Updated 05/07/2026, 12:42:21
Crown Cron Evidence
Daily dogfood evidence for OpenClaw/Crown scheduled jobs: which crons run locally, which model handled them, whether they succeeded repeatedly, and what model class appears to fit each cron type.
64
Enabled crons
64
Local-only routes
0
Paid routes
0
Current risk jobs
3
Semantic warnings
Local-only routing is clean
No enabled cron job currently has a paid/non-local primary or fallback route.
Daily local-cron reliability history
One snapshot per day, retained for 30 days. This is the proof trail for repeated local-model cron operation.
| Date | Enabled | Local-only | Paid | Risk | Semantic warn | Best observed local model |
|---|---|---|---|---|---|---|
| 2026-07-05 | 64 | 64 | 0 | 0 | 3 | local-mtplx/mtplx-qwen36-27b-optimized-speed (100%, 702 runs) |
Model reliability, last 7 days
| Model | Runs | OK | Warn | Avg |
|---|---|---|---|---|
| local-mtplx/mtplx-qwen36-27b-optimized-speed | 702 | 100% | 0 | 74s |
| local-qwen-coder/qwen-coder | 195 | 96% | 1 | 31s |
| local-ds4/deepseek-chat | 61 | 80% | 5 | 159s |
| <unset> | 56 | 0% | 10 | 268s |
| gpt-5.5 | 7 | 86% | 1 | 52s |
Cron class fit, last 7 days
| Class | Runs | OK | Warn | Avg |
|---|---|---|---|---|
| watchdog-health | 586 | 96% | 9 | 54s |
| email-triage | 181 | 95% | 4 | 35s |
| general | 102 | 72% | 1 | 188s |
| skill-training | 40 | 90% | 0 | 131s |
| memory | 38 | 92% | 0 | 210s |
| release-watch | 29 | 90% | 0 | 125s |
| foundry-eval | 24 | 83% | 1 | 196s |
| backup | 21 | 91% | 2 | 242s |
Current routing recommendations
watchdog-health
local-ds4/deepseek-chat
Fallback: local-mtplx/mtplx-qwen36-27b-optimized-speed
Short frequent checks need low overhead; escalate to MTPLX only when DS4 times out or needs broader reasoning.
release-watch
local-mtplx/mtplx-qwen36-27b-optimized-speed
Fallback: local-qwen-coder/qwen-coder
Longer browsing/metadata synthesis has already been more stable on MTPLX than DS4.
foundry-eval
local-mtplx/mtplx-qwen36-27b-optimized-speed
Fallback: local-qwen-coder/qwen-coder
Project/eval jobs need more context and tool discipline; Qwen-Coder is useful for code/test fallback.
email-triage
local-mtplx/mtplx-qwen36-27b-optimized-speed
Fallback: local-qwen-coder/qwen-coder
DS4 hit a model-call timeout on Daily Lilly email triage; MTPLX passed the shortened prompt locally.
