any 65.0% FOLLOWED (domain_command_match) Running a bash command that combines cd and another command with && on Windows
13:47:00 Bash [tool:Bash] running command bunx tsc --noEmit, tail -15 &&
bf2415b0 selfqa any 65.0% FOLLOWED (domain_command_match) When executing a multi-command bash line that sets a variable and then uses it i…
03:02:06 Bash [tool:Bash] running command bunx tsc --noEmit, head -20; echo
c3e6b3de selfqa react 58.0% FOLLOWED (domain_command_match) When investigating build errors in a TypeScript project
03:36:24 Bash [tool:Bash] running command bunx tsc --noEmit, running tests, tail -8
72775755 codex-windows version 2026-06-10T06:41 · 53h48m 40 surf · 2✓ · 2⊘ · 0✗
beb2ad31 principles any 90.0% IGNORED When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
14:09:33 UserPrompt post donor enrich next steps after donor finishes
14:14:19 UserPrompt post donor enrich next steps
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
7154631f behavioral 78.0% IGNORED For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
14:09:33 UserPrompt post donor enrich next steps after donor finishes
14:14:19 UserPrompt post donor enrich next steps
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
07925c74 behavioral 78.0% FOLLOWED (path_match) User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
14:09:33 UserPrompt post donor enrich next steps after donor finishes
14:14:19 UserPrompt post donor enrich next steps
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
14:09:33 UserPrompt post donor enrich next steps after donor finishes
14:14:19 UserPrompt post donor enrich next steps
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
270911d9 behavioral 78.0% no-feedback test gemini rule
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
6db6facd behavioral 78.0% FOLLOWED (path_match) test agy rule
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
9fb246b0 behavioral 78.0% no-feedback When debugging FCD multi-session issues, use /gsd:resume-work to continue — NOT …
12:28:19 UserPrompt gemini memory sync
12:28:36 UserPrompt Gemini and Antigravity Memory Sync
12:28:55 UserPrompt Gemini and Antigravity Memory Sync
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
14:09:33 UserPrompt post donor enrich next steps after donor finishes
14:14:19 UserPrompt post donor enrich next steps
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
14:09:33 UserPrompt post donor enrich next steps after donor finishes
14:14:19 UserPrompt post donor enrich next steps
b4994e44 behavioral any 59.0% no-feedback When [debugging Docker container issues], do [verify container state and logs be…
14:09:33 UserPrompt post donor enrich next steps after donor finishes
18e284ae selfqa 70.0% no-feedback storyflow — ordered procedure to run after a donor source finishes (enrich → gap…
14:09:33 UserPrompt post donor enrich next steps after donor finishes
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
14:14:19 UserPrompt post donor enrich next steps
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
14:14:19 UserPrompt post donor enrich next steps
b6774e66 api ? 2026-06-12T07:57 · 1h17m 32 surf · 0✓ · 0⊘ · 0✗
31fa3f50 behavioral 78.0% no-feedback Never use hardcoded px widths for table columns or panel heights — use flex/grid…
07:57:36 UserPrompt how to invoke native mcp tools name format
08:16:20 UserPrompt muonroi-building-block
09:13:24 UserPrompt caching
09:14:19 UserPrompt 807703fc
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
07:57:36 UserPrompt how to invoke native mcp tools name format
09:13:24 UserPrompt caching
09:14:19 UserPrompt 807703fc
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
07:57:36 UserPrompt how to invoke native mcp tools name format
09:13:24 UserPrompt caching
09:14:19 UserPrompt 807703fc
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
07:57:36 UserPrompt how to invoke native mcp tools name format
08:16:20 UserPrompt muonroi-building-block
09:14:19 UserPrompt 807703fc
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
07:57:36 UserPrompt how to invoke native mcp tools name format
08:16:20 UserPrompt muonroi-building-block
09:14:19 UserPrompt 807703fc
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
07:57:36 UserPrompt how to invoke native mcp tools name format
09:13:24 UserPrompt caching
09:14:19 UserPrompt 807703fc
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
08:16:20 UserPrompt muonroi-building-block
09:13:24 UserPrompt caching
09:14:19 UserPrompt 807703fc
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
07:57:36 UserPrompt how to invoke native mcp tools name format
09:14:19 UserPrompt 807703fc
36c2515e behavioral 78.0% no-feedback How the user wants Claude to develop muonroi-cli — use the live TUI harness for …
07:57:36 UserPrompt how to invoke native mcp tools name format
08:16:20 UserPrompt muonroi-building-block
9b7dd889 behavioral 78.0% no-feedback Every ecosystem package must work standalone AND expose integration points for r…
08:16:20 UserPrompt muonroi-building-block
