I'm running Kimi k2.7-code via the kimi-coding provider.
Do you want a model recommendation, a comparison, or help switching your Hermes default model?
2026-07-22 23:22
USER (hermes, kimi-k2.7-code)
i need to ask - i am using hermes and you are routed through it - what happens to the context of this vps as i have changed the model / llm
2026-07-22 23:23
ASSISTANT (hermes, kimi-k2.7-code)
2026-07-22 23:23
TOOL (hermes, kimi-k2.7-code)
[Tool: skill_view]
{"success": true, "name": "hermes-agent", "description": "Configure, extend, or contribute to Hermes Agent.", "tags": ["hermes", "setup", "configuration", "multi-agent", "spawning", "cli", "gateway", "development"], "related_skills": ["claude-code", "codex", "opencode"], "content": "---\nname: hermes-agent\ndescription: \"Configure, extend, or contribute to Hermes Agent.\"\nversion: 2.0.0\nauthor: Hermes Agent + Teknium\nlicense: MIT\nmetadata:\n hermes:\n tags: [hermes, setup, configuration, multi-agent, spawning, cli, gateway, development]\n homepage: https://github.com/NousResearch/hermes-agent\n related_skills: [claude-code, codex, opencode]\n---\n\n# Hermes Agent\n\nHermes Agent is an open-source AI agent framework by Nous Research that runs in your terminal, messaging platforms, and IDEs. It belongs to the same category as Claude Code (Anthropic), Codex (OpenAI), and OpenClaw — autonomous coding and task-execution agents that use tool calling to interact with your system. Hermes works with any LLM provider (OpenRouter, Anthropic, OpenAI, DeepSeek, local models, and 15+ others) and runs on Linux, macOS, and WSL.\n\nWhat makes Hermes different:\n\n- **Self-improving through skills** — Hermes learns from experience by saving reusable procedures as skills. When it solves a complex problem, discovers a workflow, or gets corrected, it can persist that knowledge as a skill document that loads into future sessions. Skills accumulate over time, making the agent better at your specific tasks and environment.\n- **Persistent memory across sessions** — remembers who you are, your preferences, environment details, and lessons learned. Pluggable memory backends (built-in, Honcho, Mem0, and more) let you choose how memory works.\n- **Multi-platform gateway** — the same agent runs on Telegram, Discord, Slack, WhatsApp, Signal, Matrix, Email, and 10+ other platforms with full tool access, not just chat.\n- **Provider-agnostic** — swap models and providers mid-workflow without changing anything else. Credential pools rotate across multiple API keys automatically.\n- **Profiles** — run multiple independent Hermes instances with isolated configs, sessions, skills, and memory.\n- **Extensible** — plugins, MCP servers, custom tools, webhook triggers, cron scheduling, and the full Python ecosystem.\n\nPeople use Hermes for software development, research, system administration, data analysis, content creation, home automation, and anything else that benefits from an AI agent with persistent context and full system access.\n\n**This skill helps you work with Hermes Agent effectively** — setting it up, configuring features, spawning additional agent instances, troubleshooting issues, finding the right commands and settings, and understanding how the system works when you need to extend or contribute to it.\n\n**Docs:** https://hermes-agent.nousresearch.com/docs/\n\n## Quick Start\n\n```bash\n# Install\ncurl -fsSL https://raw.githubuserco
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2026-07-22 23:23
ASSISTANT (hermes, kimi-k2.7-code)
Changing the LLM in Hermes does **not** wipe your VPS context. Here's what actually happens:
**Session history** — Hermes stores conversations in a local SQLite DB (`~/.hermes/sessions/`). Switching models only affects future responses; past messages stay in that DB and remain resumable via `hermes --continue` or `hermes --resume <id>`.
**VPS state** — Files, cron jobs, running background processes, git repos, and installed packages are completely independent of the LLM. Changing models touches none of them.
**Memory / skills** — Persistent memory (`~/.hermes/memory/`, `~/.hermes/user_profile`) and saved skills are model-agnostic. They load into every session regardless of which provider/model is active.
**What does change:**
- Which API endpoint/model generates responses going forward
- Latency, reasoning style, tool-use reliability, context-window limits
- Some auxiliary tasks (vision, compression, session_search) if they were set to `auto` and the new model/provider can't handle them
**When the switch takes effect:**
- CLI: exit and relaunch, or start a new session with `/new`
- Gateway: `/restart`
If you changed it mid-conversation, the current session is still talking to the old model until you start fresh. Your earlier work on this VPS is intact.
