ReddRadar
Topic: self-learning
274 skills in this topic.
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topic-resolver
Pre-search topic resolution. Maps vague queries to concrete entities (GitHub orgs, X handles, subreddits, docs URLs) before searching. Run as first step of any research workflow to dramatically improve search precision.
vibeeval/vibecosystem 458
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learn
vibeeval/vibecosystem 458
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property-based-testing
Property-based testing (PBT) patterns with fast-check (JS/TS), Hypothesis (Python), and gopter (Go). Generate random inputs, define invariants, shrink failures to minimal cases. Adapted from Trail of Bits. Use when testing pure functions, parsers, serializers, state machines, or any code where example-based tests miss edge cases.
vibeeval/vibecosystem 458
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no-polling-agents
No Polling for Background Agents
vibeeval/vibecosystem 458
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boundary-value-problems
Problem-solving strategies for boundary value problems in odes pdes
vibeeval/vibecosystem 458
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agent-orchestration
Agent Orchestration Rules
vibeeval/vibecosystem 458
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search-router
Choose the right search tool for each query type
vibeeval/vibecosystem 458
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layered-recall
Progressive memory recall with 4 scope layers AND 3 depth layers. Scope: identity > project > room > deep. Depth: IDs only > summary > full. 10-50x token savings through fetch-on-confirmation pattern.
vibeeval/vibecosystem 458
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prove
Formal theorem proving with research, testing, and verification phases
vibeeval/vibecosystem 458
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graceful-degradation
Graceful Degradation with Helpful Messages
vibeeval/vibecosystem 458
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saas-payment-patterns
Payment provider abstraction, webhook security, subscription lifecycle, dunning flows, pricing models, invoicing, tax handling, and refund patterns for SaaS applications.
vibeeval/vibecosystem 458
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hook-developer
Complete Claude Code hooks reference - input/output schemas, registration, testing patterns
vibeeval/vibecosystem 458
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sub-agents
Create and configure Claude Code sub-agents with custom prompts, tools, and models
vibeeval/vibecosystem 458
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plan-documentation
Generate structured plan files for large tasks. Use when starting a big feature, refactoring, or multi-phase work. Creates plans/<task>-plan.md with phases, acceptance criteria, and open questions. After each phase, generates completion docs.
vibeeval/vibecosystem 458
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nia-docs
Search library documentation and code examples via Nia
vibeeval/vibecosystem 458
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second-order-odes
Problem-solving strategies for second order odes in odes pdes
vibeeval/vibecosystem 458
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smart-model-routing
Dynamic model selection based on task complexity scoring. Replaces static model mappings with a weighted signal system that picks Opus, Sonnet, or Haiku-class speed per task. Works with agent-assignment-matrix.md.
vibeeval/vibecosystem 458
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refactor
Code refactoring workflow - analyze → plan → implement → review → validate
vibeeval/vibecosystem 458
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build
Workflow orchestrator that chains existing skills for feature development
vibeeval/vibecosystem 458
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circuit-breaker
Agent hata toleransi ve devre kesici pattern. Ust uste hata yapan agent'i durdur, cooldown uygula, fallback'e gec. Kaskatli hatalari ve sonsuz retry dongularini onler.
vibeeval/vibecosystem 458
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wiring
Wiring Verification
vibeeval/vibecosystem 458
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coding-standards
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
vibeeval/vibecosystem 458
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research-external
External research workflow for docs, web, APIs - NOT codebase exploration
vibeeval/vibecosystem 458
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commit-trailers
Commit mesajlarina yapilandirilmis karar trailer'lari ekle. Constraint, Rejected, Confidence, Scope-risk, Not-tested trailer'lari ile karar baglamini koru.
vibeeval/vibecosystem 458