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Claude Skills by jmagly
github.com/jmagly837 skills58 installs3,193 views
- Mission ControlOrchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions, monitor, and stopVotes: 0GitHub stars: 207
- RalphExecute iterative task loop until completion criteria are met - iteration beats perfectionVotes: 0GitHub stars: 207
- Setup GenerateGenerate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`Votes: 0GitHub stars: 207
- Setup RunExecute a `setup.aiwg.io/v1` SetupManifest, performing cross-platform installatiVotes: 0GitHub stars: 207
- Setup ValidateValidate a `setup.aiwg.io/v1` SetupManifest file against the schema and run consVotes: 0GitHub stars: 207
- Aiwg Delivery PrAIWG-specific delivery pull request workflow; explicit alias for aiwg-pr, not a generic repository PR guideVotes: 0GitHub stars: 207
- Aiwg PrAIWG-specific pull request delivery workflow for AIWG product/workspace changes; not the generic repository PR processVotes: 0GitHub stars: 207
- Git Mirror AuditVerify configured secondary git mirrors are present and not drifting from the primary remote/default branchVotes: 0GitHub stars: 207
- Steward Prep DeliverySteward-assisted prep for filing issues and PRs — environment capture, template selection, duplicate detection, delivery-policy compliance checkVotes: 0GitHub stars: 207
- Cost OptimizerAnalyze LLM pipeline costs and generate concrete optimization recommendations with savings estimatesVotes: 0GitHub stars: 207
- Eval LoopConfigure and run the isolated eval loop pattern — generate, evaluate, refine until pass threshold metVotes: 0GitHub stars: 207
- Pattern SelectorRecommends the right LLM pipeline pattern for a use case — simple chain, embedded agent, state machine, RAG, eval loop, or dynamic promptVotes: 0GitHub stars: 207
- Pipeline DesignInteractive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready artifactsVotes: 0GitHub stars: 207
- Pipeline StatusShow status overview of all LLM inference pipelines in the current projectVotes: 0GitHub stars: 207
- ProductionizeProduction readiness review — strip prototype scaffolding, harden code, validate cost model, generate prod/ artifactsVotes: 0GitHub stars: 207
- Prompt EngineerProduction prompt engineering — write, iterate, and refine prompts with built-in eval loop feedbackVotes: 0GitHub stars: 207
- Rlm BatchParallel fan-out processing - spawn multiple sub-agents for chunked context processingVotes: 0GitHub stars: 207
- Rlm QuerySpawn sub-agent to process focused context and return structured resultVotes: 0GitHub stars: 207
- Uat ExecuteExecute a UAT plan against live MCP connections, tracking pass/fail per test and filing issues on failureVotes: 0GitHub stars: 207
- Uat GenerateDiscover MCP tools and generate a phased UAT plan with agent-executable test specificationsVotes: 0GitHub stars: 207
- Uat ReportGenerate UAT completion report with tool coverage matrix, pass/fail metrics, and regression detectionVotes: 0GitHub stars: 207
- Transcribe MediaProduce timestamped transcript sidecars for acquired audio/video with hashes, source metadata, speaker labels when available, and explicit degraded plans when STT tooling is missingVotes: 0GitHub stars: 207
- Curator InitScaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`.Votes: 0GitHub stars: 207
- Curator StatusReport research-corpus discovery curators (PROF-S) ranked by yield (return-to score = inducted-ref-count × avg GRADE), with revisit-cadence staleness and a discovery-orphan check. Runs via `aiwg corpus curator-status`.Votes: 0GitHub stars: 207
- Discovery LogRecord the source-tracking `discovery` block on a research-corpus citation sidecar — where/how a paper was found (surface, via, curator). Runs via `aiwg corpus discovery-log`.Votes: 0GitHub stars: 207
- Funder NetworkBuild the bipartite funder↔paper analytics — per-funder paper/A-grade/mean-grade rollup, mean CD-index + novelty bias, and co-funding clusters. Runs via `aiwg corpus funder-network`.Votes: 0GitHub stars: 207
