aif-grounded
AIF-suite reliability gate that forces evidence-based answers, explicit uncertainty, and "insufficient information" instead of guesses, with a strict output format and confidence gate; clone-only in the getff framework repo.
aif-grounded
Status: shipped-beta (AIF suite) · Ships to: clone — not in any getff consumer tier arm · Fires at: explicit invocation only — disable-model-invocation: true (.claude/skills/aif-grounded/SKILL.md:6)
What it is
An answer-reliability gate. Its description: "Reliability gate for answers. Forces evidence-based reasoning, explicit uncertainty, and “insufficient information” instead of guesses. Use when user says “be 100% sure”, “no hallucinations”, “only if verified”, “grounded answer”, or when stakes are high." (.claude/skills/aif-grounded/SKILL.md:3). It is small by suite standards — 117 lines total.
How it works
A five-step workflow: "### Step 1: Classify the request" (.claude/skills/aif-grounded/SKILL.md:49), "### Step 2: Define evidence and unknowns" (.claude/skills/aif-grounded/SKILL.md:56), "### Step 3: Mandatory verification for changeable facts" (.claude/skills/aif-grounded/SKILL.md:65), "### Step 4: Confidence gate" (.claude/skills/aif-grounded/SKILL.md:71), and "### Step 5: Output format (strict)" (.claude/skills/aif-grounded/SKILL.md:77), closed by an implementation guardrail (.claude/skills/aif-grounded/SKILL.md:112).
Satellites & companions
- USES: skill-context loading at Step 0 (
.claude/skills/aif-grounded/SKILL.md:27). - ADAPTS: —
- ADDS: the strict output-format + confidence-gate contract for high-stakes answers.
Anchors
.claude/skills/aif-grounded/SKILL.md:2—name: aif-grounded.claude/skills/aif-grounded/SKILL.md:3—description: Reliability gate for answers. Forces evidence-based reasoning, explicit uncertainty, and “insufficient information” instead of guesses. Use when user says “be 100% sure”, “no hallucinations”, “only if verified”, “grounded answer”, or when stakes are high..claude/skills/aif-grounded/SKILL.md:6—disable-model-invocation: true.claude/skills/aif-grounded/SKILL.md:71—### Step 4: Confidence gate.claude/skills/aif-grounded/SKILL.md:77—### Step 5: Output format (strict).gitignore:121—/.claude/skills/aif-*/
All anchors at framework pin b069c59328aa8e08671d3a19fd25efa618dfc1c5 (2026-09-11); the SKILL.md itself is an on-disk gitignored file in the clone, not a git object at that pin.
aif-fix
AIF-suite bug-fix skill with immediate and plan-first modes, FIX_PLAN.md execution without arguments, and suggested test coverage + logging; clone-only in the getff framework repo.
aif-implement
AIF-suite skill that executes implementation tasks from the current plan sequentially, tracking completion in plan checkboxes and the task list for cross-session continuation; clone-only in the getff framework repo.