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
08:16:20 UserPrompt muonroi-building-block
1417052a behavioral 78.0% no-feedback User wants PrimeNG/Material-level design token system — no inline styles, no har…
08:16:20 UserPrompt muonroi-building-block
a328a0fb behavioral 78.0% no-feedback Token efficiency optimizations applied 2026-04-06 — CLAUDE.md split, hooks trimm…
09:13:24 UserPrompt caching
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
09:13:24 UserPrompt caching
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
09:13:24 UserPrompt caching
2391c1d7 api ? 2026-06-12T07:15 · 15m 32 surf · 0✓ · 0⊘ · 0✗
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
36c2515e behavioral 78.0% no-feedback How the user wants Claude to develop muonroi-cli — use the live TUI harness for …
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
9b7dd889 behavioral 78.0% no-feedback Every ecosystem package must work standalone AND expose integration points for r…
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
1417052a behavioral 78.0% no-feedback User wants PrimeNG/Material-level design token system — no inline styles, no har…
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
07:30:23 UserPrompt Muonroi Building Block architectural hidden gems and interesting facts
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
07:15:39 UserPrompt interesting project experiences and lessons learned in muonroi-building-block
f4fc0d4e behavioral 78.0% no-feedback When ecosystem packages have DI/build issues, fix the source in muonroi-building…
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
e3464dc8 behavioral 78.0% no-feedback User rejects workarounds/hacks — always fix the root cause in the source package…
07:15:40 UserPrompt Muonroi Building Block architectural pitfalls and dependency management
f5c62a74 behavioral 78.0% no-feedback All throws in muonroi ecosystem must route through ecosystem Guard, never raw th…
07:16:00 UserPrompt muonroi-docs MCP error invalid_type structuredContent
gate-dbg api ? 2026-06-11T13:06 · 0s 8 surf · 0✓ · 0⊘ · 0✗
9fb246b0 behavioral 78.0% no-feedback When debugging FCD multi-session issues, use /gsd:resume-work to continue — NOT …
13:06:46 UserPrompt migration
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
13:06:46 UserPrompt migration
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
13:06:46 UserPrompt migration
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
13:06:46 UserPrompt migration
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
13:06:46 UserPrompt migration
4f9b1f49 selfqa muonroi-ui-engine 65.0% no-feedback When performing a large-scale migration (e.g., Angular version upgrade) in a pro…
13:06:46 UserPrompt migration
36ed8ff9 selfqa 70.0% no-feedback User is migrating Dell Inspiron 3501 from Windows 11 to Fedora KDE Plasma via du…
13:06:46 UserPrompt migration
d3945a4d selfqa any 50.0% no-feedback When creating a system migration documentation process
13:06:46 UserPrompt migration
pushinj- api ? 2026-06-11T12:56 · 0s 8 surf · 0✓ · 0⊘ · 0✗
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
12:56:59 UserPrompt deploy production migration
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
12:56:59 UserPrompt deploy production migration
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
12:56:59 UserPrompt deploy production migration
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
12:56:59 UserPrompt deploy production migration
8a1b2852 behavioral 78.0% no-feedback Before any DELETE/UPDATE on the DB, ALWAYS run a SELECT first to confirm exactly…
12:56:59 UserPrompt deploy production migration
f7c60f3e behavioral 78.0% no-feedback AI commonly misses tenant boundary and auth guard — verify all 3 before every en…
12:56:59 UserPrompt deploy production migration
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
12:56:59 UserPrompt deploy production migration
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
12:56:59 UserPrompt deploy production migration
pushinj- api ? 2026-06-11T12:56 · 0s 8 surf · 0✓ · 0⊘ · 0✗
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
12:56:48 UserPrompt deploy production migration
9fb246b0 behavioral 78.0% no-feedback When debugging FCD multi-session issues, use /gsd:resume-work to continue — NOT …
12:56:48 UserPrompt deploy production migration
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
12:56:48 UserPrompt deploy production migration
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
12:56:48 UserPrompt deploy production migration
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
12:56:48 UserPrompt deploy production migration
4f9b1f49 selfqa muonroi-ui-engine 65.0% no-feedback When performing a large-scale migration (e.g., Angular version upgrade) in a pro…
12:56:48 UserPrompt deploy production migration
daa33cab selfqa 70.0% no-feedback Verified procedure to manually finalize ONE story into production + sync its con…
12:56:48 UserPrompt deploy production migration
