explain-decision

SkillDev tools

Fetch the full reasoning behind an AxonFlow policy decision, matched policies, risk level, override availability, recent hit count

Use explain-decision in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add explain-decision and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the explain-decision skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

explain-decisionStart free

What this skill tells your AI

The instructions your AI receives, as published by hashgraph-online/awesome-codex-plugins in plugins/getaxonflow/axonflow-codex-plugin/skills/explain-decision/SKILL.md and read by Ahel’s review.

Use this skill when a user asks "why was that blocked?", "what policy fired?", or wants the context behind an allow/deny before retrying or requesting an override.

Call the explain_decision MCP tool with the decision_id returned in the original policy-check response (e.g. decision_id on a check_policy response or in the deny block reason).

The response includes:

  • policy_matches[] — every matched policy with policy_id, policy_name, risk_level, and allow_override
  • decision — "allow" or "deny"
  • reason — human-readable summary
  • risk_level — critical, high, medium, low
  • override_available — whether the caller can request a session override
  • historical_hit_count_session — how often this exact decision_id pattern has fired in the rolling 24h window

Present the result as a short summary: which policy fired, the risk level, whether an override is available, and (if so) suggest the user invoke create-override with a justification.

Signals

GitHub stars
1k
Forks
316
Last commit
Oct 2026
Advanced
Item type
skill
Key
explain-decision
Source
github.com/hashgraph-online/awesome-codex-plugins