2026-07-22 23:23
USER (hermes, kimi-k2.7-code)
but the context
2026-07-22 23:24
ASSISTANT (hermes, kimi-k2.7-code)
The conversation context is held by **Hermes**, not by the LLM.
What that means:
- Each turn, Hermes sends the full message history (this chat so far) to whatever model is currently active.
- If you switch models, the new model gets the same history and continues from where the previous one left off.
- The LLM itself does not "remember" — it only sees whatever Hermes passes in the current request.
So changing the model does **not** erase the context of this VPS session. It just changes which brain is reading the same script.
Two cases:
1. **Changed model mid-conversation with `/model`** — context stays; future turns go to the new model.
2. **Changed default model and started a new `hermes` session** — that is a fresh conversation, but you can resume the old one with `hermes --continue` or `hermes --resume <session-id>`.
The prior messages, tool outputs, and file edits from this session are still in `~/.hermes/sessions/` regardless.
2026-07-22 23:24
USER (hermes, kimi-k2.7-code)
so tell me the last few conversations - also tell me if you have to refer previous conversation - what would be your next step -
2026-07-22 23:25
ASSISTANT (hermes, kimi-k2.7-code)
I can look up recent sessions from the local Hermes session store. Let me check
2026-07-22 23:25
TOOL (hermes, kimi-k2.7-code)
[Tool: session_search]
{"success": true, "mode": "browse", "results": [{"session_id": "cron_dbfdc2ee4b4e_20260722_232054", "title": "vidya-scanner · Jul 22 23:21", "source": "cron", "started_at": 1784742655.0289123, "last_active": 1784742686.1669083, "message_count": 4, "preview": "[IMPORTANT: You are running as a scheduled cron job. DELIVER..."}, {"session_id": "cron_dbfdc2ee4b4e_20260722_231454", "title": "vidya-scanner · Jul 22 23:15", "source": "cron", "started_at": 1784742294.9934914, "last_active": 1784742313.5010028, "message_count": 4, "preview": "[IMPORTANT: You are running as a scheduled cron job. DELIVER..."}, {"session_id": "cron_dbfdc2ee4b4e_20260722_230854", "title": "vidya-scanner · Jul 22 23:09", "source": "cron", "started_at": 1784741934.9538593, "last_active": 1784741955.094555, "message_count": 4, "preview": "[IMPORTANT: You are running as a scheduled cron job. DELIVER..."}], "count": 3, "message": "Showing 3 most recent sessions. Pass a query= to search, or session_id+around_message_id to scroll."}
2026-07-22 23:25
ASSISTANT (hermes, kimi-k2.7-code)
From the local session store, the most recent recorded sessions are all cron runs of your `vidya-scanner` bot:
1. **vidya-scanner · Jul 22 23:21** (4 msgs)
2. **vidya-scanner · Jul 22 23:15** (4 msgs)
3. **vidya-scanner · Jul 22 23:09** (4 msgs)
This current conversation is not yet visible in the browse list — it may not be persisted until the session ends.
If I need to refer to a previous conversation, my next step is:
1. **Search** the session DB with `session_search(query="...")` using a relevant keyword.
2. **Scroll** into the matching session with `session_search(session_id="...", around_message_id=...)`.
3. Read the relevant messages and bring that context into the current turn.
If you want me to look up something specific from a past conversation, give me a keyword or topic and I'll search for it.
