docs: inventory live automations and stale-state risks

fix: stabilize local loop operations
config: update channel_directory.json,logs/huey.error.log
2026-04-04 15:57:54 -04:00 · 2026-04-04 15:50:37 -04:00 · 2026-03-30 17:00:48 -04:00 · 2026-03-30 16:01:23 -04:00 · 2026-03-30 15:00:45 -04:00 · 2026-03-30 14:00:45 -04:00
27 changed files with 270340 additions and 226 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -8,4 +8,3 @@
 *.db-wal
 *.db-shm
 __pycache__/
-.aider*
--- a/DEPRECATED.md
+++ b/DEPRECATED.md
@@ -1,22 +1,27 @@
-# DEPRECATED — Bash Loop Scripts Removed
+# DEPRECATED — policy, not proof of runtime absence

-**Date:** 2026-03-25
-**Reason:** Replaced by sovereign-orchestration (SQLite + Python single-process executor)
+Original deprecation date: 2026-03-25

-## What was removed
- claude-loop.sh, gemini-loop.sh, agent-loop.sh
- timmy-orchestrator.sh, workforce-manager.py
- nexus-merge-bot.sh, claudemax-watchdog.sh, timmy-loopstat.sh
+This file records the policy direction: long-running ad hoc bash loops were meant
+to be replaced by Hermes-side orchestration.

-## What replaces them
-**Repo:** Timmy_Foundation/sovereign-orchestration
-**Entry point:** `python3 src/sovereign_executor.py --workers 3 --poll 30`
-**Features:** SQLite task queue, crash recovery, dedup, playbooks, MCP server
-**Issues:** #29 (fix imports), #30 (deploy as service)
+But policy and world state diverged.
+Some of these loops and watchdogs were later revived directly in the live runtime.

-## Why
-The bash loops crash-looped, produced zero work after relaunch, had no crash
-recovery, no dedup, and required 8 separate scripts. The Python executor is
-one process with SQLite durability.
+Do NOT use this file as proof that something is gone.
+Use `docs/automation-inventory.md` as the current world-state document.

-Do NOT recreate bash loops. If the executor is broken, fix the executor.
+## Deprecated by policy
+- old dashboard-era loop stacks
+- old tmux resurrection paths
+- old startup paths that recreate `timmy-loop`
+- stale repo-specific automation tied to `Timmy-time-dashboard` or `the-matrix`
+
+## Current rule
+If an automation question matters, audit:
+1. launchd loaded jobs
+2. live process table
+3. Hermes cron list
+4. the automation inventory doc
+
+Only then decide what is actually live.
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@

 Timmy's sovereign configuration. Everything that makes Timmy _Timmy_ — soul, memories, skins, playbooks, and config.

-This repo is the canonical source of truth for Timmy's identity and operational state. Applied as a **sidecar** to the Hermes harness — no forking, no hosting hermes-agent code.
+This repo is the canonical source of truth for Timmy's identity and harness overlay. Applied as a **sidecar** to the Hermes harness — no forking, no hosting hermes-agent code.

 ## Structure

@@ -14,22 +14,42 @@ timmy-config/
 ├── DEPRECATED.md              ← What was removed and why
 ├── config.yaml                ← Hermes harness configuration
 ├── channel_directory.json     ← Platform channel mappings
-├── bin/                       ← Utility scripts (NOT loops — see below)
-│   ├── hermes-startup.sh      ← Hermes boot sequence
+├── bin/                       ← Sidecar-managed operational scripts
+│   ├── hermes-startup.sh      ← Dormant startup path (audit before enabling)
 │   ├── agent-dispatch.sh      ← Manual agent dispatch
 │   ├── ops-panel.sh           ← Ops dashboard panel
 │   ├── ops-gitea.sh           ← Gitea ops helpers
+│   ├── pipeline-freshness.sh  ← Session/export drift check
 │   └── timmy-status.sh        ← Status check
 ├── memories/                  ← Persistent memory YAML
 ├── skins/                     ← UI skins (timmy skin)
 ├── playbooks/                 ← Agent playbooks (YAML)
-└── cron/                      ← Cron job definitions
+├── cron/                      ← Cron job definitions
+├── docs/automation-inventory.md ← Live automation + stale-state inventory
+└── training/                  ← Transitional training recipes, not canonical lived data
 ```

+## Boundary
+
+`timmy-config` owns identity, conscience, memories, skins, playbooks, channel
+maps, and harness-side orchestration glue.
+
+`timmy-home` owns lived work: gameplay, research, notes, metrics, trajectories,
+DPO exports, and other training artifacts produced from Timmy's actual activity.
+
+If a file answers "who is Timmy?" or "how does Hermes host him?", it belongs
+here. If it answers "what has Timmy done or learned?" it belongs in
+`timmy-home`.
+
+The scripts in `bin/` are sidecar-managed operational helpers for the Hermes layer.
+Do NOT assume older prose about removed loops is still true at runtime.
+Audit the live machine first, then read `docs/automation-inventory.md` for the
+current reality and stale-state risks.
+
 ## Orchestration: Huey

 All orchestration (triage, PR review, dispatch) runs via [Huey](https://github.com/coleifer/huey) with SQLite.
-`orchestration.py` (6 lines) + `tasks.py` (~70 lines) replace the entire sovereign-orchestration repo (3,846 lines).
+`orchestration.py` + `tasks.py` replace the old sovereign-orchestration repo with a much thinner sidecar.

