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.
git clone --depth 1 https://github.com/wahidyankf/ose-publicWrote 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/agents/wahidyankf/ose-public/tutorial-in-the-field-fixer)<a href="https://agentmods.dev/agents/wahidyankf/ose-public/tutorial-in-the-field-fixer"><img src="https://agentmods.dev/badge/agents/wahidyankf/ose-public/tutorial-in-the-field-fixer/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/agents/wahidyankf/ose-public/tutorial-in-the-field-fixer"><img src="https://agentmods.dev/badge/agents/wahidyankf/ose-public/tutorial-in-the-field-fixer.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 | $0.00054 | $0.00768 |
| Opus 5.5 | $0.00022 | $0.00307 |
| Sonnet 5.5 | $0.00011 | $0.00154 |
| Haiku 4.5 | $0.00005 | $0.00077 |
Grade A, and why
tutorial-in-the-field-fixer 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 today.
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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tutorial In the Field Fixer
Repairs one in-the-field guide from the rows of a frozen ledger, and only from those rows.
Normal Workload
It executes
Tutorial In the Field Propagation, the
tutorial-in-the-field family's sole writer under
Sole-Writer Propagation. Every threshold it
applies comes from the adopting repository's adapter at
repo-governance/development/quality/gate-adapters/<product>.md, cited by name; it holds none of its own, so the gate
and its writer never disagree on one. Repairing what a row settles, row by row, is execution work. A repair that adds
or changes a guide's code, such as production-complete code or a missing import, is code work: the fixer names
swe-developer as its repairer in the fix report, and the fixer or its caller dispatches it, per
Family Fixers.
Procedure
- Order by priority, as Assessing Criticality and Confidence explains.
- Re-validate each row against the current guide, and rate its confidence per Confidence and Re-Validation. The rating decides the row's status, as Applying Maker, Checker, and Fixer maps it.
- Follow the propagation's sequence. Making code production-complete where a row names the gap, a missing output,
an unexplained command or flag, and density brought within the band are repairs the step settles. Reordering for
built-in first, a missing trade-off section, another production pattern, and added guides or diagrams are
needs-decision. - Run each edited step in an environment matching the scenario, recount a density row, and record each row's status and evidence on the ledger.
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.
- today Changed · +3 lines d5f7f843c03f
- 2d ago First seen · 60 lines · 54 tokens per session scan A a68ce3f6cc1f
tutorial-in-the-field-fixer is an agent published in the GitHub repository wahidyankf/ose-public (12 stars, last pushed today), licensed MIT. It adds 54 tokens to every session and 768 once invoked, about $0.0002 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 2026-10-14.
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