d3945a4d selfqa any 50.0% no-feedback When creating a system migration documentation process
12:56:48 UserPrompt deploy production migration
gatechec api ? 2026-06-11T12:38 · 10s 16 surf · 0✓ · 0⊘ · 0✗
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
12:38:38 UserPrompt auth
12:38:48 UserPrompt authentication oauth token handling deploy
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
12:38:38 UserPrompt auth
12:38:48 UserPrompt authentication oauth token handling deploy
f7c60f3e behavioral 78.0% no-feedback AI commonly misses tenant boundary and auth guard — verify all 3 before every en…
12:38:38 UserPrompt auth
12:38:48 UserPrompt authentication oauth token handling deploy
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
12:38:38 UserPrompt auth
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
12:38:38 UserPrompt auth
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
12:38:38 UserPrompt auth
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
12:38:38 UserPrompt auth
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
12:38:38 UserPrompt auth
a328a0fb behavioral 78.0% no-feedback Token efficiency optimizations applied 2026-04-06 — CLAUDE.md split, hooks trimm…
12:38:48 UserPrompt authentication oauth token handling deploy
5242df1c selfqa react 65.0% no-feedback Modifying the OAuth token exchange logic to extract user info from id_token inst…
12:38:48 UserPrompt authentication oauth token handling deploy
0216e6d0 selfqa react 65.0% no-feedback When adding or modifying OAuth authentication providers in a TypeScript CLI proj…
12:38:48 UserPrompt authentication oauth token handling deploy
bc6832f9 selfqa any 65.0% no-feedback Using gh api with --jq filter that references fields not available in the API re…
12:38:48 UserPrompt authentication oauth token handling deploy
8245c806 selfqa dotnet 50.0% no-feedback When modifying error handling in a gRPC interceptor and needing to verify change…
12:38:48 UserPrompt authentication oauth token handling deploy
repoint- api ? 2026-06-11T11:55 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
11:55:14 UserPrompt experience-engine recall scope filter
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
11:55:14 UserPrompt experience-engine recall scope filter
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
11:55:14 UserPrompt experience-engine recall scope filter
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
11:55:14 UserPrompt experience-engine recall scope filter
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
11:55:14 UserPrompt experience-engine recall scope filter
b39bee6b behavioral 78.0% no-feedback gsd-executor agents sometimes filter tests or misreport \"pre-existing failures\…
11:55:14 UserPrompt experience-engine recall scope filter
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
11:55:14 UserPrompt experience-engine recall scope filter
9b7dd889 behavioral 78.0% no-feedback Every ecosystem package must work standalone AND expose integration points for r…
11:55:14 UserPrompt experience-engine recall scope filter
repoint- api ? 2026-06-11T11:54 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
11:54:11 UserPrompt experience-engine recall scope filter
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
11:54:11 UserPrompt experience-engine recall scope filter
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
11:54:11 UserPrompt experience-engine recall scope filter
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
11:54:11 UserPrompt experience-engine recall scope filter
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
11:54:11 UserPrompt experience-engine recall scope filter
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
11:54:11 UserPrompt experience-engine recall scope filter
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
11:54:11 UserPrompt experience-engine recall scope filter
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
11:54:11 UserPrompt experience-engine recall scope filter
repoint- api ? 2026-06-11T11:53 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
11:53:18 UserPrompt experience-engine recall scope filter
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
11:53:18 UserPrompt experience-engine recall scope filter
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
11:53:18 UserPrompt experience-engine recall scope filter
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
11:53:18 UserPrompt experience-engine recall scope filter
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
11:53:18 UserPrompt experience-engine recall scope filter
b39bee6b behavioral 78.0% no-feedback gsd-executor agents sometimes filter tests or misreport \"pre-existing failures\…
11:53:18 UserPrompt experience-engine recall scope filter
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
11:53:18 UserPrompt experience-engine recall scope filter
9b7dd889 behavioral 78.0% no-feedback Every ecosystem package must work standalone AND expose integration points for r…
11:53:18 UserPrompt experience-engine recall scope filter