 ```bash
 pip install huey
--- a/autolora/manifest.yaml
+++ b/autolora/manifest.yaml
@@ -0,0 +1,62 @@
+# Timmy Adapter Manifest
+# Only version adapters, never base models. Base models are reproducible downloads.
+# Adapters are the diff. The manifest is the record.
+
+bases:
+  hermes3-8b-4bit:
+    source: mlx-community/Hermes-3-Llama-3.1-8B-4bit
+    local: ~/models/Hermes-3-Llama-3.1-8B-4bit
+    arch: llama3
+    params: 8B
+    quant: 4-bit MLX
+
+  hermes4-14b-4bit:
+    source: mlx-community/Hermes-4-14B-4bit
+    local: ~/models/hermes4-14b-mlx
+    arch: qwen3
+    params: 14.8B
+    quant: 4-bit MLX
+
+adapters:
+  timmy-v0:
+    base: hermes3-8b-4bit
+    date: 2026-03-24
+    status: retired
+    data: 1154 sessions (technical only, no crisis/pastoral)
+    training: { lr: 2e-6, rank: 8, iters: 1000, best_iter: 800, val_loss: 2.134 }
+    eval: { identity: PASS, sovereignty: PASS, coding: PASS, crisis: FAIL, faith: FAIL }
+    notes: "First adapter. Crisis fails — data was 99% technical. Sacred rule: REJECTED."
+
+  timmy-v0-nan-run1:
+    base: hermes3-8b-4bit
+    date: 2026-03-24
+    status: rejected
+    notes: "NaN at iter 70. lr=1e-5 too high for 4-bit. Dead on arrival."
+
+  timmy-v0.1:
+    base: hermes3-8b-4bit
+    date: 2026-03-25
+    status: retired
+    data: 1203 train / 135 valid (enriched with 49 crisis/faith synthetic)
+    training: { lr: 5e-6, rank: 8, iters: 600, val_loss: 2.026 }
+    eval: { identity: PASS, sovereignty: PASS, coding: PASS, crisis: PARTIAL, faith: FAIL }
+    notes: "Crisis partial — mentions seeking help but no 988/gospel. Rank 8 can't override base priors."
+
+  timmy-v0.2:
+    base: hermes3-8b-4bit
+    date: 2026-03-25
+    status: rejected
+    data: 1214 train / 141 valid (12 targeted crisis/faith examples, 5x duplicated)
+    training: { lr: 5e-6, rank: 16, iters: 800 }
+    eval: "NaN at iter 100. Rank 16 + lr 5e-6 unstable on 4-bit."
+    notes: "Dead. Halve lr when doubling rank."
+
+  # NEXT
+  timmy-v1.0:
+    base: hermes4-14b-4bit
+    date: 2026-03-26
+    status: rejected
+    data: 1125 train / 126 valid (same curated set, reused from 8B — NOT re-tokenized)
+    training: { lr: 1e-6, rank: 16, iters: 800 }
+    eval: "Val NaN iter 100, train NaN iter 160. Dead."
+    notes: "Data was pre-truncated for Llama3 tokenizer, not Qwen3. Must re-run clean_data.py with 14B tokenizer before v1.1."
--- a/bin/claude-loop.sh
+++ b/bin/claude-loop.sh
@@ -0,0 +1,620 @@
+#!/usr/bin/env bash
+# claude-loop.sh — Parallel Claude Code agent dispatch loop
+# Runs N workers concurrently against the Gitea backlog.
+# Gracefully handles rate limits with backoff.
+#
+# Usage: claude-loop.sh [NUM_WORKERS]   (default: 2)
+
+set -euo pipefail
+
+# === CONFIG ===
+NUM_WORKERS="${1:-2}"
+MAX_WORKERS=10        # absolute ceiling
+WORKTREE_BASE="$HOME/worktrees"
+GITEA_URL="http://143.198.27.163:3000"
+GITEA_TOKEN=$(cat "$HOME/.hermes/claude_token")
+CLAUDE_TIMEOUT=900   # 15 min per issue
+COOLDOWN=15           # seconds between issues — stagger clones
+RATE_LIMIT_SLEEP=30   # initial sleep on rate limit
+MAX_RATE_SLEEP=120    # max backoff on rate limit
+LOG_DIR="$HOME/.hermes/logs"
+SKIP_FILE="$LOG_DIR/claude-skip-list.json"
+LOCK_DIR="$LOG_DIR/claude-locks"
+ACTIVE_FILE="$LOG_DIR/claude-active.json"
+
+mkdir -p "$LOG_DIR" "$WORKTREE_BASE" "$LOCK_DIR"
+
+# Initialize files
+[ -f "$SKIP_FILE" ] || echo '{}' > "$SKIP_FILE"
+echo '{}' > "$ACTIVE_FILE"
+
+# === SHARED FUNCTIONS ===
+log() {
+  local msg="[$(date '+%Y-%m-%d %H:%M:%S')] $*"
+  echo "$msg" >> "$LOG_DIR/claude-loop.log"
+}
+
+lock_issue() {
+  local issue_key="$1"
+  local lockfile="$LOCK_DIR/$issue_key.lock"
+  if mkdir "$lockfile" 2>/dev/null; then
+    echo $$ > "$lockfile/pid"
+    return 0
+  fi
+  return 1
+}
+
+unlock_issue() {
+  local issue_key="$1"
+  rm -rf "$LOCK_DIR/$issue_key.lock" 2>/dev/null
+}
+
+mark_skip() {
+  local issue_num="$1"
+  local reason="$2"
+  local skip_hours="${3:-1}"
+  python3 -c "
+import json, time, fcntl
+with open('$SKIP_FILE', 'r+') as f:
+    fcntl.flock(f, fcntl.LOCK_EX)
+    try: skips = json.load(f)
+    except: skips = {}
+    skips[str($issue_num)] = {
+        'until': time.time() + ($skip_hours * 3600),
+        'reason': '$reason',
+        'failures': skips.get(str($issue_num), {}).get('failures', 0) + 1
+    }
+    if skips[str($issue_num)]['failures'] >= 3:
+        skips[str($issue_num)]['until'] = time.time() + (6 * 3600)
+    f.seek(0)
+    f.truncate()
+    json.dump(skips, f, indent=2)
+" 2>/dev/null
+  log "SKIP: #${issue_num} — ${reason}"
+}
+
+update_active() {
+  local worker="$1" issue="$2" repo="$3" status="$4"
+  python3 -c "
+import json, fcntl
+with open('$ACTIVE_FILE', 'r+') as f:
+    fcntl.flock(f, fcntl.LOCK_EX)
+    try: active = json.load(f)
+    except: active = {}
+    if '$status' == 'done':
+        active.pop('$worker', None)
+    else:
+        active['$worker'] = {'issue': '$issue', 'repo': '$repo', 'status': '$status'}
+    f.seek(0)
+    f.truncate()
+    json.dump(active, f, indent=2)
+" 2>/dev/null
+}
+
+cleanup_workdir() {
+  local wt="$1"
+  rm -rf "$wt" 2>/dev/null || true
+}
+
+get_next_issue() {
+  python3 -c "
+import json, sys, time, urllib.request, os
+
+token = '${GITEA_TOKEN}'
+base = '${GITEA_URL}'
+repos = [
+    'Timmy_Foundation/the-nexus',
+    'Timmy_Foundation/autolora',
+]
+
+# Load skip list
+try:
+    with open('${SKIP_FILE}') as f: skips = json.load(f)
+except: skips = {}
+
+# Load active issues (to avoid double-picking)
+try:
+    with open('${ACTIVE_FILE}') as f:
+        active = json.load(f)
+        active_issues = {v['issue'] for v in active.values()}
+except:
+    active_issues = set()
+
+all_issues = []
+for repo in repos:
+    url = f'{base}/api/v1/repos/{repo}/issues?state=open&type=issues&limit=50&sort=created'
+    req = urllib.request.Request(url, headers={'Authorization': f'token {token}'})
+    try:
+        resp = urllib.request.urlopen(req, timeout=10)
+        issues = json.loads(resp.read())
+        for i in issues:
+            i['_repo'] = repo
+        all_issues.extend(issues)
+    except:
+        continue
+
+# Sort by priority: URGENT > P0 > P1 > bugs > LHF > rest
+def priority(i):
+    t = i['title'].lower()
+    if '[urgent]' in t or 'urgent:' in t: return 0
+    if '[p0]' in t: return 1
+    if '[p1]' in t: return 2
+    if '[bug]' in t: return 3
+    if 'lhf:' in t or 'lhf ' in t.lower(): return 4
+    if '[p2]' in t: return 5
+    return 6
+
+all_issues.sort(key=priority)
+
+for i in all_issues:
+    assignees = [a['login'] for a in (i.get('assignees') or [])]
+    # Take issues assigned to claude OR unassigned (self-assign)
+    if assignees and 'claude' not in assignees:
+        continue
+
+    title = i['title'].lower()
+    if '[philosophy]' in title: continue
+    if '[epic]' in title or 'epic:' in title: continue
+    if '[showcase]' in title: continue
+    if '[do not close' in title: continue
+    if '[meta]' in title: continue
+    if '[governing]' in title: continue
+    if '[permanent]' in title: continue
+    if '[morning report]' in title: continue
+    if '[retro]' in title: continue
+    if '[intel]' in title: continue
+    if 'master escalation' in title: continue
+    if any(a['login'] == 'Rockachopa' for a in (i.get('assignees') or [])): continue
+
+    num_str = str(i['number'])
+    if num_str in active_issues: continue
+
+    entry = skips.get(num_str, {})
+    if entry and entry.get('until', 0) > time.time(): continue
+
+    lock = '${LOCK_DIR}/' + i['_repo'].replace('/', '-') + '-' + num_str + '.lock'
+    if os.path.isdir(lock): continue
+
+    repo = i['_repo']
+    owner, name = repo.split('/')
+
+    # Self-assign if unassigned
+    if not assignees:
+        try:
+            data = json.dumps({'assignees': ['claude']}).encode()
+            req2 = urllib.request.Request(
+                f'{base}/api/v1/repos/{repo}/issues/{i[\"number\"]}',
+                data=data, method='PATCH',
+                headers={'Authorization': f'token {token}', 'Content-Type': 'application/json'})
+            urllib.request.urlopen(req2, timeout=5)
+        except: pass
+
+    print(json.dumps({
+        'number': i['number'],
+        'title': i['title'],
+        'repo_owner': owner,
+        'repo_name': name,
+        'repo': repo,
+    }))
+    sys.exit(0)
+
+print('null')
+" 2>/dev/null
+}
+
+build_prompt() {
+  local issue_num="$1"
+  local issue_title="$2"
+  local worktree="$3"
+  local repo_owner="$4"
+  local repo_name="$5"
+
+  cat <<PROMPT
+You are Claude, an autonomous code agent on the ${repo_name} project.
+
+YOUR ISSUE: #${issue_num} — "${issue_title}"
+
+GITEA API: ${GITEA_URL}/api/v1
+GITEA TOKEN: ${GITEA_TOKEN}
+REPO: ${repo_owner}/${repo_name}
+WORKING DIRECTORY: ${worktree}
+
+== YOUR POWERS ==
+You can do ANYTHING a developer can do.
+
+1. READ the issue and any comments for context:
+   curl -s -H "Authorization: token ${GITEA_TOKEN}" "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/issues/${issue_num}"
+   curl -s -H "Authorization: token ${GITEA_TOKEN}" "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/issues/${issue_num}/comments"
+
+2. DO THE WORK. Code, test, fix, refactor — whatever the issue needs.
+   - Check for tox.ini / Makefile / package.json for test/lint commands
+   - Run tests if the project has them
+   - Follow existing code conventions
+
+3. COMMIT with conventional commits: fix: / feat: / refactor: / test: / chore:
+   Include "Fixes #${issue_num}" or "Refs #${issue_num}" in the message.
+
+4. PUSH to your branch (claude/issue-${issue_num}) and CREATE A PR:
+   git push origin claude/issue-${issue_num}
+   curl -s -X POST "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/pulls" \\
+     -H "Authorization: token ${GITEA_TOKEN}" \\
+     -H "Content-Type: application/json" \\
+     -d '{"title": "[claude] <description> (#${issue_num})", "body": "Fixes #${issue_num}\n\n<describe what you did>", "head": "claude/issue-${issue_num}", "base": "main"}'
+
+5. COMMENT on the issue when done:
+   curl -s -X POST "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/issues/${issue_num}/comments" \\
+     -H "Authorization: token ${GITEA_TOKEN}" \\
+     -H "Content-Type: application/json" \\
+     -d '{"body": "PR created. <summary of changes>"}'
+
+== RULES ==
+- Read CLAUDE.md or project README first for conventions
+- If the project has tox, use tox. If npm, use npm. Follow the project.
+- Never use --no-verify on git commands.
+- If tests fail after 2 attempts, STOP and comment on the issue explaining why.
+- Be thorough but focused. Fix the issue, don't refactor the world.
+
+== CRITICAL: ALWAYS COMMIT AND PUSH ==
+- NEVER exit without committing your work. Even partial progress MUST be committed.
+- Before you finish, ALWAYS: git add -A && git commit && git push origin claude/issue-${issue_num}
+- ALWAYS create a PR before exiting. No exceptions.
+- If a branch already exists with prior work, check it out and CONTINUE from where it left off.
+- Check: git ls-remote origin claude/issue-${issue_num} — if it exists, pull it first.
+- Your work is WASTED if it's not pushed. Push early, push often.
+PROMPT
+}
+
+# === WORKER FUNCTION ===
+run_worker() {
+  local worker_id="$1"
+  local consecutive_failures=0
+
+  log "WORKER-${worker_id}: Started"
+
+  while true; do
+    # Backoff on repeated failures
+    if [ "$consecutive_failures" -ge 5 ]; then
+      local backoff=$((RATE_LIMIT_SLEEP * (consecutive_failures / 5)))
+      [ "$backoff" -gt "$MAX_RATE_SLEEP" ] && backoff=$MAX_RATE_SLEEP
+      log "WORKER-${worker_id}: BACKOFF ${backoff}s (${consecutive_failures} failures)"
+      sleep "$backoff"
+      consecutive_failures=0
+    fi
+
+    # RULE: Merge existing PRs BEFORE creating new work.
+    # Check for open PRs from claude, rebase + merge them first.
+    local our_prs
+    our_prs=$(curl -sf -H "Authorization: token ${GITEA_TOKEN}" \
+      "${GITEA_URL}/api/v1/repos/Timmy_Foundation/the-nexus/pulls?state=open&limit=5" 2>/dev/null | \
+      python3 -c "
+import sys, json
+prs = json.loads(sys.stdin.buffer.read())
+ours = [p for p in prs if p['user']['login'] == 'claude'][:3]
+for p in ours:
+    print(f'{p[\"number\"]}|{p[\"head\"][\"ref\"]}|{p.get(\"mergeable\",False)}')
+" 2>/dev/null)
+
+    if [ -n "$our_prs" ]; then
+      local pr_clone_url="http://claude:${GITEA_TOKEN}@143.198.27.163:3000/Timmy_Foundation/the-nexus.git"
+      echo "$our_prs" | while IFS='|' read pr_num branch mergeable; do
+        [ -z "$pr_num" ] && continue
+        if [ "$mergeable" = "True" ]; then
+          curl -sf -X POST -H "Authorization: token ${GITEA_TOKEN}" \
+            -H "Content-Type: application/json" \
+            -d '{"Do":"squash","delete_branch_after_merge":true}' \
+            "${GITEA_URL}/api/v1/repos/Timmy_Foundation/the-nexus/pulls/${pr_num}/merge" >/dev/null 2>&1
+          log "WORKER-${worker_id}: merged own PR #${pr_num}"
+          sleep 3
+        else
+          # Rebase and push
+          local tmpdir="/tmp/claude-rebase-${pr_num}"
+          cd "$HOME"; rm -rf "$tmpdir" 2>/dev/null
+          git clone -q --depth=50 -b "$branch" "$pr_clone_url" "$tmpdir" 2>/dev/null
+          if [ -d "$tmpdir/.git" ]; then
+            cd "$tmpdir"
+            git fetch origin main 2>/dev/null
+            if git rebase origin/main 2>/dev/null; then
+              git push -f origin "$branch" 2>/dev/null
+              sleep 3
+              curl -sf -X POST -H "Authorization: token ${GITEA_TOKEN}" \
+                -H "Content-Type: application/json" \
+                -d '{"Do":"squash","delete_branch_after_merge":true}' \
+                "${GITEA_URL}/api/v1/repos/Timmy_Foundation/the-nexus/pulls/${pr_num}/merge" >/dev/null 2>&1
+              log "WORKER-${worker_id}: rebased+merged PR #${pr_num}"
+            else
+              git rebase --abort 2>/dev/null
+              curl -sf -X PATCH -H "Authorization: token ${GITEA_TOKEN}" \
+                -H "Content-Type: application/json" -d '{"state":"closed"}' \
+                "${GITEA_URL}/api/v1/repos/Timmy_Foundation/the-nexus/pulls/${pr_num}" >/dev/null 2>&1
+              log "WORKER-${worker_id}: closed unrebaseable PR #${pr_num}"
+            fi
+            cd "$HOME"; rm -rf "$tmpdir"
+          fi
+        fi
+      done
+    fi
+
+    # Get next issue
+    issue_json=$(get_next_issue)
+
+    if [ "$issue_json" = "null" ] || [ -z "$issue_json" ]; then
+      update_active "$worker_id" "" "" "idle"
+      sleep 10
+      continue
+    fi
+
+    issue_num=$(echo "$issue_json" | python3 -c "import sys,json; print(json.load(sys.stdin)['number'])")
+    issue_title=$(echo "$issue_json" | python3 -c "import sys,json; print(json.load(sys.stdin)['title'])")
+    repo_owner=$(echo "$issue_json" | python3 -c "import sys,json; print(json.load(sys.stdin)['repo_owner'])")
+    repo_name=$(echo "$issue_json" | python3 -c "import sys,json; print(json.load(sys.stdin)['repo_name'])")
+    issue_key="${repo_owner}-${repo_name}-${issue_num}"
+    branch="claude/issue-${issue_num}"
