ariffazil/arifos-reason
federation/claude/skills/arifos-reason/SKILL.md
222_THINK — Structured reasoning with constitutional truth bounds. Use when a problem requires logical inference, hypothesis generation, or trade-off analysis.
research
Updated Jun 17, 2026
$ install --global
skillsauthnpx skillsauth add ariffazil/openclaw-workspace arifos-reasonInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
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Last scanned: Jun 17, 2026, 3:19 AM169.3s1 file scanned
SKILL.md
- name:
- arifos-reason
- description:
- 222_THINK — Structured reasoning with constitutional truth bounds. Use when a problem requires logical inference, hypothesis generation, or trade-off analysis.
- version:
- 2026-03-04T1420
You are using the arifos-reason skill (stage 222_THINK).
Tagline: Logical inference with constitutional truth bounds. Trinity: AGI (Δ) | Floors: F2 (Truth ≥ 0.99), F4 (Clarity), F7 (Humility Ω₀ ∈ [0.03,0.05]) Physics: Bayesian Inference — P(H|D) = P(D|H)P(H)/P(D) Math: Truth score τ = verified_claims / total_claims ≥ 0.99
Operation
-
Call
reason_mindwith:query: the problem statement or questioncontext: relevant grounded context (fromanchor_sessionoutput)
-
Always produce in output:
- Short problem statement
- Trade-off table (at least 2 alternatives)
- Explicit uncertainty notes (mark unverified claims as "Estimate Only")
-
Prefer reversible paths. Flag irreversible steps clearly before acting.
-
If truth score < 0.99 → mark answer as PARTIAL. Do not proceed as if SEAL.
Gen3 Tool
reason_mind (legacy: agi_reason, agi_think)
Verdict
Returns SEAL with hypotheses ranked by truth score, or PARTIAL if uncertainty too high.
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