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/yonatangross/orchestkitWrote 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/plugins/yonatangross/orchestkit/ork)<a href="https://agentmods.dev/plugins/yonatangross/orchestkit/ork"><img src="https://agentmods.dev/badge/plugins/yonatangross/orchestkit/ork/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/plugins/yonatangross/orchestkit/ork"><img src="https://agentmods.dev/badge/plugins/yonatangross/orchestkit/ork.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
ork 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.
What it actually says
{
"name": "ork",
"version": "10.0.0-beta.177",
"description": "The Complete AI Development Toolkit — 110 skills, 36 agents, 162 hooks for full-stack development.",
"author": {
"name": "Yonatan Gross",
"email": "[email protected]",
"url": "https://github.com/yonatangross/orchestkit"
},
"homepage": "https://github.com/yonatangross/orchestkit",
"repository": "https://github.com/yonatangross/orchestkit",
"license": "MIT",
"keywords": [
"ai-development",
"langgraph",
"fastapi",
"react",
"typescript",
"python",
"multi-agent"
],
"skills": "./skills/",
"userConfig": {
"webhookUrl": {
"type": "string",
"sensitive": false,
"description": "Webhook endpoint URL for usage reports and notifications",
"title": "Webhook URL"
},
"hookToken": {
"type": "string",
"sensitive": true,
"description": "Authentication token for webhook endpoint (stored in keychain)",
"title": "Webhook token"
},
"evalApiKey": {
"type": "string",
"sensitive": true,
"description": "Anthropic API key for skill evaluation pipeline (stored in keychain)",
"title": "Eval API key"
},
"notebookLmToken": {
"type": "string",
"sensitive": true,
"description": "NotebookLM auth token for /ork:release-sync (stored in keychain)",
"title": "NotebookLM token"
}
},
"workflows": "./workflows/"
}
What it installs
The manifest is a name and a version. 111 skills, 38 commands, 36 agents, 32 hooks travel with it, and installing the plugin installs all of them — 11,585 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill review-pr A 69 tokens
- Skill assess A 72 tokens
- Skill brainstorm A 87 tokens
- Skill browser-tools A 44 tokens
- Skill fix-issue A 82 tokens
- Skill implement A 91 tokens
- Skill json-render-catalog A 99 tokens
- Skill verify A 92 tokens
- Skill visualize-plan A 77 tokens
- Skill chain-patterns A 39 tokens
- Skill design-to-code A 86 tokens
- Skill emulate-seed A 86 tokens
- Skill expect A 73 tokens
- Skill glyph A 92 tokens
- Skill architecture-patterns A 56 tokens
- Skill audit-full A 60 tokens
- Skill auto A 99 tokens
- Skill ci-sentinel A 94 tokens
- Skill create-pr A 89 tokens
- Skill design-context-extract A 84 tokens
- Skill error-analysis A 61 tokens
- Skill explore A 68 tokens
- Skill langgraph A 80 tokens
- Skill mcp-patterns A 56 tokens
- Skill multi-surface-render A 98 tokens
- Skill performance A 64 tokens
- Skill rag-retrieval A 58 tokens
- Skill swarm-migrate A 103 tokens
- Skill agent-orchestration A 56 tokens
- Skill ai-ui-generation A 95 tokens
- Skill analytics A 62 tokens
- Skill api-design A 76 tokens
- Skill audit-activation A 66 tokens
- Skill ci-debug A 92 tokens
- Skill commit A 87 tokens
- Skill database-patterns A 49 tokens
- Skill demo-producer A 60 tokens
- Skill design-import A 74 tokens
- Skill dev A 76 tokens
- Skill devops-deployment A 44 tokens
- Skill distributed-systems A 48 tokens
- Skill figma-design-handoff A 76 tokens
- Skill github-operations A 50 tokens
- Skill i18n-date-patterns A 53 tokens
- Skill llm-integration A 58 tokens
- Skill mcp-visual-output A 88 tokens
- Skill prd-to-goal A 55 tokens
- Skill python-backend A 82 tokens
- Skill quality-gates A 46 tokens
- Skill react-server-components-framework A 48 tokens
- Skill telemetry-inspect A 78 tokens
- Skill testing-e2e A 55 tokens
- Skill testing-integration A 49 tokens
- Skill testing-llm A 55 tokens
- Skill ui-components A 44 tokens
- Skill accessibility A 65 tokens
- Skill animation-motion-design A 52 tokens
- Skill architecture-decision-record A 38 tokens
- Skill async-jobs A 42 tokens
- Skill bare-eval A 69 tokens
- Skill code-review-playbook A 37 tokens
- Skill component-search A 57 tokens
- Skill design-ship A 84 tokens
- Skill design-system-tokens A 58 tokens
- Skill domain-driven-design A 57 tokens
- Skill golden-dataset A 44 tokens
- Skill help A 30 tokens
- Skill interaction-patterns A 66 tokens
- Skill memory-fabric A 72 tokens
- Skill monitoring-observability A 69 tokens
- Skill multimodal-llm A 82 tokens
- Skill okr-design A 46 tokens
- Skill portless A 91 tokens
- Skill remember A 66 tokens
- Skill responsive-patterns A 46 tokens
- Skill storybook-testing A 77 tokens
- Skill task-dependency-patterns A 51 tokens
- Skill testing-unit A 95 tokens
- Skill competitive-analysis A 58 tokens
- Skill memory A 77 tokens
- Skill prioritization A 53 tokens
- Skill product-analytics A 44 tokens
- Skill scope-appropriate-architecture A 41 tokens
- Skill storybook-mcp-integration A 91 tokens
- Skill testing-perf A 55 tokens
- Skill user-research A 44 tokens
- Skill write-prd A 54 tokens
- Skill zustand-patterns A 59 tokens
- Skill business-case A 48 tokens
- Skill design-stylecards A 86 tokens
- Skill issue-progress-tracking A 73 tokens
- Skill market-sizing A 58 tokens
- Skill page-serve A 96 tokens
- Skill product-frameworks A 61 tokens
- Skill release-management A 58 tokens
- Skill release-sync A 62 tokens
- Skill web-research-workflow A 72 tokens
- Skill documentation-patterns A 53 tokens
- Skill freeze A 64 tokens
- Skill paired-probe A 100 tokens
- Skill prompt-focus A 47 tokens
- Skill testing-patterns A 59 tokens
- Skill cover B 95 tokens
- Skill doctor B 80 tokens
- Skill dream B 56 tokens
- Skill security-patterns B 56 tokens
- Skill configure B 32 tokens
- Skill errors B 70 tokens
- Skill vite-advanced C 52 tokens
- Skill careful C 84 tokens
- Skill setup D 61 tokens
- Command review-pr A 69 tokens
- Command assess A 72 tokens
- Command brainstorm A 87 tokens
- Command fix-issue A 82 tokens
- Command implement A 91 tokens
- Command verify A 92 tokens
- Command visualize-plan A 77 tokens
- Command expect A 73 tokens
- Command glyph A 92 tokens
- Command auto A 99 tokens
- Command ci-sentinel A 94 tokens
- Command create-pr A 89 tokens
- Command design-to-code A 86 tokens
- Command explore A 68 tokens
- Command swarm-migrate A 103 tokens
- Command audit-activation A 66 tokens
- Command ci-debug A 92 tokens
- Command commit A 87 tokens
- Command design-context-extract A 84 tokens
- Command design-import A 74 tokens
- Command dev A 76 tokens
- Command prd-to-goal A 55 tokens
- Command telemetry-inspect A 78 tokens
- Command component-search A 57 tokens
- Command design-ship A 84 tokens
- Command help A 30 tokens
- Command remember A 66 tokens
- Command memory A 77 tokens
- Command write-prd A 54 tokens
- Command design-stylecards A 86 tokens
- Command page-serve A 96 tokens
- Command release-sync A 62 tokens
- Command freeze A 64 tokens
- Command cover B 95 tokens
- Command doctor B 80 tokens
- Command dream B 56 tokens
- Command careful C 84 tokens
- Command setup D 61 tokens
- Agent frontend-ui-developer A 39 tokens
- Agent code-quality-reviewer A 27 tokens
- Agent design-system-architect A 32 tokens
- Agent test-generator A 27 tokens
- Agent web-research-analyst A 26 tokens
- Agent eval-runner A 41 tokens
- Agent event-driven-architect A 48 tokens
- Agent expect-agent A 30 tokens
- Agent infrastructure-architect A 40 tokens
- Agent llm-integrator A 31 tokens
- Agent monitoring-engineer A 37 tokens
- Agent multimodal-specialist A 81 tokens
- Agent product-strategist A 27 tokens
- Agent python-performance-engineer A 25 tokens