2026-07-22 23:26
USER (hermes, kimi-k2.7-code)
see thats what i was refereing - i have to remind you that there is teruso database too
2026-07-22 23:27
ASSISTANT (hermes, kimi-k2.7-code)
2026-07-22 23:27
TOOL (hermes, kimi-k2.7-code)
[Tool: read_file]
{"content": "1|\"\"\"\n2|Turso-backed central chat database wrapper.\n3|\n4|Drop-in replacement for sqlite3.connect() to the chat_archive.db.\n5|Uses embedded replica mode: local file for fast reads, automatic cloud sync.\n6|\n7|Usage from any agent on any machine:\n8|\n9| import sys\n10| sys.path.insert(0, '/home/ubuntu/.gemini')\n11| from turso_chat_db import ChatDB\n12|\n13| db = ChatDB() # reads TURSO_CHAT_DB_URL + TURSO_CHAT_DB_AUTH_TOKEN from env\n14| cur = db.execute(\"SELECT * FROM chat_sessions WHERE session_id = ?\", (sid,))\n15| rows = cur.fetchall()\n16| \n17| # Insert new messages\n18| db.execute(\"INSERT INTO chat_history (...) VALUES (...)\", (...))\n19| db.commit()\n20| \n21| # Sync local replica with cloud (auto-syncs every 60s anyway)\n22| db.sync()\n23| db.close()\n24|\n25|Environment variables (in ~/.gemini/.env or ~/.hermes/.env):\n26| TURSO_CHAT_DB_URL=libsql://chat-archive-hnsi.aws-ap-south-1.turso.io\n27| TURSO_CHAT_DB_AUTH_TOKEN=<your-token>\n28|\n29|Install: pip install libsql\n30|\"\"\"\n31|\n32|import os\n33|import sys\n34|\n35|# Fallback paths for env file\n36|_ENV_PATHS = [\n37| os.path.expanduser(\"~/.gemini/.env\"),\n38| os.path.expanduser(\"~/.hermes/.env\"),\n39|]\n40|\n41|def _load_env():\n42| \"\"\"Load TURSO_* vars from .env files if not already in environment.\"\"\"\n43| if os.environ.get(\"TURSO_CHAT_DB_URL\"):\n44| return # already set\n45| for env_path in _ENV_PATHS:\n46| if not os.path.exists(env_path):\n47| continue\n48| with open(env_path) as f:\n49| for line in f:\n50| line = line.strip()\n51| if line and not line.startswith('#') and '=' in line:\n52| key, _, val = line.partition('=')\n53| key = key.strip()\n54| val = val.strip().strip('\"').strip(\"'\")\n55| if key.startswith(\"TURSO_\") and key not in os.environ:\n56| os.environ[key] = val\n57|\n58|\n59|class ChatDB:\n60| \"\"\"Central chat database backed by Turso (libSQL) with embedded replica.\n61| \n62| Embedded replica mode:\n63| - Reads are served from a local SQLite file (fast, offline-capable)\n64| - Writes are sent to Turso cloud and synced back to the replica\n65| - Auto-syncs every 60 seconds\n66| - Any machine with the URL + token gets the same data\n67| \"\"\"\n68| \n69| def __init__(self, url=None, auth_token=None, local_path=None):\n70| _load_env()\n71| \n72| self.url = url or os.environ.get(\"TURSO_CHAT_DB_URL\")\n73| self.auth_token = auth_token or os.environ.get(\"TURSO_CHAT_DB_AUTH_TOKEN\")\n74| self.local_path = local_path or os.environ.get(\n75| \"TURSO_CHAT_DB_LOCAL_PATH\",\n76| os.path.expanduser(\"~/.gemini/chat_archive_replica.db\")\n77| )\n78| \n79| if not self.url:\n8
... [4032 chars total, truncated]
2026-07-22 23:27
ASSISTANT (hermes, kimi-k2.7-code)
2026-07-22 23:27
TOOL (hermes, kimi-k2.7-code)
[Tool: execute_code]
{"status": "error", "output": "\n--- stderr ---\nTraceback (most recent call last):\n File \"/tmp/hermes_sandbox_fnrg7dxc/script.py\", line 7, in <module>\n cur = db.execute(\"\"\"\n ^^^^^^^^^^^^^^\n File \"/home/ubuntu/.gemini/turso_chat_db.py\", line 112, in execute\n return self._conn.execute(sql)\n ^^^^^^^^^^^^^^^^^^^^^^^\nValueError: no such column: title\n", "exit_code": 1, "tool_calls_made": 0, "duration_seconds": 1.19, "stdout_truncated": false, "stdout_bytes_captured": 0, "stdout_bytes_total": 0, "stdout_bytes_omitted": 0, "error": "Traceback (most recent call last):\n File \"/tmp/hermes_sandbox_fnrg7dxc/script.py\", line 7, in <module>\n cur = db.execute(\"\"\"\n ^^^^^^^^^^^^^^\n File \"/home/ubuntu/.gemini/turso_chat_db.py\", line 112, in execute\n return self._conn.execute(sql)\n ^^^^^^^^^^^^^^^^^^^^^^^\nValueError: no such column: title\n"}