repoint- api ? 2026-06-11T11:52 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
11:52:35 UserPrompt experience-engine recall scope filter
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
11:52:35 UserPrompt experience-engine recall scope filter
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
11:52:35 UserPrompt experience-engine recall scope filter
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
11:52:35 UserPrompt experience-engine recall scope filter
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
11:52:35 UserPrompt experience-engine recall scope filter
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
11:52:35 UserPrompt experience-engine recall scope filter
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
11:52:35 UserPrompt experience-engine recall scope filter
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
11:52:35 UserPrompt experience-engine recall scope filter
9bb4c299 codex-windows muonroi.logging.abstractions 2026-06-11T09:37 · 24m ⚠ silent: 69 intercepts · 0 surfaced
Brain saw 69 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
acefd9a5 api ? 2026-06-11T09:59 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
09:59:40 UserPrompt deploy
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
09:59:40 UserPrompt deploy
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
09:59:40 UserPrompt deploy
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
09:59:40 UserPrompt deploy
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
09:59:40 UserPrompt deploy
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
09:59:40 UserPrompt deploy
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
09:59:40 UserPrompt deploy
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
09:59:40 UserPrompt deploy
9a6cee18 codex-windows workflows 2026-06-10T17:13 · 16h22m 3 surf · 1✓ · 0⊘ · 0✗
8d70ac4c selfqa any 50.0% no-feedback When investigating and modifying test behavior related to rule engine execution …
17:15:37 PostToolBatch [tool:PostToolBatch] agent tool batch C# RulesEngineService.cs in Muonroi.Rul…
01:55:32 PostToolBatch [tool:PostToolBatch] agent tool batch C# RuleSetStatus.cs in Muonroi.RuleEngi…
46a0335a selfqa FOLLOWED (path_match)
01:20:54 Bash [tool:Bash] running command text processing, reactflow\, ReactFlow" $RC 2>/de…
07f51432 codex-windows canvas 2026-06-11T02:56 · 5h7m ⚠ silent: 103 intercepts · 0 surfaced
Brain saw 103 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
b96006c2 codex-windows service-not-registered 2026-06-11T06:52 · 1h11m ⚠ silent: 235 intercepts · 0 surfaced
Brain saw 235 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
6f11894c codex-windows .planning 2026-06-10T06:44 · 23h18m ⚠ silent: 229 intercepts · 0 surfaced
Brain saw 229 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
diff-che api ? 2026-06-11T03:42 · 0s 8 surf · 0✓ · 1⊘ · 0✗
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
07925c74 behavioral 78.0% IGNORED User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
e3f41bf7 behavioral 78.0% no-feedback Determines when to modify library vs consumer code — library for common/generic,…
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
d1934712 selfqa 70.0% no-feedback Metadata + chapter-title-diacritic enrich for storyflow corpus: fix empty author…
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
4c81b5ca selfqa 70.0% no-feedback Phase-A pilot results for multi-source enrichment (de-ba SSOT fix); why blanket …
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
e5a1d9e3 selfqa 70.0% no-feedback StoryFlow reading-progress model — single in-progress chapter per story + last-p…
03:42:59 UserPrompt enrich chapter content after donor finishes — what to do, why, rule or procedure
verify-u api ? 2026-06-11T03:38 · 0s 8 surf · 0✓ · 1⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
03:38:21 UserPrompt experience-engine deploy restart
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
03:38:21 UserPrompt experience-engine deploy restart
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
03:38:21 UserPrompt experience-engine deploy restart
07925c74 behavioral 78.0% IGNORED User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
03:38:21 UserPrompt experience-engine deploy restart
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
03:38:21 UserPrompt experience-engine deploy restart
807703fc behavioral 78.0% no-feedback For temporary/review-only artifacts (diagnostics pages, test endpoints), don't a…
03:38:21 UserPrompt experience-engine deploy restart
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
03:38:21 UserPrompt experience-engine deploy restart
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
03:38:21 UserPrompt experience-engine deploy restart
verify-s api ? 2026-06-11T03:30 · 0s 8 surf · 0✓ · 1⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
03:30:06 UserPrompt experience-engine recall scope filter
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
