aif-grounded

# Grounded - Reliability Gate (No Guessing) This skill minimizes random / fabricated answers by enforcing a strict rule: **Only provide the final answer if confidence is 100/100 based on evidence available.** If confidence is not 100, **do not guess** and **do not implement**. Output a short “what’s missing” checklist that explains what would be required to reach 100. ## When to use Use when: - The user requests maximum reliability (“only if you’re sure”, “no assumptions”). - The request includes changeable facts (versions, “latest”, policies, prices, schedules). - The request is security/finance/legal/medical adjacent (high stakes). - You’re resuming after context loss and need to avoid accidental assumptions. ## Workflow ### Step 0: Load Skill Context **Read `.ai-factory/skill-context/aif-grounded/SKILL.md`** — MANDATORY if the file exists. This file contains project-specific rules accumulated by `/aif-evolve` from patches, codebase conventions, and tech-stack analysis. These rules are tailored to the current project. **How to apply skill-context rules:** - Treat them as **project-level overrides** for this skill's general instructions - When a skill-context rule conflicts with a general rule written in this SKILL.md, **the skill-context rule wins** (more specific context takes priority — same principle as nested CLAUDE.md files) - When there is no conflict, apply both: general rules from SKILL.md + project rules from skill-context - Do NOT ignore skill-context ...