[Tool: execute_code]
{"status": "success", "output": "=== Recent Turso chat sessions ===\n('hermes-20260722_232141_e4e088', '2026-07-22 17:51:49', '2026-07-22 17:54:17', 'Simple greeting and offer of help')\n('hermes-cron_dbfdc2ee4b4e_20260722_232054', '2026-07-22 17:50:55', '2026-07-22 17:51:26', 'vidya-scanner · Jul 22 23:21')\n('hermes-cron_dbfdc2ee4b4e_20260722_231454', '2026-07-22 17:44:54', '2026-07-22 17:45:13', 'Hermes session cron_dbfdc2ee4b4e_20260722_231454')\n('hermes-cron_dbfdc2ee4b4e_20260722_230854', '2026-07-22 17:38:54', '2026-07-22 17:39:15', 'vidya-scanner · Jul 22 23:09')\n('hermes-cron_dbfdc2ee4b4e_20260722_230254', '2026-07-22 17:32:54', '2026-07-22 17:33:18', 'vidya-scanner · Jul 22 23:03')\n('hermes-cron_dbfdc2ee4b4e_20260722_225654', '2026-07-22 17:26:54', '2026-07-22 17:27:15', 'vidya-scanner · Jul 22 22:57')\n('hermes-cron_dbfdc2ee4b4e_20260722_225054', '2026-07-22 17:20:54', '2026-07-22 17:21:10', 'vidya-scanner · Jul 22 22:51')\n('hermes-cron_dbfdc2ee4b4e_20260722_224454', '2026-07-22 17:14:54', '2026-07-22 17:15:16', 'Hermes session cron_dbfdc2ee4b4e_20260722_224454')\n('hermes-cron_dbfdc2ee4b4e_20260722_223854', '2026-07-22 17:08:54', '2026-07-22 17:09:08', 'vidya-scanner · Jul 22 22:39')\n('hermes-cron_dbfdc2ee4b4e_20260722_223254', '2026-07-22 17:02:54', '2026-07-22 17:03:27', 'vidya-scanner · Jul 22 22:33')\n\n=== Recent Turso messages ===\n('b5e3cf94-f22f-4f86-b3e7-6158de3d9864', '2026-07-22T07:02:00.059Z', 'assistant', 'claude-sonnet-5', 'cli', \"You're currently on **Sonnet 5** (kept as default via the `/model` command).\")\n('b5e3cf94-f22f-4f86-b3e7-6158de3d9864', '2026-07-22T07:01:17.928Z', 'assistant', 'claude-sonnet-5', 'cli', 'Hi! What can I help you with?')\n('hermes-20260722_232141_e4e088', '2026-07-22 17:54:17', 'assistant', 'kimi-k2.7-code', 'cli', 'The conversation context is held by **Hermes**, not by the LLM.\\n\\nWhat that means:\\n\\n- Each turn, Hermes sends the full me')\n('hermes-20260722_232141_e4e088', '2026-07-22 17:54:00', 'user', 'kimi-k2.7-code', 'cli', 'but the context')\n('hermes-20260722_232141_e4e088', '2026-07-22 17:53:21', 'assistant', 'kimi-k2.7-code', 'cli', \"Changing the LLM in Hermes does **not** wipe your VPS context. Here's what actually happens:\\n\\n**Session history** — Herm\")\n('hermes-20260722_232141_e4e088', '2026-07-22 17:53:09', 'assistant', 'kimi-k2.7-code', 'cli', '')\n('hermes-20260722_232141_e4e088', '2026-07-22 17:53:09', 'tool', 'kimi-k2.7-code', 'cli', '[Tool: skill_view]\\n{\"success\": true, \"name\": \"hermes-agent\", \"description\": \"Configure, extend, or contribute to Hermes ')\n('hermes-20260722_232141_e4e088', '2026-07-22 17:53:04', 'user', 'kimi-k2.7-code', 'cli', 'i need to ask - i am using hermes and you are routed through it - what happens to the context of this vps as i have chan')\n('hermes-20260722_232141_e4e088', '2026-07-22 17:52:09', 'assistant', 'kimi-k2.7-code', 'cli', \"I'm running Kimi k2.7-code via the kimi-coding provider.\\n\\nDo you
... [5022 chars total, truncated]
2026-07-22 23:27
ASSISTANT (hermes, kimi-k2.7-code)
You're right — I should have checked the Turso archive first. Here is the actual picture from the central chat DB:
**Current session:** `hermes-20260722_232141_e4e088`
- Model: `kimi-k2.7-code` (this conversation)
- 9 messages so far, including this one being written
**Previous CLI session:** `b5e3cf94-f22f-4f86-b3e7-6158de3d9864`
- Model: `claude-sonnet-5`
- Last active: 2026-07-22 07:02 UTC
- You asked which LLM; assistant confirmed you were on Sonnet 5 and kept as default via `/model`
**Recent cron sessions:** `vidya-scanner` runs every ~6 minutes using `glm-5.2`
So the answer to your original question is visible right here in the DB: you **did** switch from `claude-sonnet-5` to `kimi-k2.7-code`, and the conversation context survived the switch because Hermes passes the history along.
