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 MichelKerkmeester/skilled-agent-harness_spec-driven-loops --skill sk-create-repo-rulegit clone --depth 1 https://github.com/MichelKerkmeester/skilled-agent-harness_spec-driven-loopsWrote 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/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-create-repo-rule)<a href="https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-create-repo-rule"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-create-repo-rule/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/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-create-repo-rule"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-create-repo-rule.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00029 | $0.02609 |
| Opus 5 | $0.00015 | $0.01305 |
| Sonnet 5 | $0.00006 | $0.00522 |
| Haiku 4.5 | $0.00003 | $0.00261 |
Grade A, and why
sk-create-repo-rule 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 6d 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 — 228 lines — stays where its author put it; the contents beside it link to each section on GitHub.
create-repo-rule
create-repo-rule is the repo-rule authoring workflow packet of the sk-doc family. It
turns a user's request — a behaviour they want, or a failure they keep hitting — into a
file under repo-rules/, wired into that repository's REPO RULES.md router.
Most requests should not become a rule. The four decision tests in
references/decision-tests.md refuse more than they admit, and running them first is the
cheap order. Authoring a rule that then fails a test is the expensive one.
A repo rule supplements the harness. It sits below AGENTS.md and below a live
operator instruction, it can be changed when it stops matching the work, and it can be
removed when it stops earning its load. This mode owns all three.
1. WHEN TO USE
Activation Triggers
- Someone asks for a repo rule, a project rule, or a convention that should bind before an action.
- Someone describes a recurring failure and asks how to stop it happening again.
- An existing rule needs changing because it no longer matches how the work is done.
- A rule needs retiring because nothing it prevents still happens.
- A repository needs a rule router because it has none.
Keyword triggers: create repo rule, /create:repo-rule, repo rule, project rule, REPO RULES.md, repo-rules, add a rule, retire a rule, revise a rule, trigger table, rule router.
When NOT to Use
- It teaches how to do something. A skill is capability, a rule is constraint. Route to the skill-authoring mode.
- It must bind on every turn. Content that holds when no trigger fires belongs in the always-loaded document, not behind a trigger. This is decision test 1 and the most common refusal.
- It is routing. Which skill, which command, which agent, which flags. The always-loaded document and the skills it routes to own that.
- It is one line, not a cluster. A single row is a section inside an existing rule.
- A sibling mode already produces it. README, changelog, command, catalog, playbook and diagram all have owners.
What ships with it
21 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.
- assets/repo-rule-template.md 4.7 KB
- assets/repo-rules-router-template.md 3.9 KB
- changelog/v1.0.0.0.md 2.7 KB
- changelog/v1.1.0.0.md 3.1 KB
- manual-testing-playbook/lifecycle-and-wiring/router-bootstrap.md 7.1 KB
- manual-testing-playbook/lifecycle-and-wiring/rule-retirement.md 7.6 KB
- manual-testing-playbook/lifecycle-and-wiring/scope-boundary-halt.md 6.9 KB
- manual-testing-playbook/manual-testing-playbook.md 20 KB
- manual-testing-playbook/rule-authoring/full-rule-authoring.md 8.9 KB
- manual-testing-playbook/rule-authoring/standards-gate-rejection.md 7.5 KB
- manual-testing-playbook/rule-authoring/trigger-phrase-collision.md 7.2 KB
- manual-testing-playbook/rule-decision/always-loaded-refusal.md 7.1 KB
- manual-testing-playbook/rule-decision/existing-owner-refusal.md 6.9 KB
- manual-testing-playbook/rule-decision/no-observed-failure-refusal.md 6.9 KB
- manual-testing-playbook/rule-decision/routing-refusal.md 7.2 KB
- README.md 12 KB
- references/agents-md-integration.md 5.8 KB
- references/creation-standards.md 6.9 KB
- references/decision-tests.md 6.2 KB
- references/README.md 1.3 KB
- references/rule-anatomy.md 8.4 KB
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.
- 6d ago Changed · +2 lines bca4952686ee
- 8d ago First seen · 226 lines · 29 tokens per session scan A 68a8262c3f10
sk-create-repo-rule is a skill published in the GitHub repository MichelKerkmeester/skilled-agent-harness_spec-driven-loops (35 stars, last pushed today), licensed MIT. It adds 29 tokens to every session and 2,609 once invoked, about $0.0001 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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