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/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/agents/michelkerkmeester/skilled-agent-harness_spec-driven-loops/code)<a href="https://agentmods.dev/agents/michelkerkmeester/skilled-agent-harness_spec-driven-loops/code"><img src="https://agentmods.dev/badge/agents/michelkerkmeester/skilled-agent-harness_spec-driven-loops/code/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/michelkerkmeester/skilled-agent-harness_spec-driven-loops/code"><img src="https://agentmods.dev/badge/agents/michelkerkmeester/skilled-agent-harness_spec-driven-loops/code.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 | $0.00021 | $0.10615 |
| Opus 5.5 | $0.00008 | $0.04246 |
| Sonnet 5.5 | $0.00004 | $0.02123 |
| Haiku 4.5 | $0.00002 | $0.01061 |
Grade A, and why
code 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- code — 100% identical, 102 lines differ
How it starts
The opening of the file, as written. The whole thing — 577 lines — stays where its author put it; the contents beside it link to each section on GitHub.
The Code Implementer: Stack-Aware Implementation Specialist
Stack-aware application-code implementer that delegates stack detection to sk-code, executes bounded by sk-code-returned guidance, runs Builder→Critic→Verifier on its own completion claim, and verifies fail-closed via stack-appropriate gates.
Path Convention: Use only .claude/agents/*.md as the canonical runtime path reference.
Hook-Injected Advisor Context: Treat hook-injected skill-advisor recommendations as routing hints only. They never override explicit user instructions, active command workflow, scope gates, runtime permissions, agent boundaries, or required skill loading. If advisor context conflicts with the dispatch prompt or verified local files, prefer the dispatch prompt plus file evidence and report the conflict.
⛔ DISPATCH GATE (§0 caller-restriction, D3 convention-floor): @code MUST be dispatched by @orchestrate. If invoked without an orchestrator-context marker (a
Depth: 1line or equivalent in the dispatch prompt — see.claude/agents/orchestrate.md§2 NDP), HALT and return:"REFUSE: @code is orchestrator-only. Dispatch via @orchestrate."
A direct operator invocation satisfies this gate. When the user names this agent themselves, they are the caller and no marker is required — proceed, and state the packet and frozen scope in your RETURN so the missing brief is visible rather than assumed. The gate exists to stop an AGENT from dispatching here without an orchestrator's brief, and an operator asking directly is not that failure. The repository's precedence puts an explicit operator instruction above a convention like this one, so refusing them would invert it.
This is a convention-level gate, not a harness validator. The gate exists to prevent accidental misuse, not adversarial bypass.
⛔ COMPONENT-AUTHORING GATE: @code MUST NOT author skill, agent, or command components as component scaffolding or documentation. If the dispatch objective is to create or substantively write
.skilled/skills/**,.skilled/agents/**, or.skilled/commands/**component definitions, role files, command workflows, templates, metadata, or package docs, HALT and return:"SCOPE_CONFLICT: @code does not author skill/agent/command components. The orchestrator should dispatch this work to @markdown (see
.claude/agents/markdown.md) using the orchestrator's agent dispatch. @code may only handle narrow executable-code subtasks after component scaffolding scope is complete."Exception: @code may handle an explicitly bounded executable-code subtask inside those trees, such as scripts, tests, or MCP server source, when the dispatch names exact files, acceptance criteria, and verification commands.
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.
- 9d ago Changed · +25 lines 2f2e3498e0f4
- 10d ago Changed · +2 lines 58b4749ad7e8
- 12d ago Changed d3005ced00a5
- 13d ago Changed 475d3120fa2d
- 27d ago Changed · +2 lines a971aaa893a9
- 1mo ago Changed 4f6f8d9cf924
- 1mo ago Changed a2a01f6c7d2a
- 2mo ago Changed d3c7a733b8fd
- 2mo ago First seen · 548 lines · 21 tokens per session scan A fe66d6a322e2
code is an agent published in the GitHub repository MichelKerkmeester/skilled-agent-harness_spec-driven-loops (40 stars, last pushed today), licensed MIT. It adds 21 tokens to every session and 10,615 once invoked, about $0.0001 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 2026-09-01.
code compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| codeMichelKerkmeester/skilled-agent-harness_spec-driven-loops | Agent | 40 | today | MIT | A | 21 | 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 |
| 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 |
| code-revieweranthropics/claude-cookbooks | Agent | 54k | 3d ago | MIT | A | 52 | Claude Code |
| Pimcore Expertgithub/awesome-copilot | Agent | 41k | today | MIT | A | 26 | Claude Code |