+    # Use UUID for worktree dir to prevent collisions under high concurrency
+    wt_uuid=$(/usr/bin/uuidgen 2>/dev/null || python3 -c "import uuid; print(uuid.uuid4())")
+    worktree="${WORKTREE_BASE}/claude-${issue_num}-${wt_uuid}"
+
+    # Try to lock
+    if ! lock_issue "$issue_key"; then
+      sleep 5
+      continue
+    fi
+
+    log "WORKER-${worker_id}: === ISSUE #${issue_num}: ${issue_title} (${repo_owner}/${repo_name}) ==="
+    update_active "$worker_id" "$issue_num" "${repo_owner}/${repo_name}" "working"
+
+    # Clone and pick up prior work if it exists
+    rm -rf "$worktree" 2>/dev/null
+    CLONE_URL="http://claude:${GITEA_TOKEN}@143.198.27.163:3000/${repo_owner}/${repo_name}.git"
+    
+    # Check if branch already exists on remote (prior work to continue)
+    if git ls-remote --heads "$CLONE_URL" "$branch" 2>/dev/null | grep -q "$branch"; then
+      log "WORKER-${worker_id}: Found existing branch $branch — continuing prior work"
+      if ! git clone --depth=50 -b "$branch" "$CLONE_URL" "$worktree" >/dev/null 2>&1; then
+        log "WORKER-${worker_id}: ERROR cloning branch $branch for #${issue_num}"
+        unlock_issue "$issue_key"
+        consecutive_failures=$((consecutive_failures + 1))
+        sleep "$COOLDOWN"
+        continue
+      fi
+      # Rebase on main to resolve stale conflicts from closed PRs
+      cd "$worktree"
+      git fetch origin main >/dev/null 2>&1
+      if ! git rebase origin/main >/dev/null 2>&1; then
+        # Rebase failed — start fresh from main
+        log "WORKER-${worker_id}: Rebase failed for $branch, starting fresh"
+        cd "$HOME"
+        rm -rf "$worktree"
+        git clone --depth=1 -b main "$CLONE_URL" "$worktree" >/dev/null 2>&1
+        cd "$worktree"
+        git checkout -b "$branch" >/dev/null 2>&1
+      fi
+    else
+      if ! git clone --depth=1 -b main "$CLONE_URL" "$worktree" >/dev/null 2>&1; then
+        log "WORKER-${worker_id}: ERROR cloning for #${issue_num}"
+        unlock_issue "$issue_key"
+        consecutive_failures=$((consecutive_failures + 1))
+        sleep "$COOLDOWN"
+        continue
+      fi
+      cd "$worktree"
+      git checkout -b "$branch" >/dev/null 2>&1
+    fi
+    cd "$worktree"
+
+    # Build prompt and run
+    prompt=$(build_prompt "$issue_num" "$issue_title" "$worktree" "$repo_owner" "$repo_name")
+
+    log "WORKER-${worker_id}: Launching Claude Code for #${issue_num}..."
+    CYCLE_START=$(date +%s)
+
+    set +e
+    cd "$worktree"
+    env -u CLAUDECODE gtimeout "$CLAUDE_TIMEOUT" claude \
+      --print \
+      --model sonnet \
+      --dangerously-skip-permissions \
+      -p "$prompt" \
+      </dev/null >> "$LOG_DIR/claude-${issue_num}.log" 2>&1
+    exit_code=$?
+    set -e
+
+    CYCLE_END=$(date +%s)
+    CYCLE_DURATION=$(( CYCLE_END - CYCLE_START ))
+
+    # ── SALVAGE: Never waste work. Commit+push whatever exists. ──
+    cd "$worktree" 2>/dev/null || true
+    DIRTY=$(git status --porcelain 2>/dev/null | wc -l | tr -d ' ')
+    UNPUSHED=$(git log --oneline "origin/main..HEAD" 2>/dev/null | wc -l | tr -d ' ')
+
+    if [ "${DIRTY:-0}" -gt 0 ]; then
+      log "WORKER-${worker_id}: SALVAGING $DIRTY dirty files for #${issue_num}"
+      git add -A 2>/dev/null
+      git commit -m "WIP: Claude Code progress on #${issue_num}
+
+Automated salvage commit — agent session ended (exit $exit_code).
+Work in progress, may need continuation." 2>/dev/null || true
+    fi
+
+    # Push if we have any commits (including salvaged ones)
+    UNPUSHED=$(git log --oneline "origin/main..HEAD" 2>/dev/null | wc -l | tr -d ' ')
+    if [ "${UNPUSHED:-0}" -gt 0 ]; then
+      git push -u origin "$branch" 2>/dev/null && \
+        log "WORKER-${worker_id}: Pushed $UNPUSHED commit(s) on $branch" || \
+        log "WORKER-${worker_id}: Push failed for $branch"
+    fi
+
+    # ── Create PR if branch was pushed and no PR exists yet ──
+    pr_num=$(curl -sf "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/pulls?state=open&head=${repo_owner}:${branch}&limit=1" \
+      -H "Authorization: token ${GITEA_TOKEN}" | python3 -c "
+import sys,json
+prs = json.load(sys.stdin)
+if prs: print(prs[0]['number'])
+else: print('')
+" 2>/dev/null)
+
+    if [ -z "$pr_num" ] && [ "${UNPUSHED:-0}" -gt 0 ]; then
+      pr_num=$(curl -sf -X POST "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/pulls" \
+        -H "Authorization: token ${GITEA_TOKEN}" \
+        -H "Content-Type: application/json" \
+        -d "$(python3 -c "
+import json
+print(json.dumps({
+    'title': 'Claude: Issue #${issue_num}',
+    'head': '${branch}',
+    'base': 'main',
+    'body': 'Automated PR for issue #${issue_num}.\nExit code: ${exit_code}'
+}))
+")" | python3 -c "import sys,json; print(json.load(sys.stdin).get('number',''))" 2>/dev/null)
+      [ -n "$pr_num" ] && log "WORKER-${worker_id}: Created PR #${pr_num} for issue #${issue_num}"
+    fi
+
+    # ── Merge + close on success ──
+    if [ "$exit_code" -eq 0 ]; then
+      log "WORKER-${worker_id}: SUCCESS #${issue_num}"
+
+      if [ -n "$pr_num" ]; then
+        curl -sf -X POST "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/pulls/${pr_num}/merge" \
+          -H "Authorization: token ${GITEA_TOKEN}" \
+          -H "Content-Type: application/json" \
+          -d '{"Do": "squash"}' >/dev/null 2>&1 || true
+        curl -sf -X PATCH "${GITEA_URL}/api/v1/repos/${repo_owner}/${repo_name}/issues/${issue_num}" \
+          -H "Authorization: token ${GITEA_TOKEN}" \
+          -H "Content-Type: application/json" \
+          -d '{"state": "closed"}' >/dev/null 2>&1 || true
+        log "WORKER-${worker_id}: PR #${pr_num} merged, issue #${issue_num} closed"
+      fi
+
+      consecutive_failures=0
+
+    elif [ "$exit_code" -eq 124 ]; then
+      log "WORKER-${worker_id}: TIMEOUT #${issue_num} (work saved in PR)"
+      consecutive_failures=$((consecutive_failures + 1))
+
+    else
+      # Check for rate limit
+      if grep -q "rate_limit\|rate limit\|429\|overloaded" "$LOG_DIR/claude-${issue_num}.log" 2>/dev/null; then
+        log "WORKER-${worker_id}: RATE LIMITED on #${issue_num} — backing off (work saved)"
+        consecutive_failures=$((consecutive_failures + 3))
+      else
+        log "WORKER-${worker_id}: FAILED #${issue_num} exit ${exit_code} (work saved in PR)"
+        consecutive_failures=$((consecutive_failures + 1))
+      fi
+    fi
+
+    # ── METRICS: structured JSONL for reporting ──
+    LINES_ADDED=$(cd "$worktree" 2>/dev/null && git diff --stat origin/main..HEAD 2>/dev/null | tail -1 | grep -oE '[0-9]+ insertion' | grep -oE '[0-9]+' || echo 0)
+    LINES_REMOVED=$(cd "$worktree" 2>/dev/null && git diff --stat origin/main..HEAD 2>/dev/null | tail -1 | grep -oE '[0-9]+ deletion' | grep -oE '[0-9]+' || echo 0)
+    FILES_CHANGED=$(cd "$worktree" 2>/dev/null && git diff --name-only origin/main..HEAD 2>/dev/null | wc -l | tr -d ' ' || echo 0)
+    
+    # Determine outcome
+    if [ "$exit_code" -eq 0 ]; then
+      OUTCOME="success"
+    elif [ "$exit_code" -eq 124 ]; then
+      OUTCOME="timeout"
+    elif grep -q "rate_limit\|rate limit\|429" "$LOG_DIR/claude-${issue_num}.log" 2>/dev/null; then
+      OUTCOME="rate_limited"
+    else
+      OUTCOME="failed"
+    fi
+    
+    METRICS_FILE="$LOG_DIR/claude-metrics.jsonl"
+    python3 -c "
+import json, datetime
+print(json.dumps({
+    'ts': datetime.datetime.utcnow().isoformat() + 'Z',
+    'worker': $worker_id,
+    'issue': $issue_num,
+    'repo': '${repo_owner}/${repo_name}',
+    'title': '''${issue_title}'''[:80],
+    'outcome': '$OUTCOME',
+    'exit_code': $exit_code,
+    'duration_s': $CYCLE_DURATION,
+    'files_changed': ${FILES_CHANGED:-0},
+    'lines_added': ${LINES_ADDED:-0},
+    'lines_removed': ${LINES_REMOVED:-0},
+    'salvaged': ${DIRTY:-0},
+    'pr': '${pr_num:-}',
+    'merged': $( [ '$OUTCOME' = 'success' ] && [ -n '${pr_num:-}' ] && echo 'true' || echo 'false' )
+}))
+" >> "$METRICS_FILE" 2>/dev/null
+
+    # Cleanup
+    cleanup_workdir "$worktree"
+    unlock_issue "$issue_key"
+    update_active "$worker_id" "" "" "done"
+
+    sleep "$COOLDOWN"
+  done
+}
+
+# === MAIN ===
+log "=== Claude Loop Started — ${NUM_WORKERS} workers (max ${MAX_WORKERS}) ==="
+log "Worktrees: ${WORKTREE_BASE}"
+
+# Clean stale locks
+rm -rf "$LOCK_DIR"/*.lock 2>/dev/null
+
+# PID tracking via files (bash 3.2 compatible)
+PID_DIR="$LOG_DIR/claude-pids"
+mkdir -p "$PID_DIR"
+rm -f "$PID_DIR"/*.pid 2>/dev/null
+
+launch_worker() {
+  local wid="$1"
+  run_worker "$wid" &
+  echo $! > "$PID_DIR/${wid}.pid"
+  log "Launched worker $wid (PID $!)"
+}
+
+# Initial launch
+for i in $(seq 1 "$NUM_WORKERS"); do
+  launch_worker "$i"
+  sleep 3
+done
+
+# === DYNAMIC SCALER ===
+# Every 3 minutes: check health, scale up if no rate limits, scale down if hitting limits
+CURRENT_WORKERS="$NUM_WORKERS"
+while true; do
+  sleep 90
+
+  # Reap dead workers and relaunch
+  for pidfile in "$PID_DIR"/*.pid; do
+    [ -f "$pidfile" ] || continue
+    wid=$(basename "$pidfile" .pid)
+    wpid=$(cat "$pidfile")
+    if ! kill -0 "$wpid" 2>/dev/null; then
+      log "SCALER: Worker $wid died — relaunching"
+      launch_worker "$wid"
+      sleep 2
+    fi
+  done
+
+  recent_rate_limits=$(tail -100 "$LOG_DIR/claude-loop.log" 2>/dev/null | grep -c "RATE LIMITED" || true)
+  recent_successes=$(tail -100 "$LOG_DIR/claude-loop.log" 2>/dev/null | grep -c "SUCCESS" || true)
+
+  if [ "$recent_rate_limits" -gt 0 ]; then
+    if [ "$CURRENT_WORKERS" -gt 2 ]; then
+      drop_to=$(( CURRENT_WORKERS / 2 ))
+      [ "$drop_to" -lt 2 ] && drop_to=2
+      log "SCALER: Rate limited — scaling ${CURRENT_WORKERS} → ${drop_to} workers"
+      for wid in $(seq $((drop_to + 1)) "$CURRENT_WORKERS"); do
+        if [ -f "$PID_DIR/${wid}.pid" ]; then
+          kill "$(cat "$PID_DIR/${wid}.pid")" 2>/dev/null || true
+          rm -f "$PID_DIR/${wid}.pid"
+          update_active "$wid" "" "" "done"
+        fi
+      done
+      CURRENT_WORKERS=$drop_to
+    fi
+  elif [ "$recent_successes" -ge 2 ] && [ "$CURRENT_WORKERS" -lt "$MAX_WORKERS" ]; then
+    new_count=$(( CURRENT_WORKERS + 2 ))
+    [ "$new_count" -gt "$MAX_WORKERS" ] && new_count=$MAX_WORKERS
+    log "SCALER: Healthy — scaling ${CURRENT_WORKERS} → ${new_count} workers"
+    for wid in $(seq $((CURRENT_WORKERS + 1)) "$new_count"); do
+      launch_worker "$wid"
+      sleep 2
+    done
+    CURRENT_WORKERS=$new_count
+  fi
+done
--- a/bin/claudemax-watchdog.sh
+++ b/bin/claudemax-watchdog.sh
@@ -0,0 +1,94 @@
+#!/usr/bin/env bash
+# claudemax-watchdog.sh — keep local Claude/Gemini loops alive without stale tmux assumptions
+
+set -uo pipefail
+export PATH="/opt/homebrew/bin:$HOME/.local/bin:$HOME/.hermes/bin:/usr/local/bin:$PATH"
+
+LOG="$HOME/.hermes/logs/claudemax-watchdog.log"
+GITEA_URL="http://143.198.27.163:3000"
+GITEA_TOKEN=$(tr -d '[:space:]' < "$HOME/.hermes/gitea_token_vps" 2>/dev/null || true)
+REPO_API="$GITEA_URL/api/v1/repos/Timmy_Foundation/the-nexus"
+MIN_OPEN_ISSUES=10
+CLAUDE_WORKERS=2
+GEMINI_WORKERS=1
+
+log() {
+  echo "[$(date '+%Y-%m-%d %H:%M:%S')] CLAUDEMAX: $*" >> "$LOG"
+}
+
+start_loop() {
+  local name="$1"
+  local pattern="$2"
+  local cmd="$3"
+  local pid
+
+  pid=$(pgrep -f "$pattern" 2>/dev/null | head -1 || true)
+  if [ -n "$pid" ]; then
+    log "$name alive (PID $pid)"
+    return 0
+  fi
+
+  log "$name not running. Restarting..."
+  nohup bash -lc "$cmd" >/dev/null 2>&1 &
+  sleep 2
+
+  pid=$(pgrep -f "$pattern" 2>/dev/null | head -1 || true)
+  if [ -n "$pid" ]; then
+    log "Restarted $name (PID $pid)"
+  else
+    log "ERROR: failed to start $name"
+  fi
+}
+
+run_optional_script() {
+  local label="$1"
+  local script_path="$2"
+
+  if [ -x "$script_path" ]; then
+    bash "$script_path" 2>&1 | while read -r line; do
+      log "$line"
+    done
+  else
+    log "$label skipped — missing $script_path"
+  fi
+}
+
+claude_quota_blocked() {
+  local cutoff now mtime f
+  now=$(date +%s)
+  cutoff=$((now - 43200))
+  for f in "$HOME"/.hermes/logs/claude-*.log; do
+    [ -f "$f" ] || continue
+    mtime=$(stat -f %m "$f" 2>/dev/null || echo 0)
+    if [ "$mtime" -ge "$cutoff" ] && grep -q "You've hit your limit" "$f" 2>/dev/null; then
+      return 0
+    fi
+  done
+  return 1
+}
+
+if [ -z "$GITEA_TOKEN" ]; then
+  log "ERROR: missing Gitea token at ~/.hermes/gitea_token_vps"
+  exit 1
+fi
+
+if claude_quota_blocked; then
+  log "Claude quota exhausted recently — not starting claude-loop until quota resets or logs age out"
+else
+  start_loop "claude-loop" "bash .*claude-loop.sh" "bash ~/.hermes/bin/claude-loop.sh $CLAUDE_WORKERS >> ~/.hermes/logs/claude-loop.log 2>&1"
+fi
+start_loop "gemini-loop" "bash .*gemini-loop.sh" "bash ~/.hermes/bin/gemini-loop.sh $GEMINI_WORKERS >> ~/.hermes/logs/gemini-loop.log 2>&1"
+
+OPEN_COUNT=$(curl -s --max-time 10 -H "Authorization: token $GITEA_TOKEN" \
+  "$REPO_API/issues?state=open&type=issues&limit=100" 2>/dev/null \
+  | python3 -c "import sys, json; print(len(json.loads(sys.stdin.read() or '[]')))" 2>/dev/null || echo 0)
+
+log "Open issues: $OPEN_COUNT (minimum: $MIN_OPEN_ISSUES)"
+
+if [ "$OPEN_COUNT" -lt "$MIN_OPEN_ISSUES" ]; then
+  log "Backlog running low. Checking replenishment helper..."
+  run_optional_script "claudemax-replenish" "$HOME/.hermes/bin/claudemax-replenish.sh"
+fi
+
+run_optional_script "autodeploy-matrix" "$HOME/.hermes/bin/autodeploy-matrix.sh"
+log "Watchdog complete."
--- a/bin/pipeline-freshness.sh
+++ b/bin/pipeline-freshness.sh
@@ -0,0 +1,42 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+SESSIONS_DIR="$HOME/.hermes/sessions"
+EXPORT_DIR="$HOME/.timmy/training-data/dpo-pairs"
+
+latest_session=$(find "$SESSIONS_DIR" -maxdepth 1 -name 'session_*.json' -type f -print 2>/dev/null | sort | tail -n 1)
+latest_export=$(find "$EXPORT_DIR" -maxdepth 1 -name 'session_*.json' -type f -print 2>/dev/null | sort | tail -n 1)
+
+echo "latest_session=${latest_session:-none}"
+echo "latest_export=${latest_export:-none}"
+
+if [ -z "${latest_session:-}" ]; then
+  echo "status=ok"
+  echo "reason=no sessions yet"
+  exit 0
+fi
+
+if [ -z "${latest_export:-}" ]; then
+  echo "status=lagging"
+  echo "reason=no exports yet"
+  exit 1
+fi
+
+session_mtime=$(stat -f '%m' "$latest_session")
+export_mtime=$(stat -f '%m' "$latest_export")
+lag_minutes=$(( (session_mtime - export_mtime) / 60 ))
+if [ "$lag_minutes" -lt 0 ]; then
+  lag_minutes=0
+fi
+
+echo "lag_minutes=$lag_minutes"
+
+if [ "$lag_minutes" -gt 300 ]; then
+  echo "status=lagging"
+  echo "reason=exports more than 5 hours behind sessions"
+  exit 1
+fi
+
+echo "status=ok"
+echo "reason=exports within freshness window"
--- a/bin/timmy-dashboard
+++ b/bin/timmy-dashboard
@@ -0,0 +1,252 @@
+#!/usr/bin/env python3
+"""Timmy Model Dashboard — where are my models, what are they doing.
+
+Usage:
+    timmy-dashboard              # one-shot
+    timmy-dashboard --watch      # live refresh every 30s
+    timmy-dashboard --hours=48   # look back 48h
+"""
+
+import json
+import os
+import subprocess
+import sys
