ReddRadar
Topic: multi-agent
1,931 skills in this topic.
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source-unifier
Merge multiple documentation sources (docs, GitHub, PDF) with conflict detection. Use when combining docs + code for complete skill coverage.
jmagly/aiwg 107
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iteration-control
jmagly/aiwg 107
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cost-optimizer
Analyze LLM pipeline costs and generate concrete optimization recommendations with savings estimates
jmagly/aiwg 107
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eval-loop
Configure and run the isolated eval loop pattern — generate, evaluate, refine until pass threshold met
jmagly/aiwg 107
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pattern-selector
Recommends the right LLM pipeline pattern for a use case — simple chain, embedded agent, state machine, RAG, eval loop, or dynamic prompt
jmagly/aiwg 107
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pipeline-design
Interactive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready artifacts
jmagly/aiwg 107
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pipeline-status
Show status overview of all LLM inference pipelines in the current project
jmagly/aiwg 107
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productionize
Production readiness review — strip prototype scaffolding, harden code, validate cost model, generate prod/ artifacts
jmagly/aiwg 107
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prompt-engineer
Production prompt engineering — write, iterate, and refine prompts with built-in eval loop feedback
jmagly/aiwg 107
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forme-manifest
jmagly/aiwg 107
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prose-detect
Locate an existing OpenProse installation using a prioritized signal chain — env var, AIWG config, AIWG-local install, project plugin manifest, user home directory, or global CLI. Returns the resolved PROSE_ROOT path. Does not install OpenProse; triggers prose-setup if no installation is found.
jmagly/aiwg 107
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prose-install
Install OpenProse for AIWG use when no existing installation is found. Tries npx skills add first, falls back to git clone, then saves the resolved path to .aiwg/config.json.
jmagly/aiwg 107
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prose-reader
Read and parse an OpenProse program file, extracting its contract (requires, ensures, strategies, errors, invariants) and services into a structured representation
jmagly/aiwg 107
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prose-run
jmagly/aiwg 107
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prose-setup
Clone or update the OpenProse repository to ensure AIWG prose tools hook into the latest version of the specification and examples
jmagly/aiwg 107
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prose-validate
Validate an OpenProse program file against Prose contract grammar without executing it — checks frontmatter, contract structure, service references, and strategy syntax
jmagly/aiwg 107
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chunk
jmagly/aiwg 107
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fanout
jmagly/aiwg 107
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rlm-batch
jmagly/aiwg 107
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rlm-mode
Detect requests for recursive decomposition and large-scale operations that benefit from RLM processing
jmagly/aiwg 107
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rlm-prep
jmagly/aiwg 107
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rlm-query
jmagly/aiwg 107
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rlm-search
jmagly/aiwg 107
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rlm-status
Show status of RLM task tree execution
jmagly/aiwg 107