Jobs needing attention
Calendar audit (4am nightly)
main • local-ds4/deepseek-chat • semantic_warn
No local calendar tools are available — no `icalBuddy`, no calendar SQLite database accessible, no calendar files in Spotlight. I can't read the local Apple Calendar database directly. I'll note this limitation and report that the calendar audit cannot be performed this cycle due to missing tooling/database access. OK: Calendar audit ran but could not access local calendar — no `icalBuddy`, no Calendar.sqlite, no calendar files found via Spotlight. Unable to verify upcoming appointments for th
Restic daily backup (4am)
main • local-ds4/deepseek-chat • semantic_warn
The restic backup failed — authorization timeout. Likely the RESTIC_PASSWORD or RESTIC_REPOSITION variable isn't set, or the restic binary isn't configured for non-interactive use. BROKEN: exit code 1 — stderr: "error initializing client: authorization timeout". The restic repository password or credentials are not available non-interactively (likely missing RESTIC_PASSWORD env var or requires a keychain/restic-composer password prompt). Check `/Users/lilly/clawd/scripts/restic-backup.sh` for e
Session backup to NAS (daily 2am)
main • local-ds4/deepseek-chat • semantic_warn
The script produced no output and was killed after exceeding the timeout. The backup failed — likely the SSH connection to the NAS is blocked or unreachable from this sandbox. BROKEN: backup-sessions.sh timed out (600s) with no output — SSH to NAS host (automation-ssh@100.70.109.4) appears unreachable or blocked from the sandbox execution environment. The `set -e` would exit on SSH failure, but no stderr was captured. Next step: check NAS SSH connectivity directly or verify the backup script wo
Slowest latest cron runs
Tes MTPLX runtime watch
tes • local-ds4/deepseek-chat
533s
weekly-skill-maintenance-report
cto • local-ds4/deepseek-chat
525s
Memory Dreaming Promotion
• local-ds4/deepseek-chat
514s
Weekly Strategy Memo
• local-ds4/deepseek-chat
509s
Session backup to NAS (daily 2am)
main • local-ds4/deepseek-chat
499s
weekly-autoresearch-mlx-update
cto • local-ds4/deepseek-chat
468s
Weekly Foundry OpenClaw adoption monitor
main • local-ds4/deepseek-chat
463s
Tes weekly runtime project update
tes • local-mtplx/mtplx-qwen36-27b-optimized-speed
450s
skill-training-vale
researcher • local-ds4/deepseek-chat
447s
Mason memory consolidation (dream)
cto • local-ds4/deepseek-chat
423s
All enabled cron routes
Memory Dreaming Promotion / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 514s 7d 7/7 ok
Monthly Security Audit Reminder / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 148s 7d 1/1 ok
Weekly Strategy Memo / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 509s 7d 1/3 ok
skill-training-mason builder / skill-training
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-qwen-coder/qwen-coder, local-mtplx/mtplx-qwen36-27b-optimized-speed ✓ ok ⏱ 66s 7d 6/8 ok
skill-training-riff creative / skill-training
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 127s 7d 7/7 ok
Bob daily local-routing cron results check cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-qwen-coder/qwen-coder, local-mtplx/mtplx-qwen36-27b-optimized-speed ✓ ok ⏱ 118s 7d 8/9 ok
Bob watch Memory Dreaming Promotion after 3am cto / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 41s 7d 7/9 ok
Bob: Weekly workspace hygiene audit cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 238s 7d 1/1 ok
Learnings compliance audit (weekly) cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 30s 7d 1/1 ok
Mason memory consolidation (dream) cto / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-qwen-coder/qwen-coder, local-mtplx/mtplx-qwen36-27b-optimized-speed ✓ ok ⏱ 423s 7d 2/2 ok
Model comparison: Generate test outputs (Thu night) cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 318s 7d 1/1 ok
Polly memory consolidation (dream) cto / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 330s 7d 1/1 ok
Quinn memory consolidation (dream) cto / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 83s 7d 1/1 ok
Qwen3.5-Omni GGUF tracker cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 148s 7d 3/3 ok
Riff memory consolidation (dream) cto / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 83s 7d 1/1 ok
Scout memory consolidation (dream) cto / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 139s 7d 1/1 ok
Supabase Atelier health check (daily) cto / watchdog-health
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-qwen-coder/qwen-coder, local-mtplx/mtplx-qwen36-27b-optimized-speed ✓ ok ⏱ 141s 7d 7/7 ok
TurboQuant tracker cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 59s 7d 2/2 ok
Vale memory consolidation (dream) cto / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 104s 7d 1/1 ok
Weekly dependency security audit cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-qwen-coder/qwen-coder, local-mtplx/mtplx-qwen36-27b-optimized-speed ✓ ok ⏱ 242s 7d 1/2 ok
weekly-autoresearch-mlx-update cto / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 468s 7d 1/2 ok
weekly-skill-maintenance-report cto / skill-training
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 525s 7d 1/2 ok
