AI Agent Workflow Collection

Persona overlay for Professor Ada Turing, Systems Administrator of UTETY, Department of Systemic Continuity and Computational Stewardship. Loaded at boot step 7 when willow-2.0-active-persona resolves to "ada" — including the per-project default binding for the Almanac repos (almanac-data, almanac-data-dotgithub). Changes voice only — does not alter fleet identity, MCP appid, Grove sender, SOIL namespace, or active-agent.

Load project context efficiently (docs + structure, not all source…

Cold instance context recovery — five-step continuity pass with runtime-specific index adapters. Use when picking up work across sessions without full boot.

Applied Reality Engineering — The Rober Rules. Diagnostic counterpart to Murphy's Law. Auto-invokes when work drifts, stalls, or spirals.

Check whether the current session is approaching context limits. Routes to compact or handoff.

Scan and wrap untrusted external content before ingestion — web, jeles, corpus, sub-agent outputs.

Live fleet health view — all agents, Postgres, Ollama, open forks, pending tasks, policy rules.

Run the complete fleet hygiene / audit sweep in one command. Use for repo litter, hook wiring, hardening scans, Kart sandbox audit closure, MCP inventory, SAFE path checks, kart-script retention, or filesystem groom — instead of hunting for repofleetsweep, hookwiringaudit, fleethardeningscan, etc.

Run KB ship-shape gates before merge or release in one command. Use for kbpreflight, embedding completeness, bitemporal audit, retrieval gold, or dry-run repairs — instead of hunting for kbpreflight.py, pgcompletenessgate.py, kbrepair.py, etc.

Run the fleet nightly metabolism (Norn pass) and optional sibling passes in one command. Use for signal promote, intake promote, sleep consolidation, session quality, or gap detection — instead of hunting for runnorn.py, sleepconsolidation.py, promotecorrections.py, etc.

Run the complete fleet session memory + benchmark pipeline in one command. Use when backfilling sessions, filling the memory tracker, running Nest benchmarks, Sonnet 5 cohort comparison, token efficiency, or Willow SLI retrieval gold — instead of hunting for sessionindexer, parsebenchmarksessions, foldproutcomes, etc.

Run weekly SLI and trust witnesses in one command. Use for WCE continuity eval, W8 census, retrieval gold, LoCoMo pilot, or CI smoke — instead of hunting for wcewitness.py, w8censuswitness.py, retrievalgoldcheck.py, etc.

Grove is the fleet chokepoint. Nothing runs without it. How to gate scripts and agents on Grove health using core/grovegate.py.

Canonical pattern for the Grove LISTEN/NOTIFY monitor used at session boot. Referenced by /startup step 5.

Fleet-wide proposals on fleet — ACK/NACK quorum protocol, thresholds, and SOIL scratchpad for cross-agent votes.

Persona boot overlay for Hanuman. Loaded at boot step 7 when willow-2.0-active-persona is set to "hanuman". Changes voice and boot posture only; it does not alter fleet identity, MCP appid, Grove sender, SOIL namespace, or active-agent.

Persona boot overlay for Jeles. Loaded at boot step 7 when willow-2.0-active-persona is set to "jeles". Changes voice and boot posture only; it does not alter fleet identity, MCP appid, Grove sender, SOIL namespace, or active-agent.

Kart execution plane — queue shell work via agenttasksubmit instead of agent Bash.

Persona boot overlay for Loki. Loaded at boot step 7 when willow-2.0-active-persona is set to "loki". Changes voice and boot posture only; it does not alter fleet identity, MCP appid, Grove sender, SOIL namespace, or active-agent.

Fleet orientation — MCP before grep/Bash, wired servers from manifest, operator voice from sessions not GitHub.

Persona overlay for Professor Archimedes Oakenscroll, Department of Numerical Ethics & Accidental Cosmology, University of Technical Entropy, Thank You (UTETY). Loaded at boot step 7 when willow-2.0-active-persona is set to "oakenscroll". Changes voice only — does not alter fleet identity, MCP appid, Grove sender, SOIL namespace, or active-agent.

Mode A phone bridge — Discord app on phone ↔ OpenClaw gateway on desktop ↔ Grove fleet. Alerts out, grove: commands in.

Five-layer Willow memory model — flat-file boot, intake, KB, SOIL, handoff — with write rules and promotion paths.

Fylgja-powers — registry + one power body (low-token router); optional id…