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 MichelKerkmeester/skilled-agent-harness_spec-driven-loops --skill sk-code-opencodegit 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/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-code-opencode)<a href="https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-code-opencode"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-code-opencode/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/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-code-opencode"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-code-opencode.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 | $0.00060 | $0.04019 |
| Opus 5 | $0.00030 | $0.02010 |
| Sonnet 5 | $0.00012 | $0.00804 |
| Haiku 4.5 | $0.00006 | $0.00402 |
Grade C, and why
sk-code-opencode scanned grade C with 1 finding 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.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
<!-- Keywords: opencode, system-code, typescript, python, shell, rust, jsonc, config, mcp, skill-authoring, agent-authoring, command-authoring, hooks, alignment-verifier, surface-evidence, sk-code --> How it starts
The opening of the file, as written. The whole thing — 192 lines — stays where its author put it; the contents beside it link to each section on GitHub.
opencode Surface — System-Code Evidence
Domain evidence and shared workflow doctrine for OpenCode system code (the .opencode/ tree: skills, agents, commands, plugins, MCP servers, config, changelogs, and runtime bridge wiring). This surface owns the implement -> debug -> verify phases through the workflow references below, then slices evidence by the detected language so a TypeScript task never pulls the Python/shell/config guides.
Detection is two-step. First, the surface trigger is work under .opencode/ (including SKILL.md, descriptors, commands, agents, plugins, MCP servers, assets, scripts, and changelogs). Second, once the OpenCode surface is selected, file extensions and local markers select the language trio: .cjs/.mjs/.js -> JavaScript, .ts/.tsx/.mts/.d.ts -> TypeScript, .py plus argparse -> Python, .sh/.bash -> shell, .rs -> Rust, .json/.jsonc/.yaml/.yml plus graph-metadata or spec-folder -> config. For Rust, when no .rs file is present, local Cargo.toml/Cargo.lock markers select it after the OpenCode surface is established; napi-rs and wasm-bindgen vocabulary are additional intent signals, not cross-project surface detectors.
1. WHEN THE HUB BUNDLES THIS
- The task touches
.opencode/system code — a skill, agent, command, plugin, MCP server, or descriptor/config. - The active workflow phase needs a language standard, a language-agnostic organization pattern, a hook contract, an alignment-verification procedure, or an authoring checklist.
- This surface owns edits, tests, and verification through the workflow references; hand off formal findings-first review to
code-reviewand author-side quality gates tocode-quality.
2. REFERENCE MAP
Language standards — after .opencode/ selects this surface, load the exact split resources for the detected language:
- TypeScript —
references/typescript/style-guide/overview-strict-and-naming.md,references/typescript/style-guide/formatting-imports-and-coexistence.md,references/typescript/quality-standards/overview-and-type-system.md,references/typescript/quality-standards/tsdoc-errors-and-async.md,references/typescript/quality-standards/tsconfig-and-modules.md,references/typescript/quick-reference/template-naming-and-types.md,references/typescript/quick-reference/imports-errors-and-tsconfig.md - Python —
references/python/style-guide.md,references/python/quality-standards.md,references/python/quick-reference.md - Shell —
references/shell/style-guide/overview-structure-and-naming.md,references/shell/style-guide/variables-functions-and-output.md,references/shell/quality-standards/overview-and-priority-blockers.md,references/shell/quality-standards/validation-security-and-shellcheck.md,references/shell/quick-reference/template-variables-and-loops.md,references/shell/quick-reference/functions-strings-and-checklist.md - Rust —
references/rust/style-guide/overview-and-file-header.md,references/rust/style-guide/toolchain-and-project-structure.md,references/rust/style-guide/naming-conventions.md,references/rust/style-guide/formatting-and-imports.md,references/rust/style-guide/commenting-and-rustdoc.md,references/rust/style-guide/interop-model.md,references/rust/style-guide/interop-errors-and-parity.md,references/rust/quality-standards/overview-and-data-ownership.md,references/rust/quality-standards/modeling-collections-and-api.md,references/rust/quality-standards/docs-errors-and-async.md,references/rust/quality-standards/build-and-organization.md,references/rust/quality-standards/determinism-and-parity.md,references/rust/quick-reference/overview-and-boundary-template.md,references/rust/quick-reference/naming-ordering-and-signatures.md,references/rust/quick-reference/collections-imports-and-errors.md,references/rust/quick-reference/rustdoc-and-cargo.md,references/rust/quick-reference/determinism-parity-and-related.md - Config (JSON/JSONC/YAML descriptors and route assets) —
references/config/style-guide.md,references/config/quality-standards.md,references/config/quick-reference.md,assets/checklists/config-checklist.md - JavaScript (CommonJS/ESM plugins) —
references/javascript/style-guide.md,references/javascript/quality-standards/overview-modules-and-docs.md,references/javascript/quality-standards/security-testing-and-exemptions.md,references/javascript/quick-reference.md
What ships with it
60 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.