- Profile CommunitiesDetect co-author communities (label propagation), report modularity Q, and identify bridge authors (high betweenness). Runs via `aiwg corpus profile-communities`.Votes: 0GitHub stars: 207
- Profile GenerateScaffold compact PROF-P entity profiles for unprofiled hub authors — ranks corpus REFs by citation in-degree, takes each top REF's primary author, skips institutional/group names and already-profiled people. Runs via `aiwg corpus profile-generate`.Votes: 0GitHub stars: 207
- Profile MetricsCompute corpus-local influence/centrality metrics — per-paper CD-index + PageRank, and per-PROF-P h-index / mean-CD / mean-PageRank / betweenness / eigenvector + influence grade. Runs via `aiwg corpus profile-metrics`.Votes: 0GitHub stars: 207
- Profile StatusReport research-corpus entity profiles (PROF-P/O/G/F) past their refresh cadence. Computes staleness via the shared cadence helper, sorted most-overdue-first. Runs via `aiwg corpus profile-status`.Votes: 0GitHub stars: 207
- Profile TemporalCompute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.Votes: 0GitHub stars: 207
- Radar InitScaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.Votes: 0GitHub stars: 207
- Radar ReportAggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE / per-trajectory breakdowns, an overdue table, and per-radar rationale snippets. Runs via `aiwg corpus radar-report`.Votes: 0GitHub stars: 207
- Radar StatusReport which research-corpus radar sidecars are overdue for refresh. Computes staleness (days since last refresh vs the cadence window) for every radar, sorted most-overdue-first. Runs via `aiwg corpus radar-status`.Votes: 0GitHub stars: 207
- Artifact MetadataManage artifact metadata, versioning, ownership, and review history across the SDLC lifecycleVotes: 0GitHub stars: 207
- Claims ValidatorValidate documentation for unsupported claims, made-up metrics, and unverifiable statementsVotes: 0GitHub stars: 207
- Config ValidatorValidate AIWG configuration files and project setup for correctness and completenessVotes: 0GitHub stars: 207
- Nl RouterRoute natural language requests to appropriate skills and workflows by parsing intent and matching trigger patternsVotes: 0GitHub stars: 207
- Parallel DispatchLaunch multiple agents concurrently, collect their results, and handle timeouts for fan-out orchestration patternsVotes: 0GitHub stars: 207
- Project AwarenessDetect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actionsVotes: 0GitHub stars: 207
- Template EngineLoad, validate, and populate templates consistently across frameworksVotes: 0GitHub stars: 207
- Workspace HealthAssess workspace alignment and recommend cleanup or realignment actions at key lifecycle transition pointsVotes: 0GitHub stars: 207
- Doc ScraperScrape documentation websites into organized reference files. Use when converting docs sites to searchable references or building Claude skills.Votes: 0GitHub stars: 207
- Doc SplitterSplit large documentation (10K+ pages) into focused sub-skills with intelligent routing. Use for massive doc sites like Godot, AWS, or MSDN.Votes: 0GitHub stars: 207
- Llms Txt SupportDetect and use llms.txt files for LLM-optimized documentation. Use when checking if a site has LLM-ready docs before scraping.Votes: 0GitHub stars: 207
- Pdf ExtractorExtract text, tables, and images from PDF files. Use when converting PDF documentation, manuals, or reports to searchable text.Votes: 0GitHub stars: 207
- Source UnifierMerge multiple documentation sources (docs, GitHub, PDF) with conflict detection. Use when combining docs + code for complete skill coverage.Votes: 0GitHub stars: 207
- Quality CheckerValidate skill quality, completeness, and adherence to standards. Use before packaging to ensure skill meets quality requirements.Votes: 0GitHub stars: 207
- Skill BuilderBuild Claude skills from extracted documentation. Use after doc-scraper/pdf-extractor to generate uploadable skill packages.Votes: 0GitHub stars: 207
- Skill EnhancerAI-powered enhancement of skill SKILL.md files. Use to transform basic templates into comprehensive, high-quality skill documentation.Votes: 0GitHub stars: 207