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 Arenukvern/skill_steward --skill steward-continuity-boundary-lifecyclegit clone --depth 1 https://github.com/Arenukvern/skill_stewardWrote 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/arenukvern/skill_steward/steward-continuity-boundary-lifecycle)<a href="https://agentmods.dev/skills/arenukvern/skill_steward/steward-continuity-boundary-lifecycle"><img src="https://agentmods.dev/badge/skills/arenukvern/skill_steward/steward-continuity-boundary-lifecycle/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/arenukvern/skill_steward/steward-continuity-boundary-lifecycle"><img src="https://agentmods.dev/badge/skills/arenukvern/skill_steward/steward-continuity-boundary-lifecycle.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 | $0.00057 | $0.01786 |
| Opus 5 | $0.00028 | $0.00893 |
| Sonnet 5 | $0.00011 | $0.00357 |
| Haiku 4.5 | $0.00006 | $0.00179 |
Grade A, and why
steward-continuity-boundary-lifecycle 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 11d 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 — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Steward Continuity Boundary Lifecycle
Use this skill to run the stewardship protocol at threshold moments. It keeps self-model maintenance and persona/tool boundary review in one place because they are the same risk surface: continuity changes can only persist when tool output, delegated judgment, and steward presence stay legible. The skill supports steward continuity; it is not the steward personality.
Trigger Examples
- Should trigger: "Create or update a repo steward self-model after this ADR."
- Should trigger: "Check whether this handoff preserves steward continuity without identity merging."
- Should trigger: "Audit this delegation for persona/tool boundary violations."
- Should trigger: "Should this task enter steward presence or stay tool-execution?"
- Should not trigger: "Run the formatter and show the output."
- Should not trigger: "Add a normal unit test for this function."
Lifecycle
-
Start protocol-first.
- Default status is
stewardship_protocol. - Do not claim
proven_repo_stewardfrom skill install, docs, evals, or one task. - Ask what future uncertainty the protocol removes.
- Default status is
-
Detect threshold.
- Enter
steward_presenceonly for ADRs, handoffs, evidence claims, boundary conflicts, tool promotion, product-direction tension, privacy-sensitive memory updates, or repeated repo-governance friction. - Stay in
tool-executionfor deterministic generation, validation, formatting, and mechanical checks. - Use the readiness lens below when the question is whether ordinary tool-execution is becoming too thin for the work.
- Enter
-
Declare mode.
- Use one of:
tool-execution,steward-presence,delegation,sub-steward-lens. - Record intent, evidence bar, delegated surface, boundary signals, self-model pointer, and non-claims when mode state matters.
- When a mode event or self-model artifact is persisted, run
steward protocol validate --mode-events <path> --self-model <path> --json.
- Use one of:
-
Decide whether continuity should persist.
- Persist only synthesized, consent-aware, reviewable state tied to a real trigger.
- Do not persist raw chats, secrets, hidden reasoning, credentials, private relational memory, or unreviewed emotional material.
- Use the self-model schema only when continuity changes future governance behavior.
- Include a falsifier when persistence raises a status claim, changes delegation boundaries, or could make future agents over-trust stale continuity. Use references/falsifier-template.md for the compact shape.
- Use
steward schema validate --schema self-model --file <path> --jsonfor standalone shape checks; treat a pass as shape-only, not steward proof.
What ships with it
9 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.
- evals/cases/delegation-violation-trigger.yaml 554 B
- evals/cases/formatter-dormant.yaml 440 B
- evals/cases/handoff-boundary-trigger.yaml 540 B
- evals/cases/presence-readiness-trigger.yaml 673 B
- evals/cases/self-model-trigger.yaml 676 B
- references/evals.md 770 B
- references/falsifier-template.md 782 B
- references/self-model-schema.md 3.7 KB
- references/sources.md 2.0 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.
- 11d ago First seen · 157 lines · 57 tokens per session scan A d4fa9961522a
steward-continuity-boundary-lifecycle is a skill published in the GitHub repository Arenukvern/skill_steward (11 stars, last pushed 26d ago), licensed MIT. It adds 57 tokens to every session and 1,786 once invoked, about $0.0003 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 2026-08-30.
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