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/pdurlej/jan-subagent/agents-mdgit clone --depth 1 https://github.com/pdurlej/jan-subagentWrote 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/pdurlej/jan-subagent/agents-md)<a href="https://agentmods.dev/instructions/pdurlej/jan-subagent/agents-md"><img src="https://agentmods.dev/badge/instructions/pdurlej/jan-subagent/agents-md.svg" alt="Measured on agentmods" 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 | $0.00932 | $0.00932 |
| Opus 5 | $0.00466 | $0.00466 |
| Sonnet 5 | $0.00186 | $0.00186 |
| Haiku 4.5 | $0.00093 | $0.00093 |
Grade A, and why
jan-subagent 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 3d 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 — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Scope
This file is local to /Users/pd/Developer/jan and should be treated as the primary Codex context for new threads started in this repository.
Working Folder
- Always work from
/Users/pd/Developer/jan. - Treat this directory as the repo root.
Repo Summary
- Project:
jan-subagent - Purpose: repo-native MCP agent for Polish-language change communication in software delivery, powered by NVIDIA Bielik.
- Canonical runtime entrypoint:
jan.jan_subagent_opencode - Legacy module
jan/jan_subagent.pywas removed in2.0.0. - Current behavioral release target:
3.0.0.
Read Order For New Threads
/Users/pd/Developer/jan/docs/new-thread-start.md/Users/pd/Developer/jan/README.md/Users/pd/Developer/jan/docs/VERSION_3_0_0.md/Users/pd/Developer/jan/_bmad-output/project-context.md/Users/pd/Developer/jan/jan/jan_subagent_opencode.py/Users/pd/Developer/jan/jan/workflow_engine.py/Users/pd/Developer/jan/jan/policy.py/Users/pd/Developer/jan/jan/source_adapters.py/Users/pd/Developer/jan/tests/test_repo_native_workflows.py
Current Engineering Decisions
- The
opencodeserver is the default implementation for MCP usage and packaging. setup.pyversion is aligned to3.0.0.jan/__init__.pyuses lazy import formcp.- Do not reintroduce eager import of
jan_subagent_opencodethere.
- Do not reintroduce eager import of
- Config is loaded from environment or
~/.jan/config.json. - Default model ID is
speakleash/bielik-11b-v2.6-instruct. - README examples and API docs should stay aligned with named repo-native workflows and
jan.workflow_engine. mcp_config.jsonis the only maintained sample config and must stay valid JSON.- Primary workflows are:
write_pr_descriptioncompose_release_notesrewrite_issuewrite_rollout_note
- Legacy tools remain callable for compatibility, but are deprecated and not the main product surface.
jan.ymlis the repo-level policy pack and should be treated as memory-as-code.response_mode="review"must stay stable and JSON-only.- BMAD is present in two layers:
- maintenance scaffold:
scripts/,references/,agents/,state/ - project workflows:
_bmad/and_bmad-output/
- maintenance scaffold:
project-context.mdin_bmad-output/is the source-of-truth for thev3.0.0pivot.- Benchmarking now has two tiers:
- workplace writing pilot as regression guardrail
- delivery benchmark v2 as north-star workflow benchmark
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.
- 3d ago First seen · 75 lines · 932 tokens per session scan A a998ecfe941d
jan-subagent AGENTS.md is an instructions file published in the GitHub repository pdurlej/jan-subagent (0 stars, last pushed 5mo ago), licensed MIT. It adds 932 tokens to every session, about $0.0047 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.
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