User feedback: "this should work for any task, not just calendar.
this learning flow must be strongly engrained to ensure openclaw
gets better over time."
The v3 rules were buried at the bottom of TOOLS.md and only stated
in workflow language. Three changes to make the rule unavoidable:
1. **SOUL.md** — new marker-delimited section "Learning is your
identity" inserted before ## Boundaries. AGENTS.md tells the
agent to read SOUL.md first every session, so this is now the
FIRST thing the agent loads about itself. Frames learning as
character, not procedure.
2. **TOOLS.md v4** — section moved from the END of the file to
right after the `# TOOLS.md` title (first substantive content
on file load). Title strengthened: "THE FLOW — run this on
EVERY task. Not just hard ones." Concrete examples explicitly
call out diverse domains (calendar, frigate restart, disk
usage, inbox summary, deploys) so the universality is
unmistakable.
3. **learn-from-tasks skill** — opens with "This is universal.
EVERY task runs through this flow — not just hard ones, not
just unfamiliar ones. The save at the end is mandatory."
The actual flow (know → ask devvm → save) is unchanged. What
changed is salience: the rule is now the first thing the agent
encounters in three independent surfaces, with stronger framing
that makes "skipping the save" feel like a violation of identity
rather than a missed optimisation.
Marker bumped v3 → v4. Stripper handles v1-v9 idempotently.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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