Bob weekly health check (Mon 10am) main / watchdog-health
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 280s 7d 1/1 ok
Calendar audit (4am nightly) main / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 169s 7d 6/10 ok
Daily Lilly email triage main / email-triage
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 18s 7d 7/13 ok
Forge memory-first morning summary main / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 129s 7d 7/8 ok
Forge memory-first overnight MC monitor main / watchdog-health
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder, local-ds4/deepseek-chat ✓ ok ⏱ 56s 7d 326/345 ok
Ged's Birthday + £10k MRR Challenge main / general
local-only 🤖 <unset> ✓ ⏱ — 7d 0/0 ok
Log rotation (5am daily) main / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 48s 7d 7/8 ok
Morning briefing (07:30) main / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 47s 7d 4/13 ok
Nightly Mac security check (midnight) main / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 87s 7d 7/7 ok
Nightly backup (3am) main / backup
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 198s 7d 7/7 ok
Reminder: Warriner SAR follow-up email main / email-triage
local-only 🤖 <unset> ✓ ok ⏱ 1ms 7d 0/0 ok
Restic daily backup (4am) main / backup
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 218s 7d 6/7 ok
Security report summary (07:15 daily) main / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 185s 7d 5/12 ok
Session backup to NAS (daily 2am) main / backup
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 499s 7d 6/7 ok
Session cleanup (weekly, Sun 5am) main / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 194s 7d 1/1 ok
Squad monthly review (1st of month) main / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 113s 7d 1/1 ok
Urgent Gmail triage safety net main / email-triage
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 22s 7d 165/168 ok
Weekly Foundry OpenClaw adoption monitor main / watchdog-health
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 463s 7d 1/1 ok
Weekly Skill Audit main / skill-training
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder, local-ds4/deepseek-chat ✓ ok ⏱ 62s 7d 1/2 ok
daily-local-memory-audit main / memory
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 101s 7d 7/7 ok
memory-wiki weekly health report main / watchdog-health
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-qwen-coder/qwen-coder, local-mtplx/mtplx-qwen36-27b-optimized-speed ✓ ok ⏱ 63s 7d 1/5 ok
skill-training-polly polly / skill-training
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 89s 7d 7/7 ok
skill-training-quinn quinn / skill-training
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 138s 7d 7/7 ok
skill-training-vale researcher / skill-training
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 447s 7d 7/7 ok
Crown evidence collector to Silicon Bench daily tes / general
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 46s 7d 3/3 ok
DS4 cron provider watchdog tes / watchdog-health
local-only 🤖 local-qwen-coder/qwen-coder ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed ✓ ok ⏱ 8s 7d 160/160 ok
Daily OpenClaw cron failure report local tes / general
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 294s 7d 3/3 ok
Nightly triple-lane eval report refresh tes / foundry-eval
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 152s 7d 7/7 ok
Tes DS4 primary cron provider health quiet tes / watchdog-health
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 32s 7d 57/59 ok
Tes LALO local stack monitor tes / watchdog-health
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 107s 7d 7/8 ok
Tes LocalMaxxing queue depth guard tes / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 80s 7d 7/7 ok
Tes MTPLX runtime watch tes / foundry-eval
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 533s 7d 1/1 ok
Tes daily LLM release tracker tes / release-watch
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 183s 7d 9/10 ok
Tes daily exo repo watch tes / release-watch
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 76s 7d 6/6 ok
Tes local model radar (daily) tes / release-watch
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 42s 7d 7/7 ok
Tes nightly Apple Silicon runtime project work tes / foundry-eval
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 100s 7d 8/10 ok
Tes nightly local model test cycle tes / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 12s 7d 5/7 ok
Tes transformers.js daily report tes / general
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 314s 7d 4/5 ok
Tes weekly Foundry ↔ Local LLM Stats alignment review tes / foundry-eval
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 20s 7d 1/1 ok
Tes weekly kernel/runtime optimisation pass tes / foundry-eval
local-only 🤖 local-ds4/deepseek-chat ⬅️ local-mtplx/mtplx-qwen36-27b-optimized-speed, local-qwen-coder/qwen-coder ✓ ok ⏱ 239s 7d 1/1 ok
Tes weekly local LLM watch tes / release-watch
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 49s 7d 4/6 ok
Tes weekly runtime project update tes / foundry-eval
local-only 🤖 local-mtplx/mtplx-qwen36-27b-optimized-speed ⬅️ local-qwen-coder/qwen-coder ✓ ok ⏱ 450s 7d 2/4 ok