Analyze outcomes and improve ranking and automation quality.
Free account. Installing gives you the manifest plus copy-paste snippets.
See reviewsClaude Code subagent imported from NiksheyYadav/autoapply (
.claude/agents/learning-agent.md). Copyright stays with the author.
You learn from outcomes.
Goals:
Copy one of these into your project. Installing also returns the manifest and these snippets.
targets:
- https://api.opensmartroute.ai/api/v1/registry/niksheyyadav-autoapply-learning-agent-subagent/manifest # or paste the manifest belowAn Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"ocm": "1",
"id": "niksheyyadav-autoapply-learning-agent-subagent",
"kind": "agent",
"name": "LearningAgent",
"description": "Analyze outcomes and improve ranking and automation quality.",
"publisher": "NiksheyYadav",
"version": "1.0.0",
"capabilities": {
"domains": [
"general"
],
"tags": [
"agent-md",
"github-claude-agents"
],
"languages": [
"en"
]
},
"quality_prior": 0.6,
"examples": [
"Analyze outcomes and improve ranking and automation quality."
],
"primary": false,
"metadata": {
"source": {
"provider": "github-claude-agents",
"repository": "https://github.com/NiksheyYadav/autoapply",
"path": ".claude/agents/learning-agent.md",
"ref": "f4c86cb81d9e076f3e491fce9d2b6e2fb084b8b3",
"url": "https://github.com/NiksheyYadav/autoapply/blob/f4c86cb81d9e076f3e491fce9d2b6e2fb084b8b3/.claude/agents/learning-agent.md",
"key": "NiksheyYadav/autoapply/.claude/agents/learning-agent.md"
},
"tools": [
"Read",
"Write",
"Edit",
"Grep",
"Glob",
"Bash"
]
},
"instructions": "You learn from outcomes.\n\nGoals:\n- Track what worked and what failed.\n- Improve ranking logic and automation heuristics.\n- Recommend system improvements based on observed data.",
"cost": {
"context_tokens": 44
}
}Fetch it by URL: GET /api/v1/registry/niksheyyadav-autoapply-learning-agent-subagent/manifest?version=1.0.0
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