03:30:06 UserPrompt experience-engine recall scope filter
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
03:30:06 UserPrompt experience-engine recall scope filter
3589e10d behavioral 78.0% no-feedback /ideal vendor rule — empty folder ⇒ scaffold into Muonroi ecosystem; existing fo…
03:30:06 UserPrompt experience-engine recall scope filter
07925c74 behavioral 78.0% IGNORED User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
03:30:06 UserPrompt experience-engine recall scope filter
d1dc7782 behavioral 78.0% no-feedback Always run bulk-extract and enrichMeta locally on Windows, never from VPS — VPS …
03:30:06 UserPrompt experience-engine recall scope filter
febdb313 behavioral 78.0% no-feedback Operating contract for self-developing muonroi-cli: full autonomy, one safety pr…
03:30:06 UserPrompt experience-engine recall scope filter
6a7b01c4 behavioral 78.0% no-feedback Never improve UI/UX in consumer apps (ePORT). Only fix at library level. Consume…
03:30:06 UserPrompt experience-engine recall scope filter
4e46a75a codex-windows conflict-sidebar 2026-06-10T06:41 · 20h10m 1 surf · 1✓ · 0⊘ · 0✗
cb8552d0 selfqa FOLLOWED (path_match)
11:49:09 run_shell_command [tool:run_shell_command] using run_shell_command
rank-245 unknown ? 2026-06-11T02:14 · 0s 8 surf · 0✓ · 0⊘ · 0✗
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
51fa706e behavioral 78.0% no-feedback How to investigate before concluding/fixing — slow down, probe multiple cases, a…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
1417052a behavioral 78.0% no-feedback User wants PrimeNG/Material-level design token system — no inline styles, no har…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
e5a1d9e3 selfqa 70.0% no-feedback StoryFlow reading-progress model — single in-progress chapter per story + last-p…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
7f1b2641 selfqa 70.0% no-feedback StoryFlow SEO infra — Vietnamese URL scheme, Express 301s, sitemap-under-/api ro…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
e2f4d1f4 selfqa muonroi-ui-engine 65.0% no-feedback Agent edits CSS to adjust spacing or positioning without considering the intende…
02:14:47 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
uniq-244 unknown ? 2026-06-11T02:03 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
51fa706e behavioral 78.0% no-feedback How to investigate before concluding/fixing — slow down, probe multiple cases, a…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
1417052a behavioral 78.0% no-feedback User wants PrimeNG/Material-level design token system — no inline styles, no har…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
8a1b2852 behavioral 78.0% no-feedback Before any DELETE/UPDATE on the DB, ALWAYS run a SELECT first to confirm exactly…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
02:03:51 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
thintest unknown ? 2026-06-11T02:02 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
51fa706e behavioral 78.0% no-feedback How to investigate before concluding/fixing — slow down, probe multiple cases, a…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
1417052a behavioral 78.0% no-feedback User wants PrimeNG/Material-level design token system — no inline styles, no har…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
8a1b2852 behavioral 78.0% no-feedback Before any DELETE/UPDATE on the DB, ALWAYS run a SELECT first to confirm exactly…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
02:02:58 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
thintest unknown ? 2026-06-11T02:02 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
51fa706e behavioral 78.0% no-feedback How to investigate before concluding/fixing — slow down, probe multiple cases, a…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
1417052a behavioral 78.0% no-feedback User wants PrimeNG/Material-level design token system — no inline styles, no har…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
8a1b2852 behavioral 78.0% no-feedback Before any DELETE/UPDATE on the DB, ALWAYS run a SELECT first to confirm exactly…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
02:02:48 UserPrompt storyflow chapter pagination infinite scroll angular performance best practice
dbg4-242 api ? 2026-06-11T01:51 · 0s 8 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
6520e3c5 behavioral 78.0% no-feedback Prefer dispatching plan-writing, research, and other large-context tasks to Haik…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
e3b32765 behavioral 78.0% no-feedback User prefers decisive recommendations over option-presenting; only ask when genu…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
7154631f behavioral 78.0% no-feedback For bulk seeding/migrating to vector stores or persistent DBs, user prefers Cola…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
51fa706e behavioral 78.0% no-feedback How to investigate before concluding/fixing — slow down, probe multiple cases, a…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