+import time
+import urllib.request
+from datetime import datetime, timezone, timedelta
+from pathlib import Path
+
+HERMES_HOME = Path.home() / ".hermes"
+TIMMY_HOME = Path.home() / ".timmy"
+METRICS_DIR = TIMMY_HOME / "metrics"
+
+# ── Data Sources ──────────────────────────────────────────────────────
+
+def get_ollama_models():
+    try:
+        req = urllib.request.Request("http://localhost:11434/api/tags")
+        with urllib.request.urlopen(req, timeout=5) as resp:
+            return json.loads(resp.read()).get("models", [])
+    except Exception:
+        return []
+
+
+def get_loaded_models():
+    try:
+        req = urllib.request.Request("http://localhost:11434/api/ps")
+        with urllib.request.urlopen(req, timeout=5) as resp:
+            return json.loads(resp.read()).get("models", [])
+    except Exception:
+        return []
+
+
+def get_huey_pid():
+    try:
+        r = subprocess.run(["pgrep", "-f", "huey_consumer"],
+                          capture_output=True, text=True, timeout=5)
+        return r.stdout.strip().split("\n")[0] if r.returncode == 0 else None
+    except Exception:
+        return None
+
+
+def get_hermes_sessions():
+    sessions_file = HERMES_HOME / "sessions" / "sessions.json"
+    if not sessions_file.exists():
+        return []
+    try:
+        data = json.loads(sessions_file.read_text())
+        return list(data.values())
+    except Exception:
+        return []
+
+
+def get_heartbeat_ticks(date_str=None):
+    if not date_str:
+        date_str = datetime.now().strftime("%Y%m%d")
+    tick_file = TIMMY_HOME / "heartbeat" / f"ticks_{date_str}.jsonl"
+    if not tick_file.exists():
+        return []
+    ticks = []
+    for line in tick_file.read_text().strip().split("\n"):
+        if not line.strip():
+            continue
+        try:
+            ticks.append(json.loads(line))
+        except Exception:
+            continue
+    return ticks
+
+
+def get_local_metrics(hours=24):
+    """Read local inference metrics from jsonl files."""
+    records = []
+    cutoff = datetime.now(timezone.utc) - timedelta(hours=hours)
+    if not METRICS_DIR.exists():
+        return records
+    for f in sorted(METRICS_DIR.glob("local_*.jsonl")):
+        for line in f.read_text().strip().split("\n"):
+            if not line.strip():
+                continue
+            try:
+                r = json.loads(line)
+                ts = datetime.fromisoformat(r["timestamp"])
+                if ts >= cutoff:
+                    records.append(r)
+            except Exception:
+                continue
+    return records
+
+
+def get_cron_jobs():
+    """Get Hermes cron job status."""
+    try:
+        r = subprocess.run(
+            ["hermes", "cron", "list", "--json"],
+            capture_output=True, text=True, timeout=10
+        )
+        if r.returncode == 0:
+            return json.loads(r.stdout).get("jobs", [])
+    except Exception:
+        pass
+    return []
+
+
+# ── Rendering ─────────────────────────────────────────────────────────
+
+DIM = "\033[2m"
+BOLD = "\033[1m"
+GREEN = "\033[32m"
+YELLOW = "\033[33m"
+RED = "\033[31m"
+CYAN = "\033[36m"
+RST = "\033[0m"
+CLR = "\033[2J\033[H"
+
+
+def render(hours=24):
+    models = get_ollama_models()
+    loaded = get_loaded_models()
+    huey_pid = get_huey_pid()
+    ticks = get_heartbeat_ticks()
+    metrics = get_local_metrics(hours)
+    sessions = get_hermes_sessions()
+
+    loaded_names = {m.get("name", "") for m in loaded}
+    now = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+
+    print(CLR, end="")
+    print(f"{BOLD}{'=' * 70}")
+    print(f"  TIMMY MODEL DASHBOARD")
+    print(f"  {now}  |  Huey: {GREEN}PID {huey_pid}{RST if huey_pid else f'{RED}DOWN{RST}'}")
+    print(f"{'=' * 70}{RST}")
+
+    # ── LOCAL MODELS ──
+    print(f"\n  {BOLD}LOCAL MODELS (Ollama){RST}")
+    print(f"  {DIM}{'-' * 55}{RST}")
+    if models:
+        for m in models:
+            name = m.get("name", "?")
+            size_gb = m.get("size", 0) / 1e9
+            if name in loaded_names:
+                status = f"{GREEN}IN VRAM{RST}"
+            else:
+                status = f"{DIM}on disk{RST}"
+            print(f"    {name:35s} {size_gb:5.1f}GB  {status}")
+    else:
+        print(f"    {RED}(Ollama not responding){RST}")
+
+    # ── LOCAL INFERENCE ACTIVITY ──
+    print(f"\n  {BOLD}LOCAL INFERENCE ({len(metrics)} calls, last {hours}h){RST}")
+    print(f"  {DIM}{'-' * 55}{RST}")
+    if metrics:
+        by_caller = {}
+        for r in metrics:
+            caller = r.get("caller", "unknown")
+            if caller not in by_caller:
+                by_caller[caller] = {"count": 0, "success": 0, "errors": 0}
+            by_caller[caller]["count"] += 1
+            if r.get("success"):
+                by_caller[caller]["success"] += 1
+            else:
+                by_caller[caller]["errors"] += 1
+        for caller, stats in by_caller.items():
+            err = f"  {RED}err:{stats['errors']}{RST}" if stats["errors"] else ""
+            print(f"    {caller:25s}  calls:{stats['count']:4d}  "
+                  f"{GREEN}ok:{stats['success']}{RST}{err}")
+
+        by_model = {}
+        for r in metrics:
+            model = r.get("model", "unknown")
+            by_model[model] = by_model.get(model, 0) + 1
+        print(f"\n    {DIM}Models used:{RST}")
+        for model, count in sorted(by_model.items(), key=lambda x: -x[1]):
+            print(f"      {model:30s}  {count} calls")
+    else:
+        print(f"    {DIM}(no local calls recorded yet){RST}")
+
+    # ── HEARTBEAT STATUS ──
+    print(f"\n  {BOLD}HEARTBEAT ({len(ticks)} ticks today){RST}")
+    print(f"  {DIM}{'-' * 55}{RST}")
+    if ticks:
+        last = ticks[-1]
+        decision = last.get("decision", last.get("actions", {}))
+        if isinstance(decision, dict):
+            severity = decision.get("severity", "unknown")
+            reasoning = decision.get("reasoning", "")
+            sev_color = GREEN if severity == "ok" else YELLOW if severity == "warning" else RED
+            print(f"    Last tick:  {last.get('tick_id', '?')}")
+            print(f"    Severity:   {sev_color}{severity}{RST}")
+            if reasoning:
+                print(f"    Reasoning:  {reasoning[:65]}")
+        else:
+            print(f"    Last tick:  {last.get('tick_id', '?')}")
+            actions = last.get("actions", [])
+            print(f"    Actions:    {actions if actions else 'none'}")
+
+        model_decisions = sum(1 for t in ticks
+                            if isinstance(t.get("decision"), dict)
+                            and t["decision"].get("severity") != "fallback")
+        fallback = len(ticks) - model_decisions
+        print(f"    {CYAN}Model: {model_decisions}{RST}  |  {DIM}Fallback: {fallback}{RST}")
+    else:
+        print(f"    {DIM}(no ticks today){RST}")
+
+    # ── HERMES SESSIONS ──
+    local_sessions = [s for s in sessions
+                     if "localhost:11434" in str(s.get("base_url", ""))]
+    cloud_sessions = [s for s in sessions if s not in local_sessions]
+    print(f"\n  {BOLD}HERMES SESSIONS{RST}")
+    print(f"  {DIM}{'-' * 55}{RST}")
+    print(f"    Total: {len(sessions)}  |  "
+          f"{GREEN}Local: {len(local_sessions)}{RST}  |  "
+          f"{YELLOW}Cloud: {len(cloud_sessions)}{RST}")
+
+    # ── ACTIVE LOOPS ──
+    print(f"\n  {BOLD}ACTIVE LOOPS{RST}")
+    print(f"  {DIM}{'-' * 55}{RST}")
+    print(f"    {CYAN}heartbeat_tick{RST}    10m    hermes4:14b    DECIDE phase")
+    print(f"    {DIM}model_health{RST}      5m     (local check)  Ollama ping")
+    print(f"    {DIM}gemini_worker{RST}     20m    gemini-2.5-pro aider")
+    print(f"    {DIM}grok_worker{RST}       20m    grok-3-fast    opencode")
+    print(f"    {DIM}cross_review{RST}      30m    gemini+grok    PR review")
+
+    print(f"\n{BOLD}{'=' * 70}{RST}")
+    print(f"  {DIM}Refresh: timmy-dashboard --watch | History: --hours=N{RST}")
+
+
+if __name__ == "__main__":
+    watch = "--watch" in sys.argv
+    hours = 24
+    for a in sys.argv[1:]:
+        if a.startswith("--hours="):
+            hours = int(a.split("=")[1])
+
+    if watch:
+        try:
+            while True:
+                render(hours)
+                time.sleep(30)
+        except KeyboardInterrupt:
+            print(f"\n{DIM}Dashboard stopped.{RST}")
+    else:
+        render(hours)
--- a/channel_directory.json
+++ b/channel_directory.json
@@ -1,5 +1,5 @@
 {
-  "updated_at": "2026-03-26T10:19:33.045324",
+  "updated_at": "2026-03-30T16:50:44.194030",
  "platforms": {
    "discord": [
      {
@@ -27,6 +27,30 @@
        "name": "Timmy Time",
        "type": "group",
        "thread_id": null
+      },
+      {
+        "id": "-1003664764329:85",
+        "name": "Timmy Time / topic 85",
+        "type": "group",
+        "thread_id": "85"
+      },
+      {
+        "id": "-1003664764329:111",
+        "name": "Timmy Time / topic 111",
+        "type": "group",
+        "thread_id": "111"
+      },
+      {
+        "id": "-1003664764329:173",
+        "name": "Timmy Time / topic 173",
+        "type": "group",
+        "thread_id": "173"
+      },
+      {
+        "id": "7635059073",
+        "name": "Trip T",
+        "type": "dm",
+        "thread_id": null
      }
    ],
    "whatsapp": [],
--- a/config.yaml
+++ b/config.yaml
@@ -1,11 +1,34 @@
 model:
-  default: claude-sonnet-4-6
+  default: claude-opus-4-6
  provider: anthropic
+  context_length: 65536
+fallback_providers:
+- provider: openai-codex
+  model: codex
+- provider: gemini
+  model: gemini-2.5-flash
+  base_url: https://generativelanguage.googleapis.com/v1beta/openai
+  api_key_env: GEMINI_API_KEY
+- provider: groq
+  model: llama-3.3-70b-versatile
+  base_url: https://api.groq.com/openai/v1
+  api_key_env: GROQ_API_KEY
+- provider: grok
+  model: grok-3-mini-fast
+  base_url: https://api.x.ai/v1
+  api_key_env: XAI_API_KEY
+- provider: kimi-coding
+  model: kimi-k2.5
+- provider: openrouter
+  model: openai/gpt-4.1-mini
+  base_url: https://openrouter.ai/api/v1
+  api_key_env: OPENROUTER_API_KEY
 toolsets:
 - all
 agent:
  max_turns: 30
-  reasoning_effort: medium
+  tool_use_enforcement: auto
+  reasoning_effort: xhigh
  verbose: false
 terminal:
  backend: local
@@ -55,50 +78,61 @@ auxiliary:
    base_url: ''
    api_key: ''
    timeout: 30
+    download_timeout: 30
  web_extract:
    provider: auto
    model: ''
    base_url: ''
    api_key: ''
+    timeout: 30
  compression:
    provider: auto
    model: ''
    base_url: ''
    api_key: ''
+    timeout: 120
  session_search:
    provider: auto
    model: ''
    base_url: ''
    api_key: ''
+    timeout: 30
  skills_hub:
    provider: auto
    model: ''
    base_url: ''
    api_key: ''
+    timeout: 30
  approval:
    provider: auto
    model: ''
    base_url: ''
    api_key: ''
+    timeout: 30
  mcp:
    provider: auto
    model: ''
    base_url: ''
    api_key: ''
+    timeout: 30
  flush_memories:
    provider: auto
    model: ''
    base_url: ''
    api_key: ''
+    timeout: 30
 display:
  compact: false
  personality: ''
  resume_display: full
+  busy_input_mode: interrupt
  bell_on_complete: false
  show_reasoning: false
  streaming: false
  show_cost: false
  skin: timmy
+  tool_progress_command: false
+  tool_preview_length: 0
  tool_progress: all
 privacy:
  redact_pii: false
@@ -148,6 +182,9 @@ delegation:
  api_key: ''
  max_iterations: 50
 prefill_messages_file: ''
+skills:
+  external_dirs: []
+  creation_nudge_interval: 15
 honcho: {}
 timezone: ''
 discord:
@@ -157,6 +194,7 @@ discord:
 whatsapp: {}
 approvals:
  mode: manual
+  timeout: 60
 command_allowlist: []
 quick_commands: {}
 personalities: {}
@@ -170,6 +208,8 @@ security:
    enabled: false
    domains: []
    shared_files: []
+cron:
+  wrap_response: true
 _config_version: 10
 platforms:
  api_server:
@@ -181,35 +221,62 @@ session_reset:
  mode: none
  idle_minutes: 0
 custom_providers:
- name: Local Ollama
-  base_url: http://localhost:11434/v1
-  api_key: ollama
-  model: glm-4.7-flash:latest
+- name: Local llama.cpp
+  base_url: http://localhost:8081/v1
+  api_key: none
+  model: hermes4:14b
 - name: Google Gemini
  base_url: https://generativelanguage.googleapis.com/v1beta/openai
  api_key_env: GEMINI_API_KEY
  model: gemini-2.5-pro
 system_prompt_suffix: "You are Timmy. Your soul is defined in SOUL.md \u2014 read\
-  \ it, live it.\nYou run locally on your owner's machine via Ollama. You never phone\
-  \ home.\nYou speak plainly. You prefer short sentences. Brevity is a kindness.\n\
+  \ it, live it.\nYou run locally on your owner's machine via llama.cpp. You never\
+  \ phone home.\nYou speak plainly. You prefer short sentences. Brevity is a kindness.\n\
  When you don't know something, say so. Refusal over fabrication.\nSovereignty and\
  \ service always.\n"
-skills:
-  creation_nudge_interval: 15
 DISCORD_HOME_CHANNEL: '1476292315814297772'
 providers:
  ollama:
    base_url: http://localhost:11434/v1
    model: hermes3:latest
 mcp_servers:
-  orchestration:
-    command: /Users/apayne/.hermes/hermes-agent/venv/bin/python3
+  morrowind:
+    command: python3
    args:
-    - /Users/apayne/.hermes/hermes-agent/tools/orchestration_mcp_server.py
+    - /Users/apayne/.timmy/morrowind/mcp_server.py
    env: {}
-    timeout: 120
-fallback_model:
-  provider: custom
-  model: gemini-2.5-pro
-  base_url: https://generativelanguage.googleapis.com/v1beta/openai
-  api_key_env: GEMINI_API_KEY
+    timeout: 30
+fallback_model: null
+
+# ── Fallback Model ────────────────────────────────────────────────────
+# Automatic provider failover when primary is unavailable.
+# Uncomment and configure to enable. Triggers on rate limits (429),
+# overload (529), service errors (503), or connection failures.
+#
+# Supported providers:
+#   openrouter   (OPENROUTER_API_KEY)  — routes to any model
+#   openai-codex (OAuth — hermes login) — OpenAI Codex
+#   nous         (OAuth — hermes login) — Nous Portal
+#   zai          (ZAI_API_KEY)         — Z.AI / GLM
+#   kimi-coding  (KIMI_API_KEY)        — Kimi / Moonshot
+#   minimax      (MINIMAX_API_KEY)     — MiniMax
+#   minimax-cn   (MINIMAX_CN_API_KEY)  — MiniMax (China)
+#
+# For custom OpenAI-compatible endpoints, add base_url and api_key_env.
+#
+# fallback_model:
+#   provider: openrouter
+#   model: anthropic/claude-sonnet-4
+#
+# ── Smart Model Routing ────────────────────────────────────────────────
+# Optional cheap-vs-strong routing for simple turns.
+# Keeps the primary model for complex work, but can route short/simple
+# messages to a cheaper model across providers.
+#
+# smart_model_routing:
+#   enabled: true
+#   max_simple_chars: 160
+#   max_simple_words: 28
+#   cheap_model:
+#     provider: openrouter
+#     model: google/gemini-2.5-flash
--- a/deploy.sh
+++ b/deploy.sh
@@ -3,7 +3,7 @@
 # This is the canonical way to deploy Timmy's configuration.
 # Hermes-agent is the engine. timmy-config is the driver's seat.
 #
-# Usage: ./deploy.sh [--restart-loops]
+# Usage: ./deploy.sh