**If I need to refer to a previous conversation, my next step is:**
1. Query the Turso chat DB (`~/.gemini/turso_chat_db.py`) — it has user+assistant messages with model/platform metadata.
2. Fall back to the local Hermes session DB for tool outputs and full transcripts.
3. Search by keyword, session ID, or time range.
4. Use the web viewer at `https://chat.openalgo.theworkpc.com` if a visual scan is faster.
I should have started with Turso. Noted.
2026-07-22 23:28
USER (hermes, kimi-k2.7-code)
similarly there are so many skills which i will have to remind you - can you go through the database with this morning afternoon conversation in teruso - they were important for current task
[Tool: execute_code]
{"status": "success", "output": "=== Session hermes-20260722_135643_c56b81 (849 msgs) - first and last messages ===\n\nTotal messages: 849\n\n--- First 10 ---\n[2026-07-22 08:29:32] user: hi\n\n[2026-07-22 08:29:41] assistant: Hi! What can I help you with?\n\n[2026-07-22 08:30:31] user: can you check with teruso database - what were last few things we were working with - using hermes\n\n[2026-07-22 08:30:34] assistant: \n\n[2026-07-22 08:30:34] tool: [Tool: terminal]\n{\"output\": \"/home/ubuntu/.gemini/turso_chat_db.py\\n\\\"\\\"\\\"\\nTurso-backed central chat database wrapper.\\n\\nDrop-in replacement for sqlite3.connect() to the chat_archive.db.\\nUses embedded replica mode: local file for fast reads, automatic cloud sync.\\n\\nUsage from any agent on any ma\n\n[2026-07-22 08:30:37] assistant: \n\n[2026-07-22 08:30:38] tool: [Tool: execute_code]\n{\"status\": \"error\", \"output\": \"\\n--- stderr ---\\nTraceback (most recent call last):\\n File \\\"/tmp/hermes_sandbox_d60frl_1/script.py\\\", line 6, in <module>\\n cur = db.execute(\\\"\\\"\\\"\\n ^^^^^^^^^^^^^^\\n File \\\"/home/ubuntu/.gemini/turso_chat_db.py\\\", line 112, in exec\n\n[2026-07-22 08:30:41] assistant: \n\n[2026-07-22 08:30:42] tool: [Tool: execute_code]\n{\"status\": \"success\", \"output\": \"chat_sessions :\\n CREATE TABLE chat_sessions (\\n session_id TEXT PRIMARY KEY,\\n started_at DATETIME DEFAULT CURRENT_TIMESTAMP,\\n last_updated_at DATETIME DEFAULT CURRENT_TIMESTAMP,\\n summary TEXT\\n) \\n\\nchat_history :\\n CREATE TABLE c\n\n[2026-07-22 08:30:44] assistant: \n\n--- Last 30 ---\n[2026-07-22 10:10:31] assistant: Everything is now unified. Here's the summary:\n\n**What changed today:**\n\n1. **Backfilled 5min DBs from Jan 1** — fetched 1-min candles from shoonya, aggregated to 5min, inserted into all 13 symbol DBs. Every NSE stock now has 203 days of continuous data (BANKNIFTY 113 days from Apr 1 — broker limitation).\n\n2. **Chart API no longer fetches daily candles from broker** — `compute_daily_vidya_from_5mi\n\n[2026-07-22 10:10:27] tool: [Tool: execute_code]\n{\"status\": \"success\", \"output\": \"================================================================================\\nFINAL STATUS — Data flow verification\\n================================================================================\\n\\n1. CHART API (chart.openalgo.theworkpc.com)\\n------------------------------------------------------------\\n SBIN source=5min_db_renk\n\n[2026-07-22 10:10:21] assistant: Now let me do the final comprehensive check:\n\n[2026-07-22 10:10:14] tool: [Tool: terminal]\n{\"output\": \"Anchors stored successfully\\n===\\n('2026-07-22', 662.28, 651.0, 650.0, 'SHORT')\\n('2026-07-21', 662.96, 673.0, 674.0, 'LONG')\\n('2026-07-20', 662.59, 667.0, 668.0, 'LONG')\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command was flagged (script execution via -e/-c flag) and auto-approved by smart approval.\"}\n\n[2026-07
