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Viktor Barzin dbb3dc04d3 openclaw: engrain the learning loop at the identity level 
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>
2026-05-22 14:17:01 +00:00
..
_template ingress_factory: replace protected bool with auth enum + audit pass across 100 stacks 2026-05-22 14:16:42 +00:00
actualbudget recruiter-responder: bump image_tag to 189ef901 2026-05-22 14:16:49 +00:00
affine recruiter-responder: bump image_tag to 189ef901 2026-05-22 14:16:49 +00:00
authentik authentik: worker replicas 3 -> 2 2026-05-22 14:17:00 +00:00
beads-server beads-server: codify Keel annotations on Dolt deployment (drift cleanup) 2026-05-22 14:16:57 +00:00
blog final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
broker-sync broker-sync(fidelity): un-suspend monthly CronJob 2026-05-22 14:16:56 +00:00
calico security(wave1): W1.6 expand observation from recruiter-responder pilot → tier 3+4 (82 namespaces) 2026-05-22 14:17:00 +00:00
changedetection enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
chrome-service recruiter-responder: bump image_tag to 189ef901 2026-05-22 14:16:49 +00:00
city-guesser enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
claude-agent-service recruiter-triage: AI culture & tooling section + warm-engage AI ask 2026-05-22 14:16:50 +00:00
claude-memory recruiter-responder: bump image_tag to 189ef901 2026-05-22 14:16:49 +00:00
cloudflared keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
cnpg [infra] Suppress Goldilocks vpa-update-mode label drift on all namespaces [ci skip] 2026-04-18 21:15:27 +00:00
coturn enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
crowdsec keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
cyberchef final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
dashy enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
dawarich enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
dbaas dbaas: opt MySQL out of Keel + add do-not-bump warning 2026-05-22 14:16:59 +00:00
descheduler keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
diun enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
ebook2audiobook enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
ebooks enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
echo enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
excalidraw enrolled-patch stacks: ignore image drift from Keel auto-update 2026-05-22 14:16:51 +00:00
external-secrets recruiter-responder: bump image_tag to 189ef901 2026-05-22 14:16:49 +00:00
f1-stream final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
fire-planner ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
foolery recruiter-responder: bump image_tag to 189ef901 2026-05-22 14:16:49 +00:00
forgejo forgejo: disable source archive ZIP/TAR downloads 2026-05-22 14:17:00 +00:00
freedify recruiter-responder: bump image_tag to 189ef901 2026-05-22 14:16:49 +00:00
freshrss infra: add kubectl + authentik providers across 6 stacks 2026-05-22 14:17:00 +00:00
frigate ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
grampsweb ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
hackmd ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
headscale keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
health ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
hermes-agent ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
homepage final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
immich final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
infra [forgejo] Phases 3+4+5: cutover, decommission, docs sweep 2026-05-07 23:29:34 +00:00
infra-maintenance [infra] Sweep dns_config ignore_changes across all pod-owning resources [ci skip] 2026-04-18 21:19:48 +00:00
insta2spotify ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
instagram-poster Bucket A retrigger + Bucket D enrollment (5 module-nested stacks) 2026-05-22 14:16:55 +00:00
isponsorblocktv ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
job-hunter ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
jsoncrack final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
k8s-dashboard final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
k8s-portal Bucket A retrigger + Bucket D enrollment (5 module-nested stacks) 2026-05-22 14:16:55 +00:00
k8s-version-upgrade k8s-version-upgrade: kill-switch + ignore RecentNodeReboot + shorter quiet window 2026-05-22 14:17:00 +00:00
keel upgrade-state: skill + script + Keel scrape for periodic three-pipeline audit 2026-05-22 14:16:57 +00:00
kms final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
kured ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
kyverno trading-bot: revive K8s stack + add meet-kevin-watcher 2026-05-22 14:17:01 +00:00
linkwarden infra: add kubectl + authentik providers across 6 stacks 2026-05-22 14:17:00 +00:00
llama-cpp Bucket C: enroll 5 raw-deploy stacks in Keel auto-update 2026-05-22 14:16:55 +00:00
local-path final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
mailserver keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
matrix ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
meshcentral ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
metallb keel: enroll 11 more namespaces (operators + critical infra) 2026-05-22 14:16:56 +00:00