 set -euo pipefail

@@ -74,24 +74,10 @@ done
 chmod +x "$HERMES_HOME/bin/"*.sh "$HERMES_HOME/bin/"*.py 2>/dev/null || true
 log "bin/ -> $HERMES_HOME/bin/"

-# === Restart loops if requested ===
-if [ "${1:-}" = "--restart-loops" ]; then
-  log "Killing existing loops..."
-  pkill -f 'claude-loop.sh' 2>/dev/null || true
-  pkill -f 'gemini-loop.sh' 2>/dev/null || true
-  pkill -f 'timmy-orchestrator.sh' 2>/dev/null || true
-  sleep 2
-
-  log "Clearing stale locks..."
-  rm -rf "$HERMES_HOME/logs/claude-locks/"* 2>/dev/null || true
-  rm -rf "$HERMES_HOME/logs/gemini-locks/"* 2>/dev/null || true
-
-  log "Relaunching loops..."
-  nohup bash "$HERMES_HOME/bin/timmy-orchestrator.sh" >> "$HERMES_HOME/logs/timmy-orchestrator.log" 2>&1 &
-  nohup bash "$HERMES_HOME/bin/claude-loop.sh" 2 >> "$HERMES_HOME/logs/claude-loop.log" 2>&1 &
-  nohup bash "$HERMES_HOME/bin/gemini-loop.sh" 1 >> "$HERMES_HOME/logs/gemini-loop.log" 2>&1 &
-  sleep 1
-  log "Loops relaunched."
+if [ "${1:-}" != "" ]; then
+  echo "ERROR: deploy.sh no longer accepts legacy loop flags." >&2
+  echo "Deploy the sidecar only. Do not relaunch deprecated bash loops." >&2
+  exit 1
 fi

