Borrowing it
Nothing to install: this file belongs to Shivansh779/Solaris. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Shivansh779/Solaris/main/AGENTS.mdgit clone --depth 1 https://github.com/Shivansh779/SolarisWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/shivansh779/solaris/agents-md)<a href="https://agentmods.dev/instructions/shivansh779/solaris/agents-md"><img src="https://agentmods.dev/badge/instructions/shivansh779/solaris/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/shivansh779/solaris/agents-md"><img src="https://agentmods.dev/badge/instructions/shivansh779/solaris/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02540 | $0.02540 |
| Opus 5.5 | $0.01016 | $0.01016 |
| Sonnet 5.5 | $0.00508 | $0.00508 |
| Haiku 4.5 | $0.00254 | $0.00254 |
Grade A, and why
Solaris AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 16d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 147 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Solaris – AI Chatbot Agent Instructions
Quick Start
python chatbot.py # starts the web interface on 127.0.0.1 (first free port from 7900), opens the browser
python chatbot.py --terminal # legacy terminal (TUI) interface
Environment
- Python 3.14 (
.venv, managed withuv;pyproject.tomlpinsrequires-python = ">=3.14") .envrequired with API keys — writable from the web UI (gated by the API password)config.jsoncontrols model selection and fallback chains — writable from the web UIsettings.jsoncontrols response style/personality — writable from the web UIdatabase.db(SQLite) holds profiles, chat history and all profile workspace data- All of the above are user data: never rewrite them to make a test pass
Key Commands
| Task | Command |
|---|---|
| Run assistant (web) | python chatbot.py |
| Run assistant (terminal) | python chatbot.py --terminal |
| Custom web port | python chatbot.py --port 7900 |
| Run tests | pytest Test/ |
| Offline web smoke test | python Test/web_smoke.py |
| Install deps | pip install -r requirements.txt (or uv add <pkg>) |
Architecture Notes
- Entry point:
chatbot.py— launcher (port walk 7900–7909, browser open,--terminalfallback) - Core:
core.py— session state + the whole message pipeline every front end shares - Web:
web/app.py(pages + JSON API),web/api_workspace.py(workspace blueprint),web/access.py(profile authorization),web/jobs.py(background installs / whichllm) - Legacy terminal:
terminal.py— the original TUI, kept working, not the default - Config I/O:
config_io.py(JSON +_backups/),env_io.py(.env, keepsos.environin sync) - Databases:
main_db.py(profiles + credential hashes + migrations),history_db.py(conversations, web_log),memory_db.py(Constellation Memory),study_db.py(Study Trails),workspace_db.py(session task + checkpoint) - Models: chat fallback Gemini → OpenRouter → Ollama (local); summarisation OpenRouter → Ollama
- Attachments: in-memory only (
attachment.py); web uploads land in_uploads/first - Voice/TTS:
/api/voice(faster-whisper, lazy),/api/tts(EdgeTTS mp3 / KittenTTS wav)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 16d ago First seen · 147 lines · 2,540 tokens per session scan A 5faab9b44963
Solaris AGENTS.md is an instructions file published in the GitHub repository Shivansh779/Solaris (1 stars, last pushed 15d ago), licensed MIT. It adds 2,540 tokens to every session, about $0.0102 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-21.
Solaris AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Solaris AGENTS.mdShivansh779/Solaris | Instructions file | 1 | 15d ago | MIT | A | 2,540 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |