{"slug":"bambushu-crucible","name":"Crucible","description":"A Claude Code slash-command skill that performs adversarial codebase review using a panel of frontier models to find bugs and issues.","long_description":"<div align=\"center\">\n\n<img src=\"assets/hero.png\" alt=\"Crucible\" width=\"520\" />\n\n# Crucible\n\n**Codebase-level adversarial review by a panel of frontier models.**\n\nA Claude Code skill that walks your code piece-by-piece and puts every file under simultaneous pressure from a panel of structurally different models, then aggregates the findings into a single severity-ranked report that Claude itself verifies before you see it.\n\n[Install](#install) · [How it works](#how-it-works) · [Cost](#cost) · [Modes](#modes) · [Sample report](#sample-report)\n\n</div>\n\n---\n\n## What it is\n\n`/crucible` is a [Claude Code](https://claude.com/claude-code) slash-command skill. You drop the folder into `~/.claude/skills/`, set one env var, and from inside any project you can run:\n\n```\n/crucible                              # review the current branch's diff\n/crucible --all                        # review the whole repo\n/crucible --paths \"src/api/**/*.ts\"    # review a glob\n/crucible --diff main...HEAD           # review a specific range\n/crucible --verify                     # also EXECUTE a repro for runtime-flagged findings\n```\n\nBehind the scenes, Claude:\n\n1. Resolves the file list and prints a pre-flight (files, models, est. cost).\n2. Loads a panel of four current SOTA paid models from OpenRouter, each from a different vendor family (e.g. DeepSeek, Google, Moonshot, MiniMax).\n3. Reviews every in-scope file through the panel: pass 1 finds, pass 2 validates, pass 3 consolidates with severity ranks.\n4. Runs one cross-file architectural meta-pass to catch repeated anti-patterns, missing layers, and coupling smells.\n5. **(opt-in `--verify`) Executes a repro for the runtime bugs.** Some bugs only exist when the code runs — a retry the surrounding rate-limit always rejects, a `2>/dev/null` that hides a device error. For each finding the panel tags *runtime-checkable*, a model writes a minimal repro harness, Crucible runs it in a **locked sandbox**, and findings that actually reproduce are promote","tagline":"Codebase-level adversarial review by a panel of frontier models. A Claude Code skill that runs every file through DeepSeek + Gemini + Kimi + MiniMax in sequence, then has Claude verify the findings against the actual source.","category":"coding-agents","tags":["code-review","adversarial","claude-code","python","utility"],"author":"Bambushu","verified":false,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"Bambushu/crucible","creatorName":"Bambushu","creatorUrl":"https://github.com/Bambushu","sourceUrl":"https://github.com/Bambushu/crucible","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/bambushu-crucible#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":48,"forks":6,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":43.58},"quality":{"score":69,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"48","tone":"neutral"},{"label":"Freshness","value":"2mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal"]},"trust":{"version":"trust-score-v5","score":64,"base_score":72,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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