Topic: orchestration
1,040 skills in this topic.
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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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uat-mode
Detect requests for UAT generation, execution, or reporting and invoke the appropriate UAT command
jmagly/aiwg 107
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prose-run
jmagly/aiwg 107
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uat-generate
jmagly/aiwg 107
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rlm-query
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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flaky-fix
Suggest and apply fixes for flaky tests based on detected patterns. Use after flaky-detect identifies unreliable tests that need repair.
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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pipeline-design
Interactive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready artifacts
jmagly/aiwg 107
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flaky-detect
Identify flaky tests from CI history and test execution patterns. Use when debugging intermittent test failures, auditing test reliability, or improving CI stability.
jmagly/aiwg 107
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rlm-prep
jmagly/aiwg 107
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ai-pattern-detection
Detects AI-generated writing patterns and suggests authentic alternatives. Auto-applies when reviewing content, editing documents, generating text, or when user mentions writing quality, AI detection, authenticity, or natural voice.
jmagly/aiwg 107
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uat-report
Generate UAT completion report with tool coverage matrix, pass/fail metrics, and regression detection
jmagly/aiwg 107
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flow-security-review-cycle
jmagly/aiwg 107
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project-status
Analyze project state from .aiwg/ artifacts and provide contextual status with recommended next steps
jmagly/aiwg 107
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intake-start
Ingest the Project Intake Form and kick off Concept → Inception with agent assignments, accepts optional guidance to tailor process
jmagly/aiwg 107
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security-audit
Perform comprehensive security assessment
jmagly/aiwg 107
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regression-visual
jmagly/aiwg 107
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marketing-intake
jmagly/aiwg 107
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tot-exploration
jmagly/aiwg 107
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build-poc
Build a Proof of Concept (PoC) to validate technical feasibility and retire architectural risks
jmagly/aiwg 107
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intake-from-codebase
Scan existing codebase and generate intake documents by analyzing code, dependencies, and infrastructure. Accepts optional guidance text to tailor analysis.
jmagly/aiwg 107
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flow-test-strategy-execution
Orchestrate comprehensive test strategy with test suite execution, coverage validation, defect triage, and regression analysis
jmagly/aiwg 107
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flow-architecture-evolution
jmagly/aiwg 107