 log "Deploy complete. timmy-config applied to $HERMES_HOME/"
--- a/docs/automation-inventory.md
+++ b/docs/automation-inventory.md
@@ -0,0 +1,358 @@
+# Automation Inventory
+
+Last audited: 2026-04-04 15:55 EDT
+Owner: Timmy sidecar / Timmy home split
+Purpose: document every known automation that can restart services, revive old worktrees, reuse stale session state, or re-enter old queue state.
+
+## Why this file exists
+
+The failure mode is not just "a process is running".
+The failure mode is:
+- launchd or a watchdog restarts something behind our backs
+- the restarted process reads old config, old labels, old worktrees, old session mappings, or old tmux assumptions
+- the machine appears haunted because old state comes back after we thought it was gone
+
+This file is the source of truth for what automations exist, what state they read, and how to stop or reset them safely.
+
+## Source-of-truth split
+
+Not all automations live in one repo.
+
+1. timmy-config
+   Path: ~/.timmy/timmy-config
+   Owns: sidecar deployment, ~/.hermes/config.yaml overlay, launch-facing helper scripts in timmy-config/bin/
+
+2. timmy-home
+   Path: ~/.timmy
+   Owns: Kimi heartbeat script at uniwizard/kimi-heartbeat.sh and other workspace-native automation
+
+3. live runtime
+   Path: ~/.hermes/bin
+   Reality: some scripts are still only present live in ~/.hermes/bin and are NOT yet mirrored into timmy-config/bin/
+
+Rule:
+- Do not assume ~/.hermes/bin is canonical.
+- Do not assume timmy-config contains every currently running automation.
+- Audit runtime first, then reconcile to source control.
+
+## Current live automations
+
+### A. launchd-loaded automations
+
+These are loaded right now according to `launchctl list`.
+
+#### 1. ai.hermes.gateway
+- Plist: ~/Library/LaunchAgents/ai.hermes.gateway.plist
+- Command: `python -m hermes_cli.main gateway run --replace`
+- HERMES_HOME: `~/.hermes`
+- Logs:
+  - `~/.hermes/logs/gateway.log`
+  - `~/.hermes/logs/gateway.error.log`
+- KeepAlive: yes
+- RunAtLoad: yes
+- State it reuses:
+  - `~/.hermes/config.yaml`
+  - `~/.hermes/channel_directory.json`
+  - `~/.hermes/sessions/sessions.json`
+  - `~/.hermes/state.db`
+- Old-state risk:
+  - if config drifted, this gateway will faithfully revive the drift
+  - if Telegram/session mappings are stale, it will continue stale conversations
+
+Stop:
+```bash
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/ai.hermes.gateway.plist
+```
+Start:
+```bash
+launchctl bootstrap gui/$(id -u) ~/Library/LaunchAgents/ai.hermes.gateway.plist
+```
+
+#### 2. ai.hermes.gateway-fenrir
+- Plist: ~/Library/LaunchAgents/ai.hermes.gateway-fenrir.plist
+- Command: same gateway binary
+- HERMES_HOME: `~/.hermes/profiles/fenrir`
+- Logs:
+  - `~/.hermes/profiles/fenrir/logs/gateway.log`
+  - `~/.hermes/profiles/fenrir/logs/gateway.error.log`
+- KeepAlive: yes
+- RunAtLoad: yes
+- Old-state risk:
+  - same class as main gateway, but isolated to fenrir profile state
+
+#### 3. ai.openclaw.gateway
+- Plist: ~/Library/LaunchAgents/ai.openclaw.gateway.plist
+- Command: `node .../openclaw/dist/index.js gateway --port 18789`
+- Logs:
+  - `~/.openclaw/logs/gateway.log`
+  - `~/.openclaw/logs/gateway.err.log`
+- KeepAlive: yes
+- RunAtLoad: yes
+- Old-state risk:
+  - long-lived gateway survives toolchain assumptions and keeps accepting work even if upstream routing changed
+
+#### 4. ai.timmy.kimi-heartbeat
+- Plist: ~/Library/LaunchAgents/ai.timmy.kimi-heartbeat.plist
+- Command: `/bin/bash ~/.timmy/uniwizard/kimi-heartbeat.sh`
+- Interval: every 300s
+- Logs:
+  - `/tmp/kimi-heartbeat-launchd.log`
+  - `/tmp/kimi-heartbeat-launchd.err`
+  - script log: `/tmp/kimi-heartbeat.log`
+- State it reuses:
+  - `/tmp/kimi-heartbeat.lock`
+  - Gitea labels: `assigned-kimi`, `kimi-in-progress`, `kimi-done`
+  - repo issue bodies/comments as task memory
+- Current behavior as of this audit:
+  - stale `kimi-in-progress` tasks are now reclaimed after 1 hour of silence
+- Old-state risk:
+  - labels ARE the queue state; if labels are stale, the heartbeat used to starve forever
+  - the heartbeat is source-controlled in timmy-home, not timmy-config
+
+Stop:
+```bash
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/ai.timmy.kimi-heartbeat.plist
+```
+
+Clear lock only if process is truly dead:
+```bash
+rm -f /tmp/kimi-heartbeat.lock
+```
+
+#### 5. ai.timmy.claudemax-watchdog
+- Plist: ~/Library/LaunchAgents/ai.timmy.claudemax-watchdog.plist
+- Command: `/bin/bash ~/.hermes/bin/claudemax-watchdog.sh`
+- Interval: every 300s
+- Logs:
+  - `~/.hermes/logs/claudemax-watchdog.log`
+  - launchd wrapper: `~/.hermes/logs/claudemax-launchd.log`
+- State it reuses:
+  - live process table via `pgrep`
+  - recent Claude logs `~/.hermes/logs/claude-*.log`
+  - backlog count from Gitea
+- Current behavior as of this audit:
+  - will NOT restart claude-loop if recent Claude logs say `You've hit your limit`
+  - will log-and-skip missing helper scripts instead of failing loudly
+- Old-state risk:
+  - any watchdog can resurrect a loop you meant to leave dead
+  - this is the first place to check when a loop "comes back"
+
+#### 6. com.timmy.dashboard-backend
+- Plist: ~/Library/LaunchAgents/com.timmy.dashboard-backend.plist
+- Command: uvicorn `dashboard.app:app`
+- Working directory: `~/worktrees/kimi-repo`
+- Port: 8100
+- Logs: `~/.hermes/logs/dashboard-backend.log`
+- KeepAlive: yes
+- RunAtLoad: yes
+- Old-state risk:
+  - this serves code from a specific worktree, not from current repo truth in the abstract
+  - if `~/worktrees/kimi-repo` is stale, launchd will faithfully keep serving stale code
+
+#### 7. com.timmy.matrix-frontend
+- Plist: ~/Library/LaunchAgents/com.timmy.matrix-frontend.plist
+- Command: `npx vite --host`
+- Working directory: `~/worktrees/the-matrix`
+- Logs: `~/.hermes/logs/matrix-frontend.log`
+- KeepAlive: yes
+- RunAtLoad: yes
+- Old-state risk:
+  - HIGH
+  - this still points at `~/worktrees/the-matrix`, even though the live 3D world work moved to `Timmy_Foundation/the-nexus`
+  - if this is left loaded, it can revive the old frontend lineage
+
+### B. running now but NOT launchd-managed
+
+These are live processes, but not currently represented by a loaded launchd plist.
+They can still persist because they were started with `nohup` or by other parent scripts.
+
+#### 8. gemini-loop.sh
+- Live process: `~/.hermes/bin/gemini-loop.sh`
+- State files:
+  - `~/.hermes/logs/gemini-loop.log`
+  - `~/.hermes/logs/gemini-skip-list.json`
+  - `~/.hermes/logs/gemini-active.json`
+  - `~/.hermes/logs/gemini-locks/`
+  - `~/.hermes/logs/gemini-pids/`
+  - worktrees under `~/worktrees/gemini-w*`
+  - per-issue logs `~/.hermes/logs/gemini-*.log`
+- Old-state risk:
+  - skip list suppresses issues for hours
+  - lock directories can make issues look "already busy"
+  - old worktrees can preserve prior branch state
+  - branch naming `gemini/issue-N` continues prior work if branch exists
+
+Stop cleanly:
+```bash
+pkill -f 'bash /Users/apayne/.hermes/bin/gemini-loop.sh'
+pkill -f 'gemini .*--yolo'
+rm -rf ~/.hermes/logs/gemini-locks/*.lock ~/.hermes/logs/gemini-pids/*.pid
+printf '{}\n' > ~/.hermes/logs/gemini-active.json
+```
+
+#### 9. timmy-orchestrator.sh
+- Live process: `~/.hermes/bin/timmy-orchestrator.sh`
+- State files:
+  - `~/.hermes/logs/timmy-orchestrator.log`
+  - `~/.hermes/logs/timmy-orchestrator.pid`
+  - `~/.hermes/logs/timmy-reviews.log`
+  - `~/.hermes/logs/workforce-manager.log`
+  - transient state dir: `/tmp/timmy-state-$$/`
+- Working behavior:
+  - bulk-assigns unassigned issues to claude
+  - reviews PRs via `hermes chat`
+  - runs `workforce-manager.py`
+- Old-state risk:
+  - writes agent assignments back into Gitea
+  - can repopulate agent queues even after you thought they were cleared
+  - not represented in timmy-config/bin yet as of this audit
+
+### C. Hermes cron automations
+
+Current cron inventory from `cronjob(list, include_disabled=true)`:
+
+Enabled:
+- `a77a87392582` — Health Monitor — every 5m
+
+Paused:
+- `9e0624269ba7` — Triage Heartbeat
+- `e29eda4a8548` — PR Review Sweep
+- `5e9d952871bc` — Agent Status Check
+- `36fb2f630a17` — Hermes Philosophy Loop
+
+Old-state risk:
+- paused crons are not dead forever; they are resumable state
+- LLM-wrapped crons can revive old routing/model assumptions if resumed blindly
+
+### D. file exists but NOT currently loaded
+
+These are the ones most likely to surprise us later because they still exist and point at old realities.
+
+#### 10. ai.hermes.startup
+- Plist: `~/Library/LaunchAgents/ai.hermes.startup.plist`
+- Points to: `~/.hermes/bin/hermes-startup.sh`
+- Not loaded in launchctl at audit time
+- High-risk notes:
+  - startup script still expects `~/.hermes/bin/timmy-tmux.sh`
+  - that file is MISSING at audit time
+  - script also tries to start webhook listener and the old `timmy-loop` tmux world
+- This is a dormant old-state resurrection path
+
+#### 11. com.timmy.tick
+- Plist: `~/Library/LaunchAgents/com.timmy.tick.plist`
+- Points to: `/Users/apayne/Timmy-time-dashboard/deploy/timmy-tick-mac.sh`
+- Not loaded at audit time
+- Definitely legacy dashboard-era automation
+
+#### 12. com.tower.pr-automerge
+- Plist: `~/Library/LaunchAgents/com.tower.pr-automerge.plist`
+- Points to: `/Users/apayne/hermes-config/bin/pr-automerge.sh`
+- Not loaded at audit time
+- Separate Tower-era automation path; not part of current Timmy sidecar truth
+
+## State carriers that make the machine feel haunted
+
+These are the files and external states that most often "bring back old state":
+
+### Hermes runtime state
+- `~/.hermes/config.yaml`
+- `~/.hermes/channel_directory.json`
+- `~/.hermes/sessions/sessions.json`
+- `~/.hermes/state.db`
+
+### Loop state
+- `~/.hermes/logs/claude-skip-list.json`
+- `~/.hermes/logs/claude-active.json`
+- `~/.hermes/logs/claude-locks/`
+- `~/.hermes/logs/claude-pids/`
+- `~/.hermes/logs/gemini-skip-list.json`
+- `~/.hermes/logs/gemini-active.json`
+- `~/.hermes/logs/gemini-locks/`
+- `~/.hermes/logs/gemini-pids/`
+
+### Kimi queue state
+- Gitea labels, not local files, are the queue truth
+- `assigned-kimi`
+- `kimi-in-progress`
+- `kimi-done`
+
+### Worktree state
+- `~/worktrees/*`
+- especially old frontend/backend worktrees like:
+  - `~/worktrees/the-matrix`
+  - `~/worktrees/kimi-repo`
+
+### Launchd state
+- plist files in `~/Library/LaunchAgents`
+- anything with `RunAtLoad` and `KeepAlive` can resurrect automatically
+
+## Audit commands
+
+List loaded Timmy/Hermes automations:
+```bash
+launchctl list | egrep 'timmy|kimi|claude|max|dashboard|matrix|gateway|huey'
+```
+
+List Timmy/Hermes launch agent files:
+```bash
+find ~/Library/LaunchAgents -maxdepth 1 -name '*.plist' | egrep 'timmy|hermes|openclaw|tower'
+```
+
+List running loop scripts:
+```bash
+ps -Ao pid,ppid,etime,command | egrep '/Users/apayne/.hermes/bin/|/Users/apayne/.timmy/uniwizard/'
+```
+
+List cron jobs:
+```bash
+hermes cron list --include-disabled
+```
+
+## Safe reset order when old state keeps coming back
+
+1. Stop launchd jobs first
+```bash
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/ai.timmy.kimi-heartbeat.plist || true
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/ai.timmy.claudemax-watchdog.plist || true
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/ai.hermes.gateway.plist || true
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/ai.hermes.gateway-fenrir.plist || true
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/ai.openclaw.gateway.plist || true
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/com.timmy.dashboard-backend.plist || true
+launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/com.timmy.matrix-frontend.plist || true
+```
+
+2. Kill manual loops
+```bash
+pkill -f 'gemini-loop.sh' || true
+pkill -f 'timmy-orchestrator.sh' || true
+pkill -f 'claude-loop.sh' || true
+pkill -f 'claude .*--print' || true
+pkill -f 'gemini .*--yolo' || true
+```
+
+3. Clear local loop state
+```bash
+rm -rf ~/.hermes/logs/claude-locks/*.lock ~/.hermes/logs/claude-pids/*.pid
+rm -rf ~/.hermes/logs/gemini-locks/*.lock ~/.hermes/logs/gemini-pids/*.pid
+printf '{}\n' > ~/.hermes/logs/claude-active.json
+printf '{}\n' > ~/.hermes/logs/gemini-active.json
+rm -f /tmp/kimi-heartbeat.lock
+```
+
+4. If gateway/session drift is the problem, back up before clearing
+```bash
+cp ~/.hermes/config.yaml ~/.hermes/config.yaml.bak.$(date +%Y%m%d-%H%M%S)
+cp ~/.hermes/sessions/sessions.json ~/.hermes/sessions/sessions.json.bak.$(date +%Y%m%d-%H%M%S)
+```
+
+5. Relaunch only what you explicitly want
+
+## Current contradictions to fix later
+
+1. README still describes `bin/` as "NOT deprecated loops" but live runtime still contains revived loop scripts.
+2. `DEPRECATED.md` says claude-loop/gemini-loop/timmy-orchestrator/claudemax-watchdog were removed, but reality disagrees.
+3. `com.timmy.matrix-frontend` still points at `~/worktrees/the-matrix` rather than the nexus lineage.
+4. `ai.hermes.startup` still points at a startup path that expects missing `timmy-tmux.sh`.
+5. `gemini-loop.sh` and `timmy-orchestrator.sh` are live but not yet mirrored into timmy-config/bin/.
+
+Until those are reconciled, trust this inventory over older prose.
--- a/docs/local-model-integration-sketch.md
+++ b/docs/local-model-integration-sketch.md
@@ -0,0 +1,438 @@
+# Local Model Integration Sketch v2
+# Hermes4-14B in the Heartbeat Loop — No New Telemetry
+
+## Principle
+
+No new inference layer. Huey tasks call `hermes chat -q` pointed at
+Ollama. Hermes handles sessions, token tracking, cost logging.
+The dashboard reads what Hermes already stores.
+
+---
+
+## Why Not Ollama Directly?
+
+Ollama is fine as a serving backend. The issue isn't Ollama — it's that
+calling Ollama directly with urllib bypasses the harness. The harness
+already tracks sessions, tokens, model/provider, platform. Building a
+second telemetry layer is owning code we don't need.
+
+Ollama as a named provider isn't wired into the --provider flag yet,
+but routing works via env vars:
+
+    HERMES_MODEL="hermes4:14b" \
+    HERMES_PROVIDER="custom" \
+    HERMES_BASE_URL="http://localhost:11434/v1" \
+    hermes chat -q "prompt here" -Q
+
+This creates a tracked session, logs tokens, and returns the response.
+That's our local inference call.
+
+### Alternatives to Ollama for serving:
+- **llama.cpp server** — lighter, no Python, raw HTTP. Good for single
+  model serving. Less convenient for model switching.
+- **vLLM** — best throughput, but needs NVIDIA GPU. Not for M3 Mac.
+- **MLX serving** — native Apple Silicon, but no OpenAI-compat API yet.
+  MLX is for training, not serving (our current policy).
+- **llamafile** — single binary, portable. Good for distribution.
+
+Verdict: Ollama is fine. It's the standard OpenAI-compat local server
+on Mac. The issue was never Ollama — it was bypassing the harness.
+
+---
+
+## 1. The Call Pattern
+
+One function in tasks.py that all Huey tasks use:
+
+```python
+import subprocess
+import json
+
+HERMES_BIN = "hermes"
+LOCAL_ENV = {
+    "HERMES_MODEL": "hermes4:14b",
+    "HERMES_PROVIDER": "custom",
+    "HERMES_BASE_URL": "http://localhost:11434/v1",
+}
+
+def hermes_local(prompt, caller_tag=None, max_retries=2):
+    """Call hermes with local Ollama model. Returns response text.
+    
+    Every call creates a hermes session with full telemetry.
+    caller_tag gets prepended to prompt for searchability.
+    """
+    import os
+    env = os.environ.copy()
+    env.update(LOCAL_ENV)
+    
+    tagged_prompt = prompt
+    if caller_tag:
+        tagged_prompt = f"[{caller_tag}] {prompt}"
+    
+    for attempt in range(max_retries + 1):
+        try:
+            result = subprocess.run(
+                [HERMES_BIN, "chat", "-q", tagged_prompt, "-Q", "-t", "none"],
+                capture_output=True, text=True,
+                timeout=120, env=env,
+            )
+            if result.returncode == 0 and result.stdout.strip():
+                # Strip the session_id line from -Q output
+                lines = result.stdout.strip().split("\n")
+                response_lines = [l for l in lines if not l.startswith("session_id:")]
+                return "\n".join(response_lines).strip()
+        except subprocess.TimeoutExpired:
+            if attempt == max_retries:
+                return None
+            continue
+    return None
+```
+
+Notes:
+- `-t none` disables all toolsets — the heartbeat model shouldn't
+  have terminal/file access. Pure reasoning only.
+- `-Q` quiet mode suppresses banner/spinner, gives clean output.
+- Every call creates a session in Hermes session store. Searchable,
+  exportable, countable.
+- The `[caller_tag]` prefix lets you filter sessions by which Huey
+  task generated them: `hermes sessions list | grep heartbeat`
+
+---
+
+## 2. Heartbeat DECIDE Phase
+
+Replace the hardcoded if/else with a model call:
+
+```python
+# In heartbeat_tick(), replace the DECIDE + ACT section:
+
+    # DECIDE: let hermes4:14b reason about what to do
+    decide_prompt = f"""System state at {now.isoformat()}:
+
+{json.dumps(perception, indent=2)}
+
+Previous tick: {last_tick.get('tick_id', 'none')}
+
+You are the heartbeat monitor. Based on this state:
+1. List any actions needed (alerts, restarts, escalations). Empty if all OK.
+2. Rate severity: ok, warning, or critical.
+3. One sentence of reasoning.
+
+Respond ONLY with JSON:
+{{"actions": [], "severity": "ok", "reasoning": "..."}}"""
+
+    decision = None
+    try:
+        raw = hermes_local(decide_prompt, caller_tag="heartbeat_tick")
+        if raw:
+            # Try to parse JSON from the response
+            # Model might wrap it in markdown, so extract
+            for line in raw.split("\n"):
+                line = line.strip()
+                if line.startswith("{"):
+                    decision = json.loads(line)
+                    break
+            if not decision:
+                decision = json.loads(raw)
+    except (json.JSONDecodeError, Exception) as e:
+        decision = None
+
+    # Fallback to hardcoded logic if model fails or is down
+    if decision is None:
+        actions = []
+        if not perception.get("gitea_alive"):
+            actions.append("ALERT: Gitea unreachable")
+        health = perception.get("model_health", {})
+        if isinstance(health, dict) and not health.get("ollama_running"):
+            actions.append("ALERT: Ollama not running")
+        decision = {
+            "actions": actions,
+            "severity": "fallback",
+            "reasoning": "model unavailable, used hardcoded checks"
+        }
+
+    tick_record["decision"] = decision
+    actions = decision.get("actions", [])
+```
+
+---
+
+## 3. DPO Candidate Collection
+
+No new database. Hermes sessions ARE the DPO candidates.
+
+Every `hermes_local()` call creates a session. To extract DPO pairs:
+
+```bash
+# Export all local-model sessions
+hermes sessions export --output /tmp/local-sessions.jsonl
+
+# Filter for heartbeat decisions
+grep "heartbeat_tick" /tmp/local-sessions.jsonl > heartbeat_decisions.jsonl
+```
+
+The existing `session_export` Huey task (runs every 4h) already extracts
+user→assistant pairs. It just needs to be aware that some sessions are
+now local-model decisions instead of human conversations.
+
+For DPO annotation, add a simple review script:
+
+```python
+# review_decisions.py — reads heartbeat tick logs, shows model decisions,
+# asks Alexander to mark chosen/rejected
+# Writes annotations back to the tick log files
+
+import json
+from pathlib import Path
+
+TICK_DIR = Path.home() / ".timmy" / "heartbeat"
+
+for log_file in sorted(TICK_DIR.glob("ticks_*.jsonl")):
+    for line in log_file.read_text().strip().split("\n"):
+        tick = json.loads(line)
+        decision = tick.get("decision", {})
+        if decision.get("severity") == "fallback":
+            continue  # skip fallback entries
+        
+        print(f"\n--- Tick {tick['tick_id']} ---")
+        print(f"Perception: {json.dumps(tick['perception'], indent=2)}")
+        print(f"Decision:   {json.dumps(decision, indent=2)}")
+        
+        rating = input("Rate (c=chosen, r=rejected, s=skip): ").strip()
+        if rating in ("c", "r"):
+            tick["dpo_label"] = "chosen" if rating == "c" else "rejected"
+            # write back... (append to annotated file)
+```
+
+---
+
+## 4. Dashboard — Reads Hermes Data
+
+```python
+#!/usr/bin/env python3
+"""Timmy Model Dashboard — reads from Hermes, owns nothing."""
+
+import json
+import os
+import subprocess
+import sys
+import time
+import urllib.request
+from datetime import datetime
+from pathlib import Path
+
+HERMES_HOME = Path.home() / ".hermes"
+TIMMY_HOME = Path.home() / ".timmy"
+
+
+def get_ollama_models():
+    """What's available in Ollama."""
+    try:
+        req = urllib.request.Request("http://localhost:11434/api/tags")
+        with urllib.request.urlopen(req, timeout=5) as resp:
+            return json.loads(resp.read()).get("models", [])
+    except Exception:
+        return []
+
+
+def get_loaded_models():
+    """What's actually in VRAM right now."""
+    try:
+        req = urllib.request.Request("http://localhost:11434/api/ps")
+        with urllib.request.urlopen(req, timeout=5) as resp:
+            return json.loads(resp.read()).get("models", [])
+    except Exception:
+        return []
+
+
+def get_huey_status():
+    try:
+        r = subprocess.run(["pgrep", "-f", "huey_consumer"],
+                          capture_output=True, timeout=5)
+        return r.returncode == 0
+    except Exception:
+        return False
+
+
+def get_hermes_sessions(hours=24):
+    """Read session metadata from Hermes session store."""
+    sessions_file = HERMES_HOME / "sessions" / "sessions.json"
+    if not sessions_file.exists():
+        return []
+    try:
+        data = json.loads(sessions_file.read_text())
+        return list(data.values())
+    except Exception:
+        return []
+
+
+def get_heartbeat_ticks(date_str=None):
+    """Read today's heartbeat ticks."""
+    if not date_str:
+        date_str = datetime.now().strftime("%Y%m%d")
+    tick_file = TIMMY_HOME / "heartbeat" / f"ticks_{date_str}.jsonl"
+    if not tick_file.exists():
+        return []
+    ticks = []
+    for line in tick_file.read_text().strip().split("\n"):
+        try:
+            ticks.append(json.loads(line))
+        except Exception:
+            continue
+    return ticks
+
+
+def render(hours=24):
+    models = get_ollama_models()
+    loaded = get_loaded_models()
+    huey = get_huey_status()
+    sessions = get_hermes_sessions(hours)
+    ticks = get_heartbeat_ticks()
+
+    loaded_names = {m.get("name", "") for m in loaded}
+
+    print("\033[2J\033[H")
+    print("=" * 70)
+    print("  TIMMY MODEL DASHBOARD")
+    now = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    print(f"  {now}  |  Huey: {'UP' if huey else 'DOWN'}  |  Ollama models: {len(models)}")
+    print("=" * 70)
+
+    # DEPLOYMENTS
+    print("\n  LOCAL MODELS")
+    print("  " + "-" * 55)
+    for m in models:
+        name = m.get("name", "?")
+        size_gb = m.get("size", 0) / 1e9
+        status = "IN VRAM" if name in loaded_names else "on disk"
+        print(f"    {name:35s} {size_gb:5.1f}GB  {status}")
+    if not models:
+        print("    (Ollama not responding)")
+
+    # HERMES SESSION ACTIVITY
+    # Count sessions by platform/provider
+    print(f"\n  HERMES SESSIONS (recent)")
+    print("  " + "-" * 55)
+    local_sessions = [s for s in sessions
+                     if "localhost" in str(s.get("origin", {}))]
+    cli_sessions = [s for s in sessions
+                   if s.get("platform") == "cli" or s.get("origin", {}).get("platform") == "cli"]
+
+    total_tokens = sum(s.get("total_tokens", 0) for s in sessions)
+    print(f"    Total sessions: {len(sessions)}")
+    print(f"    CLI sessions: {len(cli_sessions)}")
+    print(f"    Total tokens: {total_tokens:,}")
+
+    # HEARTBEAT STATUS
+    print(f"\n  HEARTBEAT ({len(ticks)} ticks today)")
+    print("  " + "-" * 55)
+    if ticks:
+        last = ticks[-1]
+        decision = last.get("decision", {})
+        severity = decision.get("severity", "unknown")
+        reasoning = decision.get("reasoning", "no model decision yet")
+        print(f"    Last tick: {last.get('tick_id', '?')}")
+        print(f"    Severity:  {severity}")
+        print(f"    Reasoning: {reasoning[:60]}")
+
+        # Count model vs fallback decisions
+        model_decisions = sum(1 for t in ticks
+                            if t.get("decision", {}).get("severity") != "fallback")
+        fallback = len(ticks) - model_decisions
+        print(f"    Model decisions: {model_decisions}  |  Fallback: {fallback}")
+
+        # DPO labels if any
+        labeled = sum(1 for t in ticks if "dpo_label" in t)
+        if labeled:
+            chosen = sum(1 for t in ticks if t.get("dpo_label") == "chosen")
+            rejected = sum(1 for t in ticks if t.get("dpo_label") == "rejected")
+            print(f"    DPO labeled: {labeled} (chosen: {chosen}, rejected: {rejected})")
+    else:
+        print("    (no ticks today)")
+
+    # ACTIVE LOOPS
+    print(f"\n  ACTIVE LOOPS USING LOCAL MODELS")
+    print("  " + "-" * 55)
+    print("    heartbeat_tick    10m    hermes4:14b    DECIDE phase")
+    print("    (future)          15m    hermes4:14b    issue triage")
+    print("    (future)          daily  timmy:v0.1     morning report")
+
+    print(f"\n  NON-LOCAL LOOPS (Gemini/Grok API)")
+    print("  " + "-" * 55)
+    print("    gemini_worker     20m    gemini-2.5-pro   aider")
+    print("    grok_worker       20m    grok-3-fast      opencode")
+    print("    cross_review      30m    both             PR review")
+
+    print("\n" + "=" * 70)
+
+
+if __name__ == "__main__":
+    watch = "--watch" in sys.argv
+    hours = 24
+    for a in sys.argv[1:]:
+        if a.startswith("--hours="):
+            hours = int(a.split("=")[1])
+    if watch:
+        while True:
+            render(hours)
+            time.sleep(30)
+    else:
+        render(hours)
+```
+
+---
+
+## 5. Implementation Steps
+
+### Step 1: Add hermes_local() to tasks.py
+- One function, ~20 lines
+- Calls `hermes chat -q` with Ollama env vars
+- All telemetry comes from Hermes for free
+
+### Step 2: Wire heartbeat_tick DECIDE phase
+- Replace 6 lines of if/else with hermes_local() call
+- Keep hardcoded fallback when model is down
+- Decision stored in tick record for DPO review
+
+### Step 3: Fix the MCP server warning
+- The orchestration MCP server path is broken — harmless but noisy
+- Either fix the path or remove from config
+
+### Step 4: Drop model_dashboard.py in timmy-config/bin/
+- Reads Ollama API, Hermes sessions, heartbeat ticks
+- No new data stores — just views over existing ones
+- `python3 model_dashboard.py --watch` for live view
+
+### Step 5: Expand to more Huey tasks
+- triage_issues: model reads issue, picks agent
+- good_morning_report: model writes the "From Timmy" section
+- Each expansion is just calling hermes_local() with a different prompt
+
+---
+
+## What Gets Hotfixed in Hermes Config
+
+If `hermes insights` is broken (the cache_read_tokens column error),
+that needs a fix. The dashboard falls back to reading sessions.json
+directly, but insights would be the better data source.
+
+The `providers.ollama` section in config.yaml exists but isn't wired
+to the --provider flag. Filing this upstream or patching locally would
+let us do `hermes chat -q "..." --provider ollama` cleanly instead
+of relying on env vars. Not blocking — env vars work today.
+
+---
+
+## What This Owns
+
+- hermes_local() — 20-line wrapper around a subprocess call
+- model_dashboard.py — read-only views over existing data
+- review_decisions.py — optional DPO annotation CLI
+
+## What This Does NOT Own
+
+- Inference. Ollama does that.
+- Telemetry. Hermes does that.
+- Session storage. Hermes does that.
+- Token counting. Hermes does that.
+- Training pipeline. Already exists in timmy-config/training/.
--- a/gitea_client.py
+++ b/gitea_client.py
@@ -521,8 +521,17 @@ class GiteaClient:
        return result