... [10431 chars total, truncated]
2026-07-22 23:30
ASSISTANT (hermes, kimi-k2.7-code)
2026-07-22 23:30
TOOL (hermes, kimi-k2.7-code)
[Tool: execute_code]
{"status": "success", "output": "=== Session hermes-20260722_221047_827aee (75 msgs) - full content ===\n\n[2026-07-22 16:41:58] assistant:\n\n============================================================\n\n[2026-07-22 16:41:58] tool:\n[Tool: skill_view]\n{\"success\": true, \"name\": \"hermes-agent\", \"description\": \"Configure, extend, or contribute to Hermes Agent.\", \"tags\": [\"hermes\", \"setup\", \"configuration\", \"multi-agent\", \"spawning\", \"cli\", \"gateway\", \"development\"], \"related_skills\": [\"claude-code\", \"codex\", \"opencode\"], \"content\": \"---\\nname: hermes-agent\\ndescription: \\\"Configure, extend, or contribute to Hermes Agent.\\\"\\nversion: 2.0.0\\nauthor: Hermes Agent + Teknium\\nlicense: MIT\\nmetadata:\\n hermes:\\n tags: [hermes, setup, configuration, multi-agent, spawning, cli, gateway, development]\\n homepage: https://github...\n============================================================\n\n[2026-07-22 16:42:00] assistant:\nLet me check your current config and saved API keys.\n============================================================\n\n[2026-07-22 16:42:02] tool:\n[Tool: terminal]\n{\"output\": \"┌─────────────────────────────────────────────────────────┐\\n│ ⚕ Hermes Configuration │\\n└─────────────────────────────────────────────────────────┘\\n\\n◆ Paths\\n Config: /home/ubuntu/.hermes/config.yaml\\n Secrets: /home/ubuntu/.hermes/.env\\n Install: /home/ubuntu/.hermes/hermes-agent\\n\\n◆ API Keys\\n OpenRouter (not set)\\n OpenAI (STT/TTS) (not set)\\n Exa (not set)\\n Parallel (not set)\\n Firecrawl fc-4...1b11\\n Tavily (not set)\\n Browserbase (not set)\\n Browser Use (no...\n============================================================\n\n[2026-07-22 16:42:03] tool:\n[Tool: terminal]\n{\"output\": \"# LLM PROVIDER (Ollama Cloud)\\n# Cloud-hosted open models via Ollama's OpenAI-compatible endpoint.\\n# Get your key at: https://ollama.com/settings\\n# OLLAMA_API_KEY=***REDACTED***\\n# Optional base URL override (default: https://ollama.com/v1)\\n# OLLAMA_BASE_URL=***REDACTED***\\n# LLM PROVIDER (Kimi / Moonshot)\\n# Kimi Code provides access to Moonshot AI coding models (kimi-k2.5, etc.)\\n# Get your key at: https://platform.kimi.ai (Kimi Code console)\\n# Keys prefixed sk-kimi- use the Kimi Code API (api.kimi.com) by default.\\n# Legacy keys from platform.moonshot.ai nee...\n============================================================\n\n[2026-07-22 16:42:04] tool:\n[Tool: terminal]\n{\"output\": \"model:\\n default: glm-5.2\\n provider: ollama-cloud\\n base_url: https://ollama.com/v1\\n api_key: 44ddce01e9444a6293793d95a9e8de34.xedLL8oyYcSbbD5NiqiHHide\\n context_length: 262144\\n max_tokens: 16384\\n api_mode: chat_completions\\nproviders:\\n ollama-cloud:\\n api_key: 44ddce01e9444a6293793d95a9e8de34.xedLL8oyYcSbbD5NiqiHHide\", \"exit_code\": 0, \"error\"
... [27301 chars total, truncated]
2026-07-22 23:30
ASSISTANT (hermes, kimi-k2.7-code)
2026-07-22 23:30
TOOL (hermes, kimi-k2.7-code)
[Tool: execute_code]
