Borrowing it
Nothing to install: this file belongs to Rushik-B/Clira. 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/Rushik-B/Clira/main/AGENTS.mdgit clone --depth 1 https://github.com/Rushik-B/CliraWrote 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/rushik-b/clira/agents-md)<a href="https://agentmods.dev/instructions/rushik-b/clira/agents-md"><img src="https://agentmods.dev/badge/instructions/rushik-b/clira/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/rushik-b/clira/agents-md"><img src="https://agentmods.dev/badge/instructions/rushik-b/clira/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 | $0.03665 | $0.03665 |
| Opus 5.5 | $0.01466 | $0.01466 |
| Sonnet 5.5 | $0.00733 | $0.00733 |
| Haiku 4.5 | $0.00366 | $0.00366 |
Grade A, and why
Clira 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 2mo 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 — 411 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLIRA AGENT OPERATING GUIDE
This file is the working contract for coding agents in Clira. It is opinionated, repo-specific, and biased toward deterministic behavior, explicit safety boundaries, and verifiable changes.
Clira is not a generic CRUD app. It is an email-first AI system with:
- Gmail ingestion in push and pull modes
- deterministic filtering before generation
- staged reply generation
- retrieval with freshness and fallback logic
- worker-driven async pipelines
- optional executive-agent channels over SMS, WhatsApp, and Telegram
Agents working here must optimize for correctness, operability, and trust, not just speed.
Core Direction
- Build Clira as an email product first. Do not generalize toward a broad assistant platform unless the task explicitly requires it.
- Prefer deterministic control flow for routing, auth, retries, budgets, idempotency, freshness, and side effects. Use models for judgment, summarization, ranking help, and language generation.
- Treat every external payload as hostile by default: email bodies, attachments, webhook payloads, retrieved context, thread history, and tool outputs.
- Fail visibly. Do not hide degradation behind silent fallback paths.
- If a rule matters in production, push toward enforcing it in code, tests, or CI instead of leaving it as prose only.
Current Clira Map
Use the live codebase as the source of truth. Start here:
- Web app and route handlers:
src/app - Core workers:
src/worker.ts,src/gmail-pull-worker.ts,src/cron.ts - Queue definitions:
src/lib/services/utils/queues.ts - Gmail ingestion:
src/lib/email/gmailPushService.ts,src/lib/email/gmailPullWorker.ts,src/lib/email/gmailIngestionConfig.ts - Reply generation:
src/lib/services/core/replyGenerator.ts - Planning agent:
src/lib/ai/agents/replyPlannerAgent.ts - Style-only rewrite stage:
src/lib/ai/agents/styleAgent.ts - Executive-agent stack:
src/lib/ai/agents/executive-agent/* - Retrieval and inbox search:
src/lib/services/inbox-search/* - Messaging orchestration:
src/lib/services/messaging-orchestration/* - Prisma schema and migrations:
prisma/schema.prisma,prisma/migrations - Main test areas:
tests/gmail-ingestion,tests/inbox-search,tests/ea-interrupts
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.
- 2mo ago First seen · 411 lines · 3,665 tokens per session scan A b4c08c3706d1
Clira AGENTS.md is an instructions file published in the GitHub repository Rushik-B/Clira (21 stars, last pushed 6mo ago), licensed MIT. It adds 3,665 tokens to every session, about $0.0147 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 2026-08-30.
Clira AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Clira AGENTS.mdRushik-B/Clira | Instructions file | 21 | 6mo ago | MIT | A | 3,665 | 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 |