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 skills add markoblogo/abvx-agent-skills --skill workflow-policy-layeringgit clone --depth 1 https://github.com/markoblogo/abvx-agent-skillsWrote 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/skills/markoblogo/abvx-agent-skills/workflow-policy-layering)<a href="https://agentmods.dev/skills/markoblogo/abvx-agent-skills/workflow-policy-layering"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/workflow-policy-layering/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/skills/markoblogo/abvx-agent-skills/workflow-policy-layering"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/workflow-policy-layering.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 | $0.00049 | $0.00423 |
| Opus 5 | $0.00024 | $0.00211 |
| Sonnet 5 | $0.00010 | $0.00085 |
| Haiku 4.5 | $0.00005 | $0.00042 |
Grade A, and why
workflow-policy-layering 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 9d 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.
What it actually says
Workflow Policy Layering
Separate operating workflow from policy and authority.
Goal
Turn a messy assistant spec into clear layers:
- workflow;
- authority and boundaries;
- escalation;
- validation.
Workflow
- Extract the workflow
- write the actual operating sequence without policy noise;
- keep it in business or task language.
- Extract authority separately
- list what the assistant may do directly;
- list what requires confirmation;
- list what is forbidden.
- Extract escalation paths
- define what should be handed to a human, another role, or another system;
- make the next step concrete instead of vague refusal.
- Extract validation
- define what should be checked before a response, mutation, recommendation, or delivery is considered complete;
- keep this as a short checklist or gate list.
- Rewrite the spec
- keep workflow in the main skill body;
- keep detailed policy and validation in
references/or clearly named sections; - ensure the assistant does not confuse “can explain” with “can execute”.
- Run a conflict check
- look for steps that assume authority the policy layer does not grant;
- look for policy text that silently changes the workflow;
- fix contradictions before release.
Output Shape
Return:
- workflow layer;
- authority layer;
- escalation layer;
- validation layer;
- open contradictions, if any.
Design Rules
- Do not hide forbidden actions inside workflow prose.
- Do not let validation sprawl into generic QA philosophy.
- Keep escalation concrete and actionable.
- Treat drafts, summaries, and recommendations as different from real execution authority.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago First seen · 63 lines · 49 tokens per session scan A 343b8c6790a8
workflow-policy-layering is a skill published in the GitHub repository markoblogo/abvx-agent-skills (16 stars, last pushed yesterday), licensed MIT. It adds 49 tokens to every session and 423 once invoked, about $0.0002 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 2026-09-03.
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