@aaronjmars(@aaronjmars):we're serious about @aeonframework autonomy ⭐ here is how aeon self-healing features works: - every skill run gets scored 1–5 by Haiku and appended to a 30-run rolling history with any failure flags attached. - heartbeat reads that history daily and flags what's stuck, missing, or failing on a schedule nobody's watching. - skill-health reads the shape of the history rather than the last run. a skill drifting from 5s to 3s is a problem before it's an outage. - three consecutive failures fire skill-repair automatically: diagnose the root cause, patch the skill, close the issue. - self-improve rewrites prompts and configs from the accumulated data, which changes the runs that produce the next batch of data.

2026.07.27 14:11

we're serious about @aeonframework autonomy ⭐ here is how aeon self-healing features works: - every skill run gets scored 1–5 by Haiku and appended to a 30-run rolling history with any failure flags attached. - heartbeat reads that history daily and flags what's stuck, missing, or failing on a schedule nobody's watching. - skill-health reads the shape of the history rather than the last run. a skill drifting from 5s to 3s is a problem before it's an outage. - three consecutive failures fire skill-repair automatically: diagnose the root cause, patch the skill, close the issue. - self-improve rewrites prompts and configs from the accumulated data, which changes the runs that produce the next batch of data.