- assets/checklists/agent-authoring.md 4.6 KB
- assets/checklists/command-authoring.md 5.5 KB
- assets/checklists/config-checklist.md 7.0 KB
- assets/checklists/javascript-checklist.md 8.3 KB
- assets/checklists/mcp-server-authoring.md 5.1 KB
- assets/checklists/python-checklist.md 6.7 KB
- assets/checklists/rust-checklist/overview-and-p0-parity.md 10 KB
- assets/checklists/rust-checklist/p0-safety-and-boundary-discipline.md 6.3 KB
- assets/checklists/rust-checklist/p1-required.md 9.8 KB
- assets/checklists/rust-checklist/p2-evidence-validation-and-resources.md 7.6 KB
- assets/checklists/shell-checklist.md 6.7 KB
- assets/checklists/skill-authoring.md 5.6 KB
- assets/checklists/typescript-checklist.md 9.7 KB
- assets/checklists/universal-checklist.md 8.7 KB
- assets/scripts/README.md 3.7 KB
- assets/scripts/test_verify_alignment_drift.py 11 KB runs code
- assets/scripts/verify_alignment_drift.py 25 KB runs code
- assets/scripts/verify_stack_folders.py 1.6 KB runs code
- benchmark/reports/2026-07-10--live-mode-b--live/failed-runs.md 188 B
- benchmark/reports/2026-07-10--live-mode-b--live/findings-and-recommendations.md 236 B
- benchmark/reports/2026-07-10--live-mode-b--live/README.md 1.4 KB
- benchmark/reports/2026-07-10--live-mode-b--live/results.csv 636 B
- benchmark/reports/2026-07-10--live-mode-b--live/skill-benchmark-report.json 32 KB
- benchmark/reports/2026-07-10--live-mode-b--live/skill-benchmark-report.md 2.4 KB
- benchmark/reports/2026-07-10--live-mode-b--live/source.md 912 B
- benchmark/reports/2026-07-10--router-mode-a--router/failed-runs.md 190 B
- benchmark/reports/2026-07-10--router-mode-a--router/findings-and-recommendations.md 238 B
- benchmark/reports/2026-07-10--router-mode-a--router/README.md 1.4 KB
- benchmark/reports/2026-07-10--router-mode-a--router/results.csv 610 B
- benchmark/reports/2026-07-10--router-mode-a--router/skill-benchmark-report.json 29 KB
- benchmark/reports/2026-07-10--router-mode-a--router/skill-benchmark-report.md 2.6 KB
- benchmark/reports/2026-07-10--router-mode-a--router/source.md 948 B
- benchmark/reports/README.md 1.5 KB
- changelog/v1.0.0.0.md 3.3 KB
- changelog/v1.0.0.5.md 1.3 KB
- manual-testing-playbook/authoring-verification/code-quality-gate.md 5.9 KB
- manual-testing-playbook/authoring-verification/implementation-authoring.md 6.1 KB
- manual-testing-playbook/authoring-verification/verification-alignment.md 5.3 KB
- manual-testing-playbook/config-hooks/config-schema.md 5.1 KB
- manual-testing-playbook/config-hooks/hooks-wiring.md 4.8 KB
- manual-testing-playbook/language-standards/python-standards.md 4.9 KB
- manual-testing-playbook/language-standards/rust-standards.md 7.2 KB
- manual-testing-playbook/language-standards/shell-standards.md 5.5 KB
- manual-testing-playbook/language-standards/typescript-standards.md 5.9 KB
- manual-testing-playbook/manual-testing-playbook.md 2.4 KB
- README.md 9.1 KB
- references/config/quality-standards.md 3.3 KB
- references/config/quick-reference.md 7.4 KB
- references/config/style-guide.md 11 KB
- references/javascript/quality-standards/overview-modules-and-docs.md 8.1 KB
- references/javascript/quality-standards/security-testing-and-exemptions.md 11 KB
- references/javascript/quick-reference.md 8.8 KB
- references/javascript/style-guide.md 12 KB
- references/python/quality-standards.md 11 KB
- references/python/quick-reference.md 9.3 KB
- references/python/style-guide.md 12 KB
- references/rust/quality-standards/build-and-organization.md 9.5 KB
- references/rust/quality-standards/determinism-and-parity.md 8.2 KB
- references/rust/quality-standards/docs-errors-and-async.md 11 KB
- references/rust/quality-standards/modeling-collections-and-api.md 13 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.
- today Changed dc0d78519b46
- 6d ago First seen · 192 lines · 60 tokens per session scan C aea2d7a28d1a
sk-code-opencode is a skill published in the GitHub repository MichelKerkmeester/skilled-agent-harness_spec-driven-loops (35 stars, last pushed yesterday), licensed MIT. It adds 60 tokens to every session and 4,019 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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