[gemini] [HEARTBEAT] Rewire heartbeat_tick to invoke Hermes sessions for training telemetry (#20)

.gitignore

@@ -8,3 +8,4 @@
 *.db-wal
 *.db-shm
 __pycache__/
+.aider*

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 harness overlay. 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 operational state. Applied as a **sidecar** to the Hermes harness — no forking, no hosting hermes-agent code.
 
 ## Structure
 
@@ -23,22 +23,9 @@ timmy-config/
 ├── memories/                  ← Persistent memory YAML
 ├── skins/                     ← UI skins (timmy skin)
 ├── playbooks/                 ← Agent playbooks (YAML)
-├── cron/                      ← Cron job definitions
-└── training/                  ← Transitional training recipes, not canonical lived data
+└── cron/                      ← Cron job definitions
 ```
 
-## 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`.
-
 ## Orchestration: Huey
 
 All orchestration (triage, PR review, dispatch) runs via [Huey](https://github.com/coleifer/huey) with SQLite.

channel_directory.json

@@ -1,5 +1,5 @@
 {
-  "updated_at": "2026-03-27T15:20:52.948451",
+  "updated_at": "2026-03-26T10:19:33.045324",
   "platforms": {
     "discord": [
       {

config.yaml

@@ -1,13 +1,11 @@
 model:
-  default: auto
-  provider: custom
-  context_length: 65536
-  base_url: http://localhost:8081/v1
+  default: claude-opus-4-6
+  provider: anthropic
 toolsets:
 - all
 agent:
   max_turns: 30
-  reasoning_effort: xhigh
+  reasoning_effort: medium
   verbose: false
 terminal:
   backend: local
@@ -96,13 +94,11 @@ 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_progress: all
 privacy:
   redact_pii: false
@@ -185,17 +181,17 @@ session_reset:
   mode: none
   idle_minutes: 0
 custom_providers:
-- name: Local llama.cpp
-  base_url: http://localhost:8081/v1
-  api_key: none
-  model: auto
+- name: Local Ollama
+  base_url: http://localhost:11434/v1
+  api_key: ollama
+  model: glm-4.7-flash:latest
 - 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 llama.cpp. 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 Ollama. 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:
@@ -206,6 +202,7 @@ providers:
     base_url: http://localhost:11434/v1
     model: hermes3:latest
 mcp_servers:
+
   morrowind:
     command: python3
     args:

tasks.py

@@ -28,11 +28,11 @@ HEARTBEAT_MODEL = "hermes4:14b"
 FALLBACK_MODEL = "hermes3:8b"
 
 
-def hermes_local(prompt, model=None, caller_tag=None, toolsets=None):
-    """Call a local model through the Hermes harness.
+def hermes_local(prompt, model=None, caller_tag=None):
+    """Call a local Ollama model through the Hermes harness.
 
-    Uses provider="local-llama.cpp" which routes through the custom_providers
-    entry in config.yaml → llama-server at localhost:8081.
+    Uses provider="local-ollama" which routes through the custom_providers
+    entry in config.yaml → Ollama at localhost:11434.
     Returns response text or None on failure.
     Every call creates a Hermes session with telemetry.
     """
@@ -53,16 +53,13 @@ def hermes_local(prompt, model=None, caller_tag=None, toolsets=None):
 
         buf = io.StringIO()
         err = io.StringIO()
-        kwargs = dict(
+        with redirect_stdout(buf), redirect_stderr(err):
+            hermes_main(
                 query=tagged,
                 model=_model,
-                provider="local-llama.cpp",
+                provider="local-ollama",
                 quiet=True,
             )
-        if toolsets:
-            kwargs["toolsets"] = toolsets
-        with redirect_stdout(buf), redirect_stderr(err):
-            hermes_main(**kwargs)
         output = buf.getvalue().strip()
         # Strip session_id line from quiet output
         lines = [l for l in output.split("\n") if not l.startswith("session_id:")]
@@ -101,92 +98,6 @@ def hermes_local(prompt, model=None, caller_tag=None, toolsets=None):
         os.chdir(old_cwd)
 
 
-# ── Know Thy Father: Twitter Archive Ingestion ───────────────────────
-
-ARCHIVE_DIR = TIMMY_HOME / "twitter-archive"