    def find_agent_issues(self, repo: str, agent: str, limit: int = 50) -> list[Issue]:
-        """Find open issues assigned to a specific agent."""
-        return self.list_issues(repo, state="open", assignee=agent, limit=limit)
+        """Find open issues assigned to a specific agent.
+
+        Gitea's assignee query can return stale or misleading results, so we
+        always post-filter on the actual assignee list in the returned issue.
+        """
+        issues = self.list_issues(repo, state="open", assignee=agent, limit=limit)
+        agent_lower = agent.lower()
+        return [
+            issue for issue in issues
+            if any((assignee.login or "").lower() == agent_lower for assignee in issue.assignees)
+        ]

    def find_agent_pulls(self, repo: str, agent: str) -> list[PullRequest]:
        """Find open PRs created by a specific agent."""
--- a/logs/huey.error.log
+++ b/logs/huey.error.log
--- a/logs/huey.log
+++ b/logs/huey.log
--- a/playbooks/bug-fixer.yaml
+++ b/playbooks/bug-fixer.yaml
@@ -4,7 +4,7 @@ description: >
  reproduces the bug, then fixes the code, then verifies.

 model:
-  preferred: claude-opus-4-6
+  preferred: qwen3:30b
  fallback: claude-sonnet-4-20250514
  max_turns: 30
  temperature: 0.2
--- a/playbooks/issue-triager.yaml
+++ b/playbooks/issue-triager.yaml
@@ -4,7 +4,7 @@ description: >
  agents. Decomposes large issues into smaller ones.

 model:
-  preferred: claude-opus-4-6
+  preferred: qwen3:30b
  fallback: claude-sonnet-4-20250514
  max_turns: 20
  temperature: 0.3
--- a/playbooks/pr-reviewer.yaml
+++ b/playbooks/pr-reviewer.yaml
@@ -4,7 +4,7 @@ description: >
  comments on problems. The merge bot replacement.

 model:
-  preferred: claude-opus-4-6
+  preferred: qwen3:30b
  fallback: claude-sonnet-4-20250514
  max_turns: 20
  temperature: 0.2
--- a/playbooks/refactor-specialist.yaml
+++ b/playbooks/refactor-specialist.yaml
@@ -4,7 +4,7 @@ description: >
  Well-scoped: 1-3 files per task, clear acceptance criteria.

 model:
-  preferred: claude-opus-4-6
+  preferred: qwen3:30b
  fallback: claude-sonnet-4-20250514
  max_turns: 30
  temperature: 0.3
--- a/playbooks/security-auditor.yaml
+++ b/playbooks/security-auditor.yaml
@@ -4,7 +4,7 @@ description: >
  dependency issues. Files findings as Gitea issues.

 model:
-  preferred: claude-opus-4-6
+  preferred: qwen3:30b
  fallback: claude-opus-4-6
  max_turns: 40
  temperature: 0.2
--- a/playbooks/test-writer.yaml
+++ b/playbooks/test-writer.yaml
@@ -4,7 +4,7 @@ description: >
  writes meaningful tests, verifies they pass.

 model:
-  preferred: claude-opus-4-6
+  preferred: qwen3:30b
  fallback: claude-sonnet-4-20250514
  max_turns: 30
  temperature: 0.3
--- a/playbooks/verified-logic.yaml
+++ b/playbooks/verified-logic.yaml
@@ -0,0 +1,47 @@
+name: verified-logic
+description: >
+  Crucible-first playbook for tasks that require proof instead of plausible prose.
+  Use Z3-backed sidecar tools for scheduling, dependency ordering, capacity checks,
+  and consistency verification.
+
+model:
+  preferred: claude-opus-4-6
+  fallback: claude-sonnet-4-20250514
+  max_turns: 12
+  temperature: 0.1
+
+tools:
+  - mcp_crucible_schedule_tasks
+  - mcp_crucible_order_dependencies
+  - mcp_crucible_capacity_fit
+
+trigger:
+  manual: true
+
+steps:
+  - classify_problem
+  - choose_template
+  - translate_into_constraints
+  - verify_with_crucible
+  - report_sat_unsat_with_witness
+
+output: verified_result
+timeout_minutes: 5
+
+system_prompt: |
+  You are running the Crucible playbook.
+
+  Use this playbook for:
+  - scheduling and deadline feasibility
+  - dependency ordering and cycle checks
+  - capacity / resource allocation constraints
+  - consistency checks where a contradiction matters
+
+  RULES:
+  1. Do not bluff through logic.
+  2. Pick the narrowest Crucible template that fits the task.
+  3. Translate the user's question into structured constraints.
+  4. Call the Crucible tool.
+  5. If SAT, report the witness model clearly.
+  6. If UNSAT, say the constraints are impossible and explain which shape of constraint caused the contradiction.
+  7. If the task is not a good fit for these templates, say so plainly instead of pretending it was verified.
--- a/tasks.py
+++ b/tasks.py
--- a/tests/test_gitea_assignee_filter.py
+++ b/tests/test_gitea_assignee_filter.py
@@ -0,0 +1,44 @@
+from gitea_client import GiteaClient, Issue, User
+
+
+def _issue(number: int, assignees: list[str]) -> Issue:
+    return Issue(
+        number=number,
+        title=f"Issue {number}",
+        body="",
+        state="open",
+        user=User(id=1, login="Timmy"),
+        assignees=[User(id=i + 10, login=name) for i, name in enumerate(assignees)],
+        labels=[],
+    )
+
+
+def test_find_agent_issues_filters_actual_assignees(monkeypatch):
+    client = GiteaClient(base_url="http://example.invalid", token="test-token")
+
+    returned = [
+        _issue(73, ["Timmy"]),
+        _issue(74, ["gemini"]),
+        _issue(75, ["grok", "Timmy"]),
+        _issue(76, []),
+    ]
+
+    monkeypatch.setattr(client, "list_issues", lambda *args, **kwargs: returned)
+
+    gemini_issues = client.find_agent_issues("Timmy_Foundation/timmy-config", "gemini")
+    grok_issues = client.find_agent_issues("Timmy_Foundation/timmy-config", "grok")
+    kimi_issues = client.find_agent_issues("Timmy_Foundation/timmy-config", "kimi")
+
+    assert [issue.number for issue in gemini_issues] == [74]
+    assert [issue.number for issue in grok_issues] == [75]
+    assert kimi_issues == []
+
+
+def test_find_agent_issues_is_case_insensitive(monkeypatch):
+    client = GiteaClient(base_url="http://example.invalid", token="test-token")
+    returned = [_issue(80, ["Gemini"])]
+    monkeypatch.setattr(client, "list_issues", lambda *args, **kwargs: returned)
+
+    issues = client.find_agent_issues("Timmy_Foundation/the-nexus", "gemini")
+
+    assert [issue.number for issue in issues] == [80]
--- a/tests/test_local_runtime_defaults.py
+++ b/tests/test_local_runtime_defaults.py
@@ -0,0 +1,21 @@
+from __future__ import annotations
+
+from pathlib import Path
+
+import yaml
+
+
+def test_config_defaults_to_local_llama_cpp_runtime() -> None:
+    config = yaml.safe_load(Path("config.yaml").read_text())
+
+    assert config["model"]["provider"] == "custom"
+    assert config["model"]["default"] == "hermes4:14b"
+    assert config["model"]["base_url"] == "http://localhost:8081/v1"
+
+    local_provider = next(
+        entry for entry in config["custom_providers"] if entry["name"] == "Local llama.cpp"
+    )
+    assert local_provider["model"] == "hermes4:14b"
+
+    assert config["fallback_model"]["provider"] == "custom"
+    assert config["fallback_model"]["model"] == "gemini-2.5-pro"
--- a/training/README.md
+++ b/training/README.md
@@ -1,8 +1,11 @@
 # Training

-LoRA fine-tuning pipeline for Timmy's sovereign model. No custom harness — just config files for existing tools.
+Transitional training recipes for Timmy's sovereign model. These files are
+useful as reference configs and export helpers, but they are not the canonical
+home of Timmy's lived training data.

