hallucination-prevention skills

131 tagged hallucination-prevention, measured the same way as everything else here.

Browse within: ai-harness 129non-developer 129

autoplan

01

Global-mindee/WAY

Skill Claude CodeCodex

Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. Surfaces taste decisions (close approaches, borderline scope, codex disagreements) at a final approval gate. One command, fully reviewed plan out. Use when…

not rated 11 1mo ago A 152 tokens original MIT

design-review

02

Global-mindee/WAY

Skill Claude CodeCodex

Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. Iteratively fixes issues in source code, committing each fix atomically and re-verifying with before/after screenshots. For plan-mode design review (before implementation), use…

not rated 11 1mo ago A 125 tokens original MIT

plan-ceo-review

03

Global-mindee/WAY

Skill Claude CodeCodex

CEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises, expand scope when it creates a better product. Four modes: SCOPE EXPANSION (dream big), SELECTIVE EXPANSION (hold scope + cherry-pick expansions), HOLD SCOPE (maximum rigor), SCOPE REDUCTION (strip to essentials). Use when…

not rated 11 1mo ago A 143 tokens original MIT

knowledge-kernel

04

sowerkoku/knowledge-kernel

Skill Claude CodeCodex

Knowledge Kernel — a deterministic, evidence-backed source of truth for AI agents. Stores verified facts, evidence, relationships, and freshness. Use this when an agent needs to know infrastructure, software, endpoints, dependencies, agents, or projects — anything grounded in empirical reality.

not rated 5 20d ago A 57 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: