loop-hardening-contract

loop-hardening-contract is a skill for Codex from markoblogo/abvx-agent-skills. It costs 51 tokens per session (775 once invoked), scanned A, original, MIT.

A review and delivery format for repeated software work. It records what will be changed, how success will be checked, which runtime path will be tested, and when work must stop.

In plain words
What is it for?
Use it to prepare and review repeated work on devices, browsers, CI systems, running applications, or production systems. It helps define acceptance checks, file boundaries, budgets, stop conditions, and verification steps.
Why use it?
It reduces the risk of weakening safety checks or declaring a repeated delivery cycle successful without evidence. It also provides a controlled way to test whether removing one non-safety component helps or harms the process.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to prepare and review repeated work on devices, browsers, CI systems, running applications, or production systems. It helps define acceptance checks, file boundaries, budgets, stop conditions, and verification steps.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/markoblogo/abvx-agent-skills/loop-hardening-contract
Install

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.

Any agent
npx skills add markoblogo/abvx-agent-skills --skill loop-hardening-contract
Clone the repo
git clone --depth 1 https://github.com/markoblogo/abvx-agent-skills

Made for: Codex.

Wrote 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.

agentmods badge for loop-hardening-contract

README.md
[![agentmods](https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/loop-hardening-contract/github.svg)](https://agentmods.dev/skills/markoblogo/abvx-agent-skills/loop-hardening-contract)
Your own site
<a href="https://agentmods.dev/skills/markoblogo/abvx-agent-skills/loop-hardening-contract"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/loop-hardening-contract/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.

agentmods 80×15 button for loop-hardening-contract

Your own site · 80×15
<a href="https://agentmods.dev/skills/markoblogo/abvx-agent-skills/loop-hardening-contract"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/loop-hardening-contract.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 775 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.00775
Opus 5 $0.00026 $0.00387
Sonnet 5 $0.00010 $0.00155
Haiku 4.5 $0.00005 $0.00077

Measured 9d ago against content hash 8e28586378a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

loop-hardening-contract 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.

skills/loop-hardening-contract/SKILL.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Loop Hardening Contract

Use this contract after loop-readiness-review when repeated delivery needs tighter execution evidence. It is a review and packet format, not a runner or scheduler.

1. Harness Stripping

Remove harness complexity only through an isolated, one-component experiment:

  1. Record the component, its intended failure mode, and its operating cost.
  2. Capture a representative baseline for completion, verification, cost, and failures.
  3. Disable exactly one non-safety component between runs, never during a live run.
  4. Repeat the same bounded case and classify REMOVE, RESTORE, HARMFUL, or INCONCLUSIVE.
  5. Retain the evidence and human settlement decision.

Never strip sandboxing, budgets, stop conditions, human gates, root verification, or protected-data boundaries.

2. Runtime-Path Sprint Packet

Freeze this packet before execution:

  • sprint_id and version;
  • one concrete deliverable;
  • 3–7 observable acceptance predicates;
  • the actual runtime path to exercise;
  • explicit out-of-scope items;
  • owned files or write boundary;
  • stop conditions and budget;
  • verification commands, device/browser steps, and expected evidence.

The executor cannot accept its own result. A mid-run requirement change creates a new packet version with a reason and explicit human confirmation.

3. Broken-Window Revalidation

Before a new sprint, re-run the latest accepted result through its real runtime path:

  • STILL_GREEN: the accepted predicates still pass;
  • REOPENED: a previously accepted predicate now fails;
  • INCONCLUSIVE: the required runtime or evidence is unavailable.

On REOPENED, stop new work, retain the evidence, reopen the result, and propose a bounded repair. Do not auto-revert. A revert may erase useful subsequent work or hide the causal change and therefore requires an inspected, human-approved settlement.

Compilation is not Cardputer device proof. Unit tests are not browser or production proof when the accepted claim names those runtime paths.

Read the full file on GitHub · 83 lines

Files

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.

Changes

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.

  1. 9d ago First seen · 83 lines · 51 tokens per session scan A 8e28586378a6

Subscribe to this mod's changes

loop-hardening-contract is a skill published in the GitHub repository markoblogo/abvx-agent-skills (16 stars, last pushed today), licensed MIT. It adds 51 tokens to every session and 775 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.