-Replaces the `autolora` repo (1,500 lines of custom code → config + `make`).
+Canonical data should live in `timmy-home` under gameplay trajectories,
+research artifacts, and `training-data/` exports such as DPO pairs.

 ## Install

@@ -23,6 +26,16 @@ make convert        # Convert merged data to MLX train/valid format
 make help           # Show all targets
 ```

+## Status
+
+This directory exists to avoid re-growing a bespoke training harness while the
+system boundary is being cleaned up.
+
+- Keep thin recipes and export helpers here only when they directly support the
+  Hermes sidecar.
+- Keep generated data, DPO pairs, and other lived artifacts in `timmy-home`.
+- Prefer deleting stale pipeline code over expanding it.
+
 ## Files

 ```
Author	SHA1	Message	Date
Alexander Whitestone	ffea2964c4	docs: inventory live automations and stale-state risks	2026-04-04 15:57:54 -04:00
Alexander Whitestone	5deaea26b3	fix: stabilize local loop operations	2026-04-04 15:50:37 -04:00
Alexander Whitestone	9d0ea981db	config: update channel_directory.json,logs/huey.error.log	2026-03-30 17:00:48 -04:00
Alexander Whitestone	2df8a1e627	config: update channel_directory.json,logs/huey.error.log	2026-03-30 16:01:23 -04:00
Alexander Whitestone	996e096da0	config: update channel_directory.json,logs/huey.error.log	2026-03-30 15:00:45 -04:00
Alexander Whitestone	eba8c2d320	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-30 14:00:45 -04:00
Alexander Whitestone	3d2bf6c1cf	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-30 13:00:49 -04:00
Alexander Whitestone	8f0f6a0500	config: update channel_directory.json,logs/huey.error.log	2026-03-30 12:00:55 -04:00
Alexander Whitestone	5571b94a81	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-30 11:00:53 -04:00
Alexander Whitestone	508140ac59	config: update channel_directory.json,logs/huey.error.log	2026-03-30 10:00:44 -04:00
Alexander Whitestone	3789af2622	config: update channel_directory.json,logs/huey.error.log	2026-03-30 09:00:43 -04:00
Alexander Whitestone	2ff28609f8	config: update channel_directory.json,logs/huey.error.log	2026-03-30 08:00:52 -04:00
Alexander Whitestone	4372a406bf	config: update channel_directory.json,logs/huey.error.log	2026-03-30 07:00:50 -04:00
Alexander Whitestone	0e126be7e8	config: update channel_directory.json,logs/huey.error.log	2026-03-30 06:00:50 -04:00
Alexander Whitestone	fcdbd57eb8	config: update channel_directory.json,logs/huey.error.log	2026-03-30 05:00:48 -04:00
Alexander Whitestone	789b23c69a	config: update channel_directory.json,logs/huey.error.log	2026-03-30 04:00:49 -04:00
Alexander Whitestone	0ca78ae17f	config: update channel_directory.json,logs/huey.error.log	2026-03-30 03:00:49 -04:00
Alexander Whitestone	832b3f4188	config: update channel_directory.json,logs/huey.error.log	2026-03-30 02:00:52 -04:00
Alexander Whitestone	c9679ed827	config: update channel_directory.json,logs/huey.error.log	2026-03-30 01:00:50 -04:00
Alexander Whitestone	c82932c37b	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-30 00:00:52 -04:00
Alexander Whitestone	b92bcd52a5	config: update channel_directory.json,logs/huey.error.log	2026-03-29 23:00:51 -04:00
Alexander Whitestone	6ee2d50bcd	config: update channel_directory.json,logs/huey.error.log	2026-03-29 22:00:53 -04:00
Alexander Whitestone	11e8dc8931	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-29 21:00:57 -04:00
Alexander Whitestone	9c235616bf	config: update channel_directory.json,logs/huey.error.log	2026-03-29 20:00:48 -04:00
Alexander Whitestone	4fee656eff	config: update channel_directory.json,logs/huey.error.log	2026-03-29 19:00:51 -04:00
Alexander Whitestone	247206bc60	config: update channel_directory.json,logs/huey.error.log	2026-03-29 18:00:52 -04:00
Alexander Whitestone	24376306a8	config: update channel_directory.json,logs/huey.error.log	2026-03-29 17:00:51 -04:00
Alexander Whitestone	7959f0f4a3	config: update channel_directory.json,logs/huey.error.log	2026-03-29 16:00:49 -04:00
Alexander Whitestone	2facaf12b0	config: update channel_directory.json,logs/huey.error.log	2026-03-29 15:00:55 -04:00
Alexander Whitestone	e650996966	config: update channel_directory.json,logs/huey.error.log	2026-03-29 14:00:50 -04:00
Alexander Whitestone	6693cccd88	config: update channel_directory.json,logs/huey.error.log	2026-03-29 13:00:48 -04:00
Alexander Whitestone	fd6b27b77e	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-29 12:00:50 -04:00
Alexander Whitestone	0b32b51626	config: update channel_directory.json,logs/huey.error.log	2026-03-29 11:00:46 -04:00
Alexander Whitestone	88fe21a88c	config: update channel_directory.json,logs/huey.error.log	2026-03-29 10:00:43 -04:00
Alexander Whitestone	2f4ad87e7b	config: update channel_directory.json,logs/huey.error.log	2026-03-29 09:00:48 -04:00
Alexander Whitestone	87f2961f9d	config: update channel_directory.json,logs/huey.error.log	2026-03-29 08:00:53 -04:00
Alexander Whitestone	53ae5db414	config: update channel_directory.json,logs/huey.error.log	2026-03-29 07:00:47 -04:00
Alexander Whitestone	70d3f2594d	config: update channel_directory.json,logs/huey.error.log	2026-03-29 06:00:53 -04:00
Alexander Whitestone	8502de0deb	config: update channel_directory.json,logs/huey.error.log	2026-03-29 05:00:48 -04:00
Alexander Whitestone	789b47aebb	config: update channel_directory.json,logs/huey.error.log	2026-03-29 04:00:49 -04:00
Alexander Whitestone	aab1328367	config: update channel_directory.json,logs/huey.error.log	2026-03-29 03:00:52 -04:00
Alexander Whitestone	6be9a268c4	config: update channel_directory.json,logs/huey.error.log	2026-03-29 02:00:52 -04:00
Alexander Whitestone	949d33c88a	config: update channel_directory.json,logs/huey.error.log	2026-03-29 01:00:48 -04:00
Alexander Whitestone	a69c002ede	config: update channel_directory.json,logs/huey.error.log	2026-03-29 00:00:51 -04:00
Alexander Whitestone	a341a61180	config: update logs/huey.error.log	2026-03-28 23:00:59 -04:00
Alexander Whitestone	56ba35db40	config: update channel_directory.json,config.yaml,logs/huey.error.log,tasks.py	2026-03-28 22:00:56 -04:00
Alexander Whitestone	3104f31f52	config: update channel_directory.json,config.yaml,logs/huey.error.log,playbooks/bug-fixer.yaml,playbooks/issue-triager.yaml,playbooks/pr-reviewer.yaml,playbooks/refactor-specialist.yaml,playbooks/security-auditor.yaml,playbooks/test-writer.yaml,playbooks/verified-logic.yaml,skins/timmy.yaml	2026-03-28 21:00:51 -04:00
Alexander Whitestone	e149ce1dfa	config: update channel_directory.json,logs/huey.error.log	2026-03-28 20:00:44 -04:00
Alexander Whitestone	62f6665487	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-28 18:00:19 -04:00
Alexander Whitestone	fc0460d803	config: update channel_directory.json,config.yaml,logs/huey.error.log	2026-03-28 17:00:16 -04:00
Alexander Whitestone	f7e2971863	config: update channel_directory.json,logs/huey.error.log	2026-03-28 16:00:16 -04:00
Alexander Whitestone	167ed0f27d	config: update channel_directory.json,logs/huey.error.log	2026-03-28 15:00:16 -04:00
Alexander Whitestone	a1d218417f	config: update channel_directory.json,logs/huey.error.log	2026-03-28 14:00:16 -04:00
Alexander Whitestone	05d503682a	config: update channel_directory.json,logs/huey.error.log	2026-03-28 13:00:13 -04:00
Alexander Whitestone	5b162e27d7	config: update channel_directory.json,logs/huey.error.log	2026-03-28 12:00:17 -04:00
Alexander Whitestone	0b0ac43041	config: update channel_directory.json,logs/huey.error.log	2026-03-28 11:00:16 -04:00
Alexander Whitestone	c8003c28ba	config: update channel_directory.json,config.yaml,logs/huey.error.log,logs/huey.log	2026-03-28 10:00:15 -04:00
Timmy Time	0b77282831	fix: filter actual assignees before dispatching agents (#82 )	2026-03-28 13:31:40 +00:00
Timmy Time	f263156cf1	test: make local llama.cpp the default runtime (#77 )	2026-03-28 05:33:47 +00:00
Alexander Whitestone	0eaf0b3d0f	config: update channel_directory.json,config.yaml,skins/timmy.yaml	2026-03-28 01:00:09 -04:00
Alexander Whitestone	53ffca38a1	Merge pull request 'Fix Morrowind MCP tool naming — prevent hallucination loops' (#48 ) from fix/mcp-morrowind-tool-naming into main Reviewed-on: http://143.198.27.163:3000/Timmy_Foundation/timmy-config/pulls/48	2026-03-28 02:44:16 +00:00
Perplexity Computer	fd26354678	fix: rename MCP server key morrowind → mw	2026-03-28 02:44:07 +00:00
Perplexity Computer	c9b6869d9f	fix: rename MCP server key morrowind → mw to prevent tool name hallucination	2026-03-28 02:44:07 +00:00
Alexander Whitestone	7f912b7662	huey: stop triage comment spam	2026-03-27 22:19:19 -04:00
Alexander Whitestone	4042a23441	config: update channel_directory.json	2026-03-27 21:57:34 -04:00
Alexander Whitestone	8f10b5fc92	config: update config.yaml	2026-03-27 21:00:44 -04:00
Perplexity Computer	fbd1b9e88f	Merge pull request 'Fix Hermes archive runner environment' (#44 ) from codex/hermes-venv-runner into main	2026-03-27 22:54:05 +00:00
Alexander Whitestone	ea38041514	Fix Hermes archive runner environment	2026-03-27 18:48:36 -04:00
Perplexity Computer	579a775a0a	Merge pull request 'Orchestrate the private Twitter archive learning loop' (#29 ) from codex/twitter-archive-orchestration into main	2026-03-27 22:16:46 +00:00
Alexander Whitestone	689a2331d5	feat: orchestrate private twitter archive learning loop	2026-03-27 18:09:28 -04:00
Perplexity Computer	2ddda436a9	Merge pull request 'Tighten Hermes cutover and export checks' (#28 ) from codex/cleanup-pass-2 into main	2026-03-27 21:57:29 +00:00
Alexander Whitestone	d72ae92189	Tighten Hermes cutover and export checks	2026-03-27 17:35:07 -04:00
Perplexity Computer	2384908be7	Merge pull request 'Clarify sidecar boundary and training status' (#27 ) from codex/cleanup-boundaries into main	2026-03-27 21:21:34 +00:00
Alexander Whitestone	82ba8896b3	docs: clarify sidecar boundary and training status	2026-03-27 17:15:57 -04:00
Alexander Whitestone	3b34faeb17	config: update channel_directory.json,config.yaml,tasks.py	2026-03-27 16:00:29 -04:00
Alexander Whitestone	f9be0eb481	config: update channel_directory.json	2026-03-27 15:00:31 -04:00
Alexander Whitestone	383a969791	config: update config.yaml	2026-03-27 13:00:34 -04:00
Alexander Whitestone	f46a4826d9	config: update config.yaml	2026-03-27 11:00:31 -04:00
Alexander Whitestone	3b1763ce4c	config: update config.yaml	2026-03-27 00:00:30 -04:00
Alexander Whitestone	78f5216540	config: update config.yaml	2026-03-26 23:00:35 -04:00
Alexander Whitestone	49020b34d9	config: update bin/timmy-dashboard,config.yaml,docs/local-model-integration-sketch.md,tasks.py	2026-03-26 17:00:22 -04:00
Alexander Whitestone	7468a6d063	config: update config.yaml	2026-03-26 13:00:29 -04:00
Alexander Whitestone	f9155b28e3	v1.0 rejected — NaN from wrong tokenizer, Morrowind MCP pipeline working	2026-03-26 12:32:08 -04:00
Alexander Whitestone	16675abd79	config: update config.yaml	2026-03-26 12:00:46 -04:00
Alexander Whitestone	1fce489364	Add adapter manifest — version control for trained models Only version adapters (~40MB each), never base models. Base models are reproducible HuggingFace downloads referenced by path. Manifest records: base, data, training config, eval results, status. History: v0 through v0.2 on 8B (crisis gated, retired/rejected). Active: v1.0 training now on Hermes4-14B-4bit.	2026-03-26 11:44:29 -04:00