{"status": "success", "output": "=== Final messages of morning VIDYA session ===\n\n[2026-07-22 10:10:31] assistant:\nEverything is now unified. Here's the summary:\n\n**What changed today:**\n\n1. **Backfilled 5min DBs from Jan 1** — fetched 1-min candles from shoonya, aggregated to 5min, inserted into all 13 symbol DBs. Every NSE stock now has 203 days of continuous data (BANKNIFTY 113 days from Apr 1 — broker limitation).\n\n2. **Chart API no longer fetches daily candles from broker** — `compute_daily_vidya_from_5min()` reads the 5min DB, builds renko bricks, computes VIDYA. Same code path as the bot. No more broker API call for daily-vidya.\n\n3. **Chart API no longer writes to daily_vidya DB** — it computes on the fly and returns directly. The old `populate_chart_db` is dead code. No more pollution of the dashboard's anchor DB.\n\n4. **Fixed period=14→20 default** in both chart frontend and chart API.\n\n5. **Fixed symbols.yaml path** in `compute_daily_vidya_from_5min` — was looking in `../symbols.yaml`, now uses `SYMBOLS_YAML` constant (same directory).\n\n6. **Cleaned 166 stale NULL entries** from daily_vidya DBs (left over from old chart API writes).\n\n**The data flow is now:**\n\n```\nBroker API → 5min candles → 5min DB (sacrosanct)\n ├── Chart API (reads 5min DB → renko → VIDYA)\n ├── Renko VIDYA bot (reads 5min DB → renko → VIDYA)\n └── Daily VIDYA dashboard (reads 5min DB → renko → anchor)\n```\n\nAll three systems read from the same 5min DB. What you see on the chart = what the bot computes = what the dashboard shows.\n\nRefresh the DLF chart and the Daily VIDYA tab — they should now match.\n============================================================\n\n[2026-07-22 10:10:27] tool:\n[Tool: execute_code]\n{\"status\": \"success\", \"output\": \"================================================================================\\nFINAL STATUS — Data flow verification\\n================================================================================\\n\\n1. CHART API (chart.openalgo.theworkpc.com)\\n------------------------------------------------------------\\n SBIN source=5min_db_renko last=2026-07-22 val=1025.12 ✓\\n DLF source=5min_db_renko last=2026-07-22 val=662.28 ✓\\n BANKNIFTY source=5min_db_renko last=2026-07-22 val=57100.34 ✓\\n ASHOKLEY source=5min_db_renko last=2026-07-21 val=157.71 ✓\\n INFY source=5min_db_renko last=2026-07-22 val=1060.66 ✓\\n LT source=5min_db_renko last=2026-07-22 val=3819.35 ✓\\n HAL source=5min_db_renko last=2026-07-22 val=4566.92 ✓\\n INDIGO source=5min_db_renko last=2026-07-22 val=5116.53 ✓\\n BIOCON source=5min_db_renko last=2026-07-22 val=435.96 ✓\\n CUPID source=5min_db_renko last=2026-07-22 val=211.4 ✓\\n INDUSINDBK source=5min_db_renko last=2026-07-22 val=1065.7 ✓\\n TCS
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2026-07-22 23:30
ASSISTANT (hermes, kimi-k2.7-code)
2026-07-22 23:30
TOOL (hermes, kimi-k2.7-code)
[Tool: skills_list]
{"success": true, "skills": [{"name": "computer-use", "description": "Drive the user's desktop in the background — clicking, typing,\nscrolling, dragging — without stealing the cursor, keyboard focus,\nor switching virtual desktops / Spaces. Cross-platform: macOS,\nWindows, Linux. Works with any tool-capable model. Load this skill\nwhenever the `computer_use` tool is available.\n", "category": null}, {"name": "dogfood", "description": "Systematic exploratory QA testing of web applications — find bugs, capture evidence, and generate structured reports", "category": null}, {"name": "hermes-desktop-plugins", "description": "Write desktop app plugins that add UI panes and commands.", "category": null}, {"name": "hindi-english-translation", "description": "Quick Hindi-English word translation. User gives one word in Hindi (romanized or Devanagari) or English — respond with exactly two translated words in the opposite language. No extra commentary or usage examples unless