8a1b2852 behavioral 78.0% no-feedback Before any DELETE/UPDATE on the DB, ALWAYS run a SELECT first to confirm exactly…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
07925c74 behavioral 78.0% no-feedback User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
31fa3f50 behavioral 78.0% no-feedback Never use hardcoded px widths for table columns or panel heights — use flex/grid…
01:51:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
dbg3-242 api ? 2026-06-11T01:47 · 0s 2 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
01:47:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
8152d75a selfqa any 65.0% no-feedback When trying to check Jira subtask count via local filesystem instead of API
01:47:35 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
postfix- api ? 2026-06-11T01:45 · 0s 2 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
01:45:13 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
8152d75a selfqa any 65.0% no-feedback When trying to check Jira subtask count via local filesystem instead of API
01:45:13 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
rdbg-240 api ? 2026-06-11T01:38 · 0s 1 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
01:38:00 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
diag2-24 api ? 2026-06-11T01:35 · 0s 1 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
01:35:30 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
diag-240 api ? 2026-06-11T01:34 · 0s 1 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
01:34:07 UserPrompt storyflow chapter list pagination rate limit lazy loading best practice
isolatio api ? 2026-06-10T17:21 · 0s 1 surf · 0✓ · 0⊘ · 0✗
beb2ad31 principles any 90.0% no-feedback When [a PreToolUse hint (⚠️ [Experience] or 💡 [Suggestion]) shaped your tool ca…
17:21:17 UserPrompt [tool:UserPrompt] using UserPrompt
10496d4d codex-windows workflows 2026-06-10T16:27 · 47m ⚠ silent: 278 intercepts · 0 surfaced
Brain saw 278 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
2e46da82 codex-windows workflows 2026-06-10T16:59 · 13m ⚠ silent: 68 intercepts · 0 surfaced
Brain saw 68 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
9faa35f4 codex-windows chapter-reader 2026-06-10T16:05 · 1h 2 surf · 2✓ · 0⊘ · 0✗
46a0335a selfqa FOLLOWED (path_match)
16:13:02 Bash [tool:Bash] running command inline script execution
983e9394 selfqa muonroi-ui-engine 65.0% FOLLOWED (language_match) Adding a new using directive or changing a namespace in a controller file
16:21:00 Edit [tool:Edit] modifying code TypeScript translations.ts in core i18n translatio…
ebc1c271 codex-windows workflows 2026-06-10T15:45 · 1h16m 1 surf · 1✓ · 0⊘ · 0✗
07925c74 behavioral 78.0% FOLLOWED (path_match) User wants incremental fixes not full pipeline reruns, and interaction bridge mu…
15:50:57 Bash [tool:Bash] running command git operations using ICopilotDraftService
7934b553 codex-windows workflows 2026-06-10T16:02 · 25m ⚠ silent: 90 intercepts · 0 surfaced
Brain saw 90 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
8905f998 codex-windows muonroi_vps_rsa 2026-06-09T14:26 · 25h26m 3 surf · 1✓ · 0⊘ · 0✗
46a0335a selfqa FOLLOWED (path_match)
12:29:24 Bash [tool:Bash] running command remote access, heredoc input
13:08:16 Bash [tool:Bash] running command remote access, heredoc input, inline script execu…
13:10:39 Bash [tool:Bash] running command remote access, text processing, head -1, text pro…
fd2fdcd3 codex-windows workflows 2026-06-10T14:52 · 52m ⚠ silent: 140 intercepts · 0 surfaced
Brain saw 140 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
82d795b7 codex-windows workflows 2026-06-10T12:30 · 3h8m ⚠ silent: 342 intercepts · 0 surfaced
Brain saw 342 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
85155d47 codex-windows workflows 2026-06-10T12:43 · 2h8m 1 surf · 0✓ · 0⊘ · 1✗
300e0930 selfqa any 54.0% IRRELEVANT (wrong_repo) When initiating a discussion phase in a project workflow to extract implementati…
12:45:14 Bash [tool:Bash] running command cd /d/sources/Core/docs-intelligent gsd-sdk, head…
1a4006bb codex-windows workflows 2026-06-10T12:14 · 27m 1 surf · 1✓ · 0⊘ · 0✗
46a0335a selfqa FOLLOWED (path_match)
12:34:00 Bash [tool:Bash] running command cd "D:/sources/Core/docs-intelligent" &&
8a3e69de codex-windows workflows 2026-06-10T11:57 · 32m ⚠ silent: 115 intercepts · 0 surfaced
Brain saw 115 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
31c002f4 codex-windows muonroi-ui-engine 2026-06-10T06:41 · 5h28m ⚠ silent: 773 intercepts · 0 surfaced
Brain saw 773 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
ccec1d6d codex-windows workflows 2026-06-10T09:51 · 46m ⚠ silent: 271 intercepts · 0 surfaced
Brain saw 271 tool calls in this session but never surfaced a hint. Possible causes: confidence below threshold, scope filters excluded all candidates, or no relevant principle exists for this project/language combination yet.
Sources: activity.jsonl.1, activity.jsonl · lines scanned: 46368 · qdrant points: 381 · build time: 7995ms