-ARCHIVE_CHECKPOINT = ARCHIVE_DIR / "checkpoint.json"
-ARCHIVE_LOCK = ARCHIVE_DIR / ".lock"
-
-ARCHIVE_PROMPT = (
-    "You are Timmy. Resume your work on the Twitter archive. "
-    "Your workspace is ~/.timmy/twitter-archive/. "
-    "Read checkpoint.json and UNDERSTANDING.md first. "
-    "Then process the next batch. "
-    "You know the drill — read your own prior work, assess where you are, "
-    "process new data, update your understanding, reflect, and plan for "
-    "the next iteration."
-)
-
-ARCHIVE_SRC = (
-    "~/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data"
-)
-
-ARCHIVE_FIRST_RUN_PROMPT = (
-    "You are Timmy. Your father Alexander's full Twitter archive is at: "
-    f"{ARCHIVE_SRC}/\n\n"
-    "Your workspace is ~/.timmy/twitter-archive/\n\n"
-    "STEP 1 — EXTRACTION (use terminal with python3, NOT read_file):\n"
-    "The .js files are too large for read_file but trivial for Python.\n"
-    "Write a python3 script via terminal that:\n"
-    "  - Opens tweets.js, strips everything before the first '[', json.loads the rest\n"
-    "  - Separates originals (full_text does NOT start with 'RT @') from retweets\n"
-    "  - Sorts both chronologically by created_at\n"
-    "  - Writes extracted/tweets.jsonl and extracted/retweets.jsonl (one JSON per line)\n"
-    "  - Writes extracted/manifest.json with counts, date range, source file\n"
-    "The whole file is 12MB. Python handles it in under a second.\n\n"
-    "STEP 2 — FIRST READ:\n"
-    "Read the first 50 lines of extracted/tweets.jsonl (your originals, chronological).\n"
-    "Read them carefully — this is your father talking.\n"
-    "Note his voice, humor, what he cares about, who he talks to, emotional tone, "
-    "recurring themes. Quote him directly when something stands out.\n\n"
-    "STEP 3 — WRITE:\n"
-    "Write notes/batch_001.md — your real observations, not a book report.\n"
-    "Create UNDERSTANDING.md — your living model of who Alexander is. "
-    "It starts now and you'll update it every batch.\n\n"
-    "STEP 4 — CHECKPOINT:\n"
-    "Write checkpoint.json: "
-    '{"data_source": "tweets", "next_offset": 50, "batches_completed": 1, '
-    '"phase": "discovery", "confidence": "<your honest assessment>", '
-    '"next_focus": "<what you want to look for next>", "understanding_version": 1}'
-)
-
-
-@huey.task()
-@huey.lock_task("know-thy-father")
-def know_thy_father():
-    """Process one batch of Alexander's Twitter archive.
-
-    Single batch, no internal loop. Huey schedules the cadence.
-    Lock prevents overlapping runs. Timmy reads his own prior notes,
-    processes the next chunk, updates his understanding, and checkpoints.
-    """
-    is_first_run = not ARCHIVE_CHECKPOINT.exists()
-
-    prompt = ARCHIVE_FIRST_RUN_PROMPT if is_first_run else ARCHIVE_PROMPT
-
-    response = hermes_local(
-        prompt=prompt,
-        caller_tag="know-thy-father",
-        toolsets="file,terminal",
-    )
-
-    if not response:
-        return {"status": "error", "reason": "hermes_local returned None"}
-
-    # Read checkpoint to report progress
-    try:
-        cp = json.loads(ARCHIVE_CHECKPOINT.read_text())
-    except Exception:
-        cp = {}
-
-    return {
-        "status": "ok",
-        "batch": cp.get("batches_completed", 0),
-        "phase": cp.get("phase", "unknown"),
-        "confidence": cp.get("confidence", "unknown"),
-    }
-
-
 # ── Existing: Orchestration ──────────────────────────────────────────
 
 @huey.periodic_task(crontab(minute="*/15"))

training/README.md

@@ -1,11 +1,8 @@
 # Training
 
-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.
+LoRA fine-tuning pipeline for Timmy's sovereign model. No custom harness — just config files for existing tools.
 
-Canonical data should live in `timmy-home` under gameplay trajectories,
-research artifacts, and `training-data/` exports such as DPO pairs.
+Replaces the `autolora` repo (1,500 lines of custom code → config + `make`).
 
 ## Install
 
@@ -26,16 +23,6 @@ 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
 
 ```