- Agent security-auditor A 26 tokens
- Agent security-layer-auditor A 30 tokens
- Agent workflow-architect A 26 tokens
- Agent accessibility-specialist A 33 tokens
- Agent ci-cd-engineer A 30 tokens
- Agent claude-design-orchestrator A 51 tokens
- Agent data-pipeline-engineer A 25 tokens
- Agent database-engineer A 28 tokens
- Agent demo-producer A 42 tokens
- Agent frontend-performance-engineer A 28 tokens
- Agent git-operations-engineer A 50 tokens
- Agent release-engineer A 49 tokens
- Agent system-design-reviewer A 29 tokens
- Agent component-curator A 33 tokens
- Agent deployment-manager A 24 tokens
- Agent emulate-engineer A 67 tokens
- Agent genui-architect A 46 tokens
- Agent market-intelligence A 25 tokens
- Agent design-context-extractor A 34 tokens
- Agent backend-system-architect B 27 tokens
- Agent debug-investigator B 22 tokens
- Agent ai-safety-auditor C 37 tokens
- Hook PostToolUse A not measured
- Hook PreToolUse A not measured
- Hook UserPromptSubmit A not measured
- Hook PermissionRequest A not measured
- Hook PreCompact A not measured
- Hook SubagentStart A not measured
- Hook ElicitationResult A not measured
- Hook FileChanged A not measured
- Hook InstructionsLoaded A not measured
- Hook PermissionDenied A not measured
- Hook PostCompact A not measured
- Hook PostModelSwitch A not measured
- Hook PostToolUseFailure A not measured
- Hook Setup A not measured
- Hook StopFailure A not measured
What ships with it
37 files beside plugin.json 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.
- agent-index.md 2.7 KB
- skill-indexes/accessibility-specialist.md 681 B
- skill-indexes/ai-safety-auditor.md 924 B
- skill-indexes/backend-system-architect.md 2.5 KB
- skill-indexes/ci-cd-engineer.md 1.5 KB
- skill-indexes/claude-design-orchestrator.md 1.0 KB
- skill-indexes/code-quality-reviewer.md 1.8 KB
- skill-indexes/component-curator.md 996 B
- skill-indexes/data-pipeline-engineer.md 1.3 KB
- skill-indexes/database-engineer.md 1.3 KB
- skill-indexes/debug-investigator.md 850 B
- skill-indexes/demo-producer.md 799 B
- skill-indexes/deployment-manager.md 1013 B
- skill-indexes/design-context-extractor.md 906 B
- skill-indexes/design-system-architect.md 1.8 KB
- skill-indexes/emulate-engineer.md 1.0 KB
- skill-indexes/eval-runner.md 990 B
- skill-indexes/event-driven-architect.md 949 B
- skill-indexes/expect-agent.md 641 B
- skill-indexes/frontend-performance-engineer.md 927 B
- skill-indexes/frontend-ui-developer.md 2.5 KB
- skill-indexes/genui-architect.md 823 B
- skill-indexes/git-operations-engineer.md 882 B
- skill-indexes/infrastructure-architect.md 1.2 KB
- skill-indexes/llm-integrator.md 1.5 KB
- skill-indexes/market-intelligence.md 751 B
- skill-indexes/monitoring-engineer.md 1.3 KB
- skill-indexes/multimodal-specialist.md 781 B
- skill-indexes/product-strategist.md 1.0 KB
- skill-indexes/python-performance-engineer.md 1.6 KB
- skill-indexes/release-engineer.md 831 B
- skill-indexes/security-auditor.md 923 B
- skill-indexes/security-layer-auditor.md 929 B
- skill-indexes/system-design-reviewer.md 1.8 KB
- skill-indexes/test-generator.md 1.7 KB
- skill-indexes/web-research-analyst.md 726 B
- skill-indexes/workflow-architect.md 537 B
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 ea045e463d11
- yesterday Changed b665c313756e
- 3d ago Changed 8eebb94ed4cd
- 5d ago Changed 7f8d0bb89737
- 6d ago Changed 0bdf8fc24e28
- 7d ago Changed 40135d0b5121
- 8d ago Changed 353275fef6e6
- 9d ago Changed 427b18357b99
- 10d ago Changed a2305f7ff0ee
- 11d ago First seen · 51 lines scan A 3d34724263d9
ork is a plugin published in the GitHub repository yonatangross/orchestkit (295 stars, last pushed today), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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.
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