Skill rating
573 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 301 | C | Validate a single AIWG component (skill, agent, or command) for completeness and correctness | 100 | 68 | D | — | — | 9 h ago | |
| 302 | C | Initialize an AIWG contribution workflow by creating a feature branch, configuring DCO, and linking a tracking issue | 100 | 68 | D | — | — | 9 h ago | |
| 303 | C | Show current AIWG customization status — mode, source path, what you've customized vs upstream | 100 | 68 | D | — | — | 9 h ago | |
| 304 | C | Remove a previously installed Claude Code marketplace plugin and unregister it from the local plugin registry | 100 | 68 | D | — | — | 9 h ago | |
| 305 | C | Conduct comprehensive PR review from multiple perspectives (PM, Developer, QA, Security) | 100 | 67 | D | — | — | 9 h ago | |
| 306 | C | End-to-end SDLC ramp-up from idea to construction-ready with automated phase transitions and focused gate questions | 100 | 67 | B | — | — | 9 h ago | |
| 307 | C | Manage the AIWG MCP server — start it, configure clients, and maintain the registered server registry | 100 | 68 | C | — | — | 9 h ago | |
| 308 | C | Create a well-formatted git commit and push to remote repository | 100 | 67 | C | — | — | 9 h ago | |
| 309 | C | Rebuild AIWG hook files from currently installed framework manifests | 100 | 67 | D | — | — | 9 h ago | |
| 310 | C | Download research papers and extract metadata | 100 | 67 | C | — | — | 9 h ago | |
| 311 | C | Set or report the reproducibility mode governing how AIWG workflows execute, from standard to fully auditable | 100 | 68 | C | — | — | 9 h ago | |
| 312 | C | Install Claude Code marketplace plugins or route local/Git wrappers through the supported package workflow | 100 | 68 | D | — | — | 9 h ago | |
| 313 | C | Analyze token usage efficiency against the MetaGPT baseline and surface per-step optimization opportunities | 100 | 68 | C | — | — | 9 h ago | |
| 314 | C | Package a built-in or standalone project-local AIWG plugin wrapper for marketplace distribution | 100 | 67 | D | — | — | 9 h ago | |
| 315 | C | Show status overview of all LLM inference pipelines in the current project | 100 | 67 | C | — | — | 9 h ago | |
| 316 | C | Generate a SOUL.md from an existing AIWG voice profile | 100 | 67 | C | — | — | 9 h ago | |
| 317 | C | Export media collection to platform-specific formats (Plex, Jellyfin, MPD, mobile, archival) | 100 | 67 | C | — | — | 9 h ago | |
| 318 | C | Check status of current or previous agent loop | 100 | 67 | C | — | — | 9 h ago | |
| 319 | C | Validate an entire AIWG addon package for completeness and release readiness | 100 | 68 | D | — | — | 9 h ago | |
| 320 | C | Create a new ticket/issue with configurable backend (Gitea, GitHub, Jira, Linear, or local files) | 99 | 70 | B | — | — | 9 h ago | |
| 321 | C | Analyze LLM pipeline costs and generate concrete optimization recommendations with savings estimates | 100 | 67 | C | — | — | 9 h ago | |
| 322 | C | Tastefully invite users to star AIWG after a successful workflow. | 100 | 68 | C | — | — | 9 h ago | |
| 323 | C | Show cost trends across multiple workflow sessions, surfacing expensive operations, spending patterns, and outliers | 100 | 68 | C | — | — | 9 h ago | |
| 324 | C | Disable the AIWG context hook without uninstalling AIWG or deleting hook files | 100 | 67 | D | — | — | 9 h ago | |
| 325 | C | Migrate existing CLAUDE.md full-injection to the AIWG.md hook file architecture | 100 | 67 | D | — | — | 9 h ago | |
| 326 | C | Disable soul enforcement without deleting SOUL.md or soul files | 100 | 67 | C | — | — | 9 h ago | |
| 327 | C | Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent | 100 | 67 | C | — | — | 9 h ago | |
| 328 | C | Production readiness review — strip prototype scaffolding, harden code, validate cost model, generate prod/ artifacts | 100 | 67 | C | — | — | 9 h ago | |
| 329 | C | Display workspace status dashboard showing installed frameworks, deployments, artifact counts, and health indicators | 100 | 67 | D | — | — | 9 h ago | |
| 330 | C | Generate a cost report for an AIWG session or observe per-bot OpenRouter fleet spend | 100 | 68 | C | — | — | 9 h ago | |
| 331 | C | Initialize AIWG daemon mode configuration from a named profile for persistent background sessions | 100 | 68 | C | — | — | 9 h ago | |
| 332 | C | Enable the AIWG context hook in platform context files without re-deploying | 100 | 67 | C | — | — | 9 h ago | |
| 333 | C | Enable soul enforcement by wiring SOUL.md into platform context files and deploying the enforcement rule | 100 | 67 | C | — | — | 9 h ago | |
| 334 | C | Wipe .aiwg/ directory and optionally restart with fresh intake | 100 | 68 | C | — | — | 9 h ago | |
| 335 | C | Contextual AIWG help — explains current version features, answers how-to questions, routes live queries to the steward | 100 | 68 | C | — | — | 9 h ago | |
| 336 | C | Apply a SOUL.md identity to content generation, incorporating worldview, opinions, and character | 100 | 68 | C | — | — | 9 h ago | |
| 337 | C | Display all available AIWG CLI commands, their arguments, and usage examples | 100 | 67 | C | — | — | 9 h ago | |
| 338 | C | Initialize AIWG configuration for an existing project by creating .aiwg/aiwg.config with provider and script entries | 100 | 68 | C | — | — | 9 h ago | |
| 339 | C | Ensure the session's AIWG installation is current and correctly deployed to the active provider | 100 | 68 | C | — | — | 9 h ago | |
| 340 | C | Run a development-focused health check on the AIWG repository structure | 100 | 68 | D | — | — | 9 h ago | |
| 341 | C | Auto-populate SDLC artifact metadata headers across all templates using team profile configuration | 100 | 68 | C | — | — | 9 h ago | |
| 342 | C | Manage AIWG behavior bundles that bind reactive directives and toolset configurations to specific agent types | 100 | 68 | D | — | — | 9 h ago | |
| 343 | C | Submit a bug report, feature request, or feedback to the AIWG GitHub repository — prefills system context automatically | 100 | 68 | C | — | — | 9 h ago | |
| 344 | C | Manage remotely installed AIWG packages sourced from Git repositories via list, info, and remove subcommands | 100 | 68 | C | — | — | 9 h ago | |
| 345 | C | Capture, list, show, or replay point-in-time workflow snapshots so execution state can be preserved and reproduced | 100 | 68 | C | — | — | 9 h ago | |
| 346 | C | Execute a UAT plan against live MCP connections, tracking pass/fail per test and filing issues on failure | 100 | 67 | B | — | — | 9 h ago | |
| 347 | C | Configure and run the isolated eval loop pattern — generate, evaluate, refine until pass threshold met | 100 | 67 | C | — | — | 9 h ago | |
| 348 | C | Browse the AIWG model catalog — list available AI models, fetch model details, and search by capability or name | 100 | 68 | C | — | — | 9 h ago | |
| 349 | C | Install AIWG-compatible packages from remote Git repositories into the current workspace | 100 | 68 | C | — | — | 9 h ago | |
| 350 | C | Promote or graduate a project-local bundle to its upstream AIWG location or to a private corpus path. | 100 | 67 | D | — | — | 9 h ago |