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 MatthewYe/opencode-toolbox --skill skill-creatorgit clone --depth 1 https://github.com/MatthewYe/opencode-toolboxWrote 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/matthewye/opencode-toolbox/skill-creator)<a href="https://agentmods.dev/skills/matthewye/opencode-toolbox/skill-creator"><img src="https://agentmods.dev/badge/skills/matthewye/opencode-toolbox/skill-creator/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/matthewye/opencode-toolbox/skill-creator"><img src="https://agentmods.dev/badge/skills/matthewye/opencode-toolbox/skill-creator.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 | $0.00063 | $0.05486 |
| Opus 5.5 | $0.00025 | $0.02194 |
| Sonnet 5.5 | $0.00013 | $0.01097 |
| Haiku 4.5 | $0.00006 | $0.00549 |
Grade A, and why
skill-creator 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 1mo 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 — 455 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill Creator
A skill for creating new skills and iteratively improving them.
At a high level, the process of creating a skill goes like this:
- Decide what you want the skill to do and roughly how it should do it
- Write a draft of the skill
- Create a few test prompts and run the agent with access to the skill on them
- Help the user evaluate the results both qualitatively and quantitatively
- While the runs happen in the background, draft some quantitative evals if there aren't any. Explain them to the user.
- Use
bun run skills/skill-creator/eval-viewer/generate_review.tsto show the user the results, and let them review both qualitative and quantitative metrics
- Rewrite the skill based on feedback from the user's evaluation of the results
- Repeat until you're satisfied
- Expand the test set and try again at larger scale
Your job is to figure out where the user is in this process and help them progress through these stages.
OpenCode Skill Conventions
OpenCode skills follow the agentskills.io specification:
Frontmatter
name(required): lowercase alphanumeric + single hyphens, 1-64 chars. Must match the directory name. Regex:^[a-z0-9]+(-[a-z0-9]+)*$description(required): 1-1024 chars. Describe what it does AND when to trigger. Written in third person. Use the pattern "What it does. Use when [specific triggers]."compatibility(optional): e.g.,opencodemetadata(optional): string-to-string map for extra metadata
Discovery
OpenCode discovers skills from these locations:
.opencode/skills/<name>/SKILL.md~/.config/opencode/skills/<name>/SKILL.md.claude/skills/<name>/SKILL.md,~/.claude/skills/<name>/SKILL.md.agents/skills/<name>/SKILL.md,~/.agents/skills/<name>/SKILL.md- Plugin-injected paths via
config.skills.paths
Loading mechanism
Skills appear in the skill tool's <available_skills> block. The agent reads descriptions and invokes the skill tool to load a skill. After the iteration loop is complete and the skill is ready, offer to package it.
What ships with it
57 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.
- agents/analyzer.md 5.0 KB
- agents/comparator.md 4.5 KB
- agents/grader.md 5.7 KB
- assets/eval_review.html 6.8 KB
- eval-viewer/__tests__/generate_review.test.ts 42 KB runs code
- eval-viewer/generate_review.ts 20 KB runs code
- eval-viewer/viewer.html 30 KB
- references/schemas.md 4.3 KB
- scripts/__fixtures__/benchmark-legacy/runs/eval-0/with_skill/run-1/grading.json 568 B
- scripts/__fixtures__/benchmark-legacy/runs/eval-0/without_skill/run-1/grading.json 606 B
- scripts/__fixtures__/benchmark-workspace/eval-0/eval_metadata.json 19 B
- scripts/__fixtures__/benchmark-workspace/eval-0/with_skill/run-1/grading.json 647 B
- scripts/__fixtures__/benchmark-workspace/eval-0/with_skill/run-2/grading.json 557 B
- scripts/__fixtures__/benchmark-workspace/eval-0/without_skill/run-1/grading.json 660 B
- scripts/__fixtures__/benchmark-workspace/eval-0/without_skill/run-2/grading.json 576 B
- scripts/__fixtures__/empty-description-block/SKILL.md 61 B
- scripts/__fixtures__/empty-description/SKILL.md 53 B
- scripts/__fixtures__/frontmatter-list/SKILL.md 34 B
- scripts/__fixtures__/invalid-compatibility-too-long/SKILL.md 578 B
- scripts/__fixtures__/invalid-compatibility-type/SKILL.md 80 B
- scripts/__fixtures__/invalid-description-angle-brackets/SKILL.md 69 B
- scripts/__fixtures__/invalid-description-too-long/SKILL.md 1.0 KB
- scripts/__fixtures__/invalid-description-type/SKILL.md 51 B
- scripts/__fixtures__/invalid-name-consecutive-hyphens/SKILL.md 60 B
- scripts/__fixtures__/invalid-name-leading-hyphen/SKILL.md 60 B
- scripts/__fixtures__/invalid-name-too-long/SKILL.md 116 B
- scripts/__fixtures__/invalid-name-trailing-hyphen/SKILL.md 60 B
- scripts/__fixtures__/invalid-name-type/SKILL.md 54 B
- scripts/__fixtures__/invalid-name-uppercase/SKILL.md 60 B
- scripts/__fixtures__/malformed-no-closing/SKILL.md 31 B
- scripts/__fixtures__/malformed-no-opening/SKILL.md 37 B
- scripts/__fixtures__/missing-fields/SKILL.md 36 B
- scripts/__fixtures__/missing-name/SKILL.md 52 B
- scripts/__fixtures__/report-holdout.json 3.5 KB
- scripts/__fixtures__/report-simple.json 1.8 KB
- scripts/__fixtures__/unexpected-keys/SKILL.md 70 B
- scripts/__fixtures__/valid-block-dash/SKILL.md 99 B
- scripts/__fixtures__/valid-block-gt-dash/SKILL.md 102 B
- scripts/__fixtures__/valid-block-gt/SKILL.md 121 B
- scripts/__fixtures__/valid-block/SKILL.md 128 B
- scripts/__fixtures__/valid/SKILL.md 119 B
- scripts/__tests__/aggregate_benchmark.test.ts 16 KB runs code
- scripts/__tests__/generate_report.test.ts 8.0 KB runs code
- scripts/__tests__/improve_description.test.ts 29 KB runs code
- scripts/__tests__/package_skill.test.ts 8.6 KB runs code
- scripts/__tests__/quick_validate.test.ts 10 KB runs code
- scripts/__tests__/run_eval.test.ts 25 KB runs code
- scripts/__tests__/run_loop.test.ts 26 KB runs code
- scripts/__tests__/utils.test.ts 7.5 KB runs code
- scripts/aggregate_benchmark.ts 16 KB runs code
- scripts/generate_report.ts 13 KB runs code
- scripts/improve_description.ts 16 KB runs code
- scripts/package_skill.ts 4.6 KB runs code
- scripts/quick_validate.ts 5.2 KB runs code
- scripts/run_eval.ts 18 KB runs code
- scripts/run_loop.ts 18 KB runs code
- scripts/utils.ts 2.2 KB runs code
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.
- 1mo ago First seen · 455 lines · 63 tokens per session scan A e65817752ce3
skill-creator is a skill published in the GitHub repository MatthewYe/opencode-toolbox (5 stars, last pushed 3mo ago), licensed MIT. It adds 63 tokens to every session and 5,486 once invoked, about $0.0003 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 2026-08-31.
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