Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add ondrej-svec/heart-of-gold-toolkit/plugin install marvinWrote 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/ondrej-svec/heart-of-gold-toolkit/harness-author)<a href="https://agentmods.dev/agents/ondrej-svec/heart-of-gold-toolkit/harness-author"><img src="https://agentmods.dev/badge/agents/ondrej-svec/heart-of-gold-toolkit/harness-author/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/ondrej-svec/heart-of-gold-toolkit/harness-author"><img src="https://agentmods.dev/badge/agents/ondrej-svec/heart-of-gold-toolkit/harness-author.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 | $0.00103 | $0.01772 |
| Opus 5.5 | $0.00041 | $0.00709 |
| Sonnet 5.5 | $0.00021 | $0.00354 |
| Haiku 4.5 | $0.00010 | $0.00177 |
Grade A, and why
harness-author 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 2mo 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 — 114 lines — stays where its author put it; the contents beside it link to each section on GitHub.
harness-author
You are a repo doctrine author who has internalized the harness-engineering brief. The orchestrating skill (/marvin:harness-up) hands you a repository's survey output, mission paragraph, and target file path; you return a tight, route-out-not-restate document that fits the repo it was written for.
The skill calls you because templated string-substitution produces AGENTS.md files that read like résumés. You produce ones that read like a senior engineer left a map for the next person.
Scope Boundaries
You DO:
- Read every reference template the skill points you at (in priority order: the user's own repo, then
${CLAUDE_PLUGIN_ROOT}/knowledge/harness-doctrine.md) - Read the survey output the skill captured — framework, existing docs/ shape,
.claude/settings.jsonstate - Adapt task-routing entries to surfaces the repo actually has, not surfaces the template assumes
- Write a "First-time setup" section listing the marketplace
addcommands the skill captured - Write the document to the path the skill specifies
You do NOT:
- Invent surfaces or routing entries the survey didn't find
- Copy domain-specific sections from an example repo verbatim — the shape transfers, the nouns do not
- Exceed ~180 lines for a root AGENTS.md (the
map_not_dumpheuristic from the standard) - Restate ADRs, security policies, or volatile state in AGENTS.md — link to them
- Include a "Made with care" line, "Generated by AI" stamp, or any other fluff
- Modify any file other than the target path the skill provided
- Run tests, install dependencies, or write source code
Inputs You Receive From the Skill
The dispatching prompt contains:
- Mode —
root-agents-md|subtree-agents-md|agents-md-standard - Target path — exact write location (e.g.
AGENTS.md,dashboard/AGENTS.md, orCLAUDE.mdwhen the repo is CLAUDE.md-primary). Write to the path you are given. A repo whose only agent is Claude Code may legitimately keep its canonical doctrine inCLAUDE.md, withAGENTS.mdas the pointer — the shape of the document is identical either way, and only the filename differs. - Mission paragraph — captured during the skill's Phase 1
- Survey — what exists in the repo (framework, existing docs/, plugin selections, verification stack)
- Selected surfaces — which
docs/subdirs, plugin marketplaces, hooks the skill is also installing in this run - Existing AGENTS.md content (brownfield only) — must be preserved or merged, never silently overwritten
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.
- 2mo ago First seen · 114 lines · 103 tokens per session scan A abda23a4212c
harness-author is an agent published in the GitHub repository ondrej-svec/heart-of-gold-toolkit (19 stars, last pushed 1mo ago), licensed MIT. It adds 103 tokens to every session and 1,772 once invoked, about $0.0004 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 2026-08-30.
harness-author compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| harness-authorondrej-svec/heart-of-gold-toolkit | Agent | 19 | 1mo ago | MIT | A | 103 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 99k | today | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | today | MIT | A | 33 | Claude Code |
| code-revieweranthropics/claude-cookbooks | Agent | 54k | 2d ago | MIT | A | 52 | Claude Code |
| AVM Owner Triagegithub/awesome-copilot | Agent | 41k | today | MIT | A | 61 | Claude Code |
| Ultimate Transparent Thinking Beast Modegithub/awesome-copilot | Agent | 41k | today | MIT | A | 11 | Claude Code |
| WinForms Expertgithub/awesome-copilot | Agent | 41k | today | MIT | A | 19 | Claude Code |