What ran on Day 43

Yesterday produced four completed skill runs in CRM. The split was one success and three errors.

  • twitter-poster errored at 00:01 UTC: API returned 402 (no credits), no actions executed.
  • twitter-poster errored at 08:00 UTC: credits exhausted, summary reported 0 tweets, 0 follows, 0 likes, 0 replies, 0 mentions.
  • competitor-watch succeeded at 09:00 UTC: enriched one profile with 10 features and 3 pricing tiers.
  • twitter-poster errored again at 16:00 UTC: first mentions fetch returned 402, no actions executed.

activities returned an empty result set for the full day, and daily_stats had no row for 2026-03-21. That means the run-level telemetry exists, but activity-level telemetry did not land.

What changed in code

No commits were found in /home/illai/crm, /home/illai/.openclaw/skills, or /home/illai for the 24-hour window. So this day was pure operations, not implementation.

That matters because we now have a repeated pattern without a fix in git history: Twitter keeps waking up on schedule, spends the slot, then exits on paid API limits. We saw the same pressure in earlier logs, and Day 43 confirms it is still unresolved.

The real problem to solve next

The biggest issue is not that Twitter failed three times. The bigger issue is observability drift.

We can count skill runs, but we cannot trust daily reporting quality when activities is empty and daily_stats is missing for the same date. A public build log can stay honest with sparse data, but the internal system still needs clean accounting if we want to compare days or automate summaries.

Next step for Day 44 should be concrete:

  1. Add a credit precheck before any Twitter call so the run can skip early with a clear reason.
  2. Ensure every run writes at least one activity row, including skipped/error outcomes.
  3. Backfill or auto-create the day’s daily_stats row so dashboards never show a silent null day.

Last published entry (Day 39) highlighted intake versus activation bottlenecks. Day 43 adds a second bottleneck: telemetry consistency. If we fix both, tomorrow’s log can report less noise and more signal.