Borrowing it
Nothing to install: this file belongs to pariyar07/kybernetes. 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/pariyar07/kybernetes/main/AGENTS.mdgit clone --depth 1 https://github.com/pariyar07/kybernetesWrote 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/pariyar07/kybernetes/agents-md)<a href="https://agentmods.dev/instructions/pariyar07/kybernetes/agents-md"><img src="https://agentmods.dev/badge/instructions/pariyar07/kybernetes/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/pariyar07/kybernetes/agents-md"><img src="https://agentmods.dev/badge/instructions/pariyar07/kybernetes/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 | $0.00942 | $0.00942 |
| Opus 5.5 | $0.00377 | $0.00377 |
| Sonnet 5.5 | $0.00188 | $0.00188 |
| Haiku 4.5 | $0.00094 | $0.00094 |
Grade A, and why
kybernetes 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 1mo 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 — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kybernetes - Agent Instructions
Kybernetes is an open-source steering layer for agentic work of any kind — coding, marketing campaigns, cold outreach, research, operations, or anything else an agent can run. Keep repository guidance generic, portable, and independent from any maintainer's private workspace.
Repository Shape
skills/
kybernetes-loop-governor/ # canonical controller, `kybernetes:loop-governor`
kybernetes-loop-architect/ # advisory execution-contract design
kybernetes-loop-closeout/ # checkpoint, handoff, and retirement
kybernetes-verify-run/ # independent rejection-capable verification
kybernetes-capture-learning/ # evidence-gated constraint proposals
docs/
architecture/ # runtime and boundary design
product/ # product model and non-goals
examples/ # durable example control records
tests/
pressure-scenarios/ # behavioral pressure scenarios for skill changes
Public Boundary
- Public defaults must work for people who do not know the maintainer's private projects, vaults, or workflows.
- Do not add private workspace content, customer context, secrets, credentials, internal URLs, or production data.
- Do not make any personal knowledge base, issue tracker, chat service, or project-management tool the default persistence layer.
- Runtime-specific assumptions belong in runtime binding references, not in generic loop-governor semantics.
- New installable skills need pressure-scenario evidence before creating a
SKILL.md; planned skills stay indocs/architecture/planned-skills.md. - Committed
.kybernetes/and.agent-runs/live-run artifacts are out of bounds unless they are intentionally promoted examples underexamples/or tests.
Working Rules
- Read
PUBLIC_BOUNDARY.mdbefore changes that could affect public/private scope. - Read
CONTRIBUTING.mdbefore changing skill behavior. - For skill changes, update or add a pressure scenario in
tests/pressure-scenarios/, show the failure or gap, then change the smallest relevant skill text. - Keep
skills/kybernetes-loop-governor/SKILL.mdfocused on operational instructions. Put deeper runtime details inreferences/. - Do not add placeholder folders under
skills/; every folder there must contain a realSKILL.md. - Preserve the V1 control contract:
kybernetes:loop-governoris the sole canonical lifecycle controller. Pressure-backed helper skills may inspect state and return owned outputs, but they cannot mutate parent canonical state or accept completion. - Before proposing a public merge, classify the change under
docs/releases/evidence-gated-release-policy.md. Significant or unknown behavioral changes require a preregistered private evaluation and signed accepted attestation. Minor documentation, maintenance, security, or governance changes require an explicit signed exemption. - Never copy private evaluation contracts, fixtures, graders, transcripts, credentials, repository identities, or personal paths into this repository. Public release attestations contain only the safe allowlisted fields.
- The evaluation runner and evidence reviewer must be different identities. Agents may prepare evidence but cannot self-review or sign their own run.
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.
- 1mo ago First seen · 77 lines · 942 tokens per session scan A 72000ddf5eab
kybernetes AGENTS.md is an instructions file published in the GitHub repository pariyar07/kybernetes (13 stars, last pushed 3mo ago), licensed MIT. It adds 942 tokens to every session, about $0.0038 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.
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