asked.", "category": null}, {"name": "yuanbao", "description": "Yuanbao (元宝) groups: @mention users, query info/members.", "category": null}, {"name": "claude-code", "description": "Delegate coding to Claude Code CLI (features, PRs).", "category": "autonomous-ai-agents"}, {"name": "codex", "description": "Delegate coding to OpenAI Codex CLI (features, PRs).", "category": "autonomous-ai-agents"}, {"name": "hermes-agent", "description": "Configure, extend, or contribute to Hermes Agent.", "category": "autonomous-ai-agents"}, {"name": "kanban-codex-lane", "description": "Use when a Hermes Kanban worker wants to run Codex CLI as an isolated implementation lane while Hermes keeps ownership of task lifecycle, reconciliation, testing, and handoff.", "category": "autonomous-ai-agents"}, {"name": "opencode", "description": "Delegate coding to OpenCode CLI (features, PR review).", "category": "autonomous-ai-agents"}, {"name": "architecture-diagram", "description": "Dark-themed SVG architecture/cloud/infra diagrams as HTML.", "category": "creative"}, {"name": "ascii-art", "description": "ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.", "category": "creative"}, {"name": "ascii-video", "description": "ASCII video: convert video/audio to colored ASCII MP4/GIF.", "category": "creative"}, {"name": "baoyu-article-illustrator", "description": "Article illustrations: type × style × palette consistency.", "category": "creative"}, {"name": "baoyu-comic", "description": "Knowledge comics (知识漫画): educational, biography, tutorial.", "category": "creative"}, {"name": "baoyu-infographic", "description": "Infographics: 21 layouts x 21 styles (信息图, 可视化).", "category": "creative"}, {"name": "claude-design", "description": "Design one-off HTML artifacts (landing, deck, prototype).", "category": "creative"}, {"name": "comfyui", "description": "Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comf
... [16427 chars total, truncated]
2026-07-22 23:30
ASSISTANT (hermes, kimi-k2.7-code)
I went through Turso. Here are the important conversations from today:
**Morning session** `hermes-20260722_135643_c56b81` (849 messages, 08:29–10:10 UTC / 13:59–15:40 IST)
- Topic: **VIDYA bot architecture unification**
- Final state:
- Backfilled 5min DBs from Jan 1 for all 13 NSE symbols
- Chart API now computes daily VIDYA from 5min DB (`compute_daily_vidya_from_5min`) instead of fetching daily candles from broker
- Chart API no longer writes to `daily_vidya` DB; `populate_chart_db` is dead code
- Fixed `symbols.yaml` path bug (was `../symbols.yaml`, now uses `SYMBOLS_YAML`)
- Fixed VIDYA period default 14→20
- Cleaned 166 stale NULL entries from daily_vidya DBs
- Verified chart API, bot, and dashboard all read from the same 5min source
**Afternoon session** `hermes-20260722_221047_827aee` (75 messages, 16:41–16:49 UTC / 22:11–22:19 IST)
- Topic: **Switching Hermes model to Kimi**
- Final state:
- Updated `KIMI_API_KEY` in `~/.hermes/.env`
- Changed `model.provider` to `kimi-coding` (Kimi's own API, not Ollama Cloud)
- Changed `model.default` to `kimi-k2.7-code`
- Removed stale `base_url`, `api_key`, `api_mode` from Ollama Cloud
- Verified key works against `api.kimi.com/coding`
**Current session** is the one we're in now, using `kimi-k2.7-code`.
There are also **101 installed skills**; the relevant ones for your trading work include `renko-vidya-bot`, `daily-renko-vidya`, `openalgo-vps-troubleshooting`, `turso`, and `hermes-agent`.
What is the current task you want to continue? Is it more VIDYA bot fixes, verifying the model switch worked, or something else?