Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/saagpatel/operant/agents-mdgit clone --depth 1 https://github.com/saagpatel/operantWhat 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 | $0.00196 | $0.00196 |
| Opus 5 | $0.00098 | $0.00098 |
| Sonnet 5 | $0.00039 | $0.00039 |
| Haiku 4.5 | $0.00020 | $0.00020 |
Grade A, and why
operant 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 yesterday.
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.
What it actually says
Portfolio Context
What This Project Is
operating-agent calibration benchmark with shipped public MCP access
Current State
Portfolio truth currently marks this project as active with boilerplate context. Phase 104 recovered minimum-viable context so future sessions can resume without rediscovery.
Stack
- Stack still needs a deeper explicit handoff beyond this minimum context.
How To Run
- Review the README and top-level scripts before the next session; this repo does not yet expose one canonical run command inside the new context block.
Known Risks
- This repo only has minimum-viable recovery context today; deeper handoff details may still live in the README and supporting docs.
Next Recommended Move
Use this context plus the README and supporting docs to resume the next active task, then promote the repo beyond minimum-viable by capturing a dedicated handoff, roadmap, or discovery artifact.
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.
- yesterday First seen · 29 lines · 196 tokens per session scan A 4e59c27947d4
operant AGENTS.md is an instructions file published in the GitHub repository saagpatel/operant (0 stars, last pushed 2d ago), licensed MIT. It adds 196 tokens to every session, about $0.0010 per session on Opus 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 2026-08-31.
Other instructions, from other repositories
AgentCheck AGENTS.md
Instructions for WaseemGhanem98/AgentCheck, covering agents.md — working on agentcheck, what this project is, non-negotiable invariants, layout and serialized contracts — change deliberately.
FeatherlaneAI AGENTS.md
Instructions for ducnguyen67201/FeatherlaneAI, covering repository agent instructions, skills, architecture: rust backend is the source of truth, page integration expectations and implementation checklist.
unitares AGENTS.md
Instructions for cirwel/unitares, covering agents.md — unitares, codex-specific wiring, slash commands (commands/.md), local continuity cache and watcher visibility is manual.
claudini CLAUDE.md
Instructions for romovpa/claudini, covering claudini — developer guide, package manager, running benchmarks, run a preset (all methods, all samples) and override method, sample, seed, budget from cli.
MCPAudit AGENTS.md
Instructions for saagpatel/MCPAudit, covering agents.md, what this project is, current state, stack and how to run.
getregula AGENTS.md
Instructions for kuzivaai/getregula, covering regula — agent instructions, build & test, verify (run all before claiming done), key constraints and quality checkpoints.