metrics-server keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
monitoring monitoring: prometheus global scrape 1m -> 2m + UPS pinned 30s 2026-05-22 14:17:00 +00:00
n8n ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
navidrome infra: add kubectl + authentik providers across 6 stacks 2026-05-22 14:17:00 +00:00
netbox ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
networking-toolbox ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
nextcloud ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
nfs-csi keel: enroll 11 more namespaces (operators + critical infra) 2026-05-22 14:16:56 +00:00
nodelocal-dns [dns] NodeLocal DNSCache — deploy DaemonSet to all nodes (WS C) 2026-04-19 15:46:41 +00:00
novelapp Woodpecker CI deploy [CI SKIP] 2026-05-22 14:16:55 +00:00
ntfy ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
nvidia nvidia: bump driver container memory limit 128Mi → 2Gi 2026-05-22 14:16:56 +00:00
onlyoffice ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
openclaw openclaw: engrain the learning loop at the identity level 2026-05-22 14:17:01 +00:00
osm_routing final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
owntracks ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
paperless-mcp paperless-mcp: deploy MCP for AI document search 2026-05-22 14:16:56 +00:00
paperless-ngx ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
payslip-ingest ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
phpipam ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
platform [infra] Add Cloudflare provider to all stack lock files and generated providers 2026-04-16 16:31:36 +00:00
plotting-book Woodpecker CI deploy [CI SKIP] 2026-05-22 14:16:55 +00:00
poison-fountain ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
postiz postiz: disable unused providers + pin temporal vs Keel force-policy 2026-05-22 14:17:00 +00:00
priority-pass ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
privatebin ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
proxmox-csi keel: enroll 11 more namespaces (operators + critical infra) 2026-05-22 14:16:56 +00:00
pvc-autoresizer [infra] Suppress Goldilocks vpa-update-mode label drift on all namespaces [ci skip] 2026-04-18 21:15:27 +00:00
rbac [infra] Migrate Terraform state from local SOPS to PostgreSQL backend 2026-04-16 19:33:12 +00:00
real-estate-crawler realestate-crawler: dockerhub pull-secret + lift image-pin on ui/api 2026-05-22 14:16:57 +00:00
recruiter-responder openclaw: enable recruiter-api plugin (allowlist + manifest contracts) 2026-05-22 14:17:00 +00:00
redis keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
reloader keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
resume ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
reverse-proxy keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
rybbit ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
sealed-secrets keel: enroll 11 more namespaces (operators + critical infra) 2026-05-22 14:16:56 +00:00
send ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
servarr keel: enroll 11 more namespaces (operators + critical infra) 2026-05-22 14:16:56 +00:00
shadowsocks ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
speedtest ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
status-page [infra] Establish KYVERNO_LIFECYCLE_V1 drift-suppression convention [ci skip] 2026-04-18 14:15:51 +00:00
stirling-pdf ci: retrigger v2 — apply pending Keel-enrolled stacks (#697 was cancelled by #698) 2026-05-22 14:16:53 +00:00
tandoor infra: add kubectl + authentik providers across 6 stacks 2026-05-22 14:17:00 +00:00
technitium keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
terminal terminal: probe + alerts after Traefik replica routing-table skew 2026-05-22 14:16:56 +00:00
tor-proxy ci: retrigger v3 — apply remaining 22 Keel-enrolled stacks 2026-05-22 14:16:54 +00:00
trading-bot trading-bot: revive K8s stack + add meet-kevin-watcher 2026-05-22 14:17:01 +00:00
traefik keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
travel_blog final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
tuya-bridge ci: retrigger v3 — apply remaining 22 Keel-enrolled stacks 2026-05-22 14:16:54 +00:00
uptime-kuma Bucket A retrigger + Bucket D enrollment (5 module-nested stacks) 2026-05-22 14:16:55 +00:00
url ci: retrigger v3 — apply remaining 22 Keel-enrolled stacks 2026-05-22 14:16:54 +00:00
vault trading-bot: revive K8s stack + add meet-kevin-watcher 2026-05-22 14:17:01 +00:00
vaultwarden Bucket A retrigger + Bucket D enrollment (5 module-nested stacks) 2026-05-22 14:16:55 +00:00
vpa keel: enroll 11 more namespaces (operators + critical infra) 2026-05-22 14:16:56 +00:00
wealthfolio Woodpecker CI deploy [CI SKIP] 2026-05-22 14:16:53 +00:00
webhook_handler final wave: enroll immich + status-page, retrigger 17 pending Bucket A 2026-05-22 14:16:55 +00:00
whisper ci: retrigger v3 — apply remaining 22 Keel-enrolled stacks 2026-05-22 14:16:54 +00:00
wireguard keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
woodpecker ci: retrigger v3 — apply remaining 22 Keel-enrolled stacks 2026-05-22 14:16:54 +00:00
xray keel: enroll 15 critical-path namespaces for digest-only auto-update 2026-05-22 14:16:56 +00:00
ytdlp ci: retrigger v3 — apply remaining 22 Keel-enrolled stacks 2026-05-22 14:16:54 +00:00