explain-decision SKILL.md skillA

explain-decision from getaxonflow/axonflow-claude-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add getaxonflow/axonflow-claude-plugin/explain-decision@git:20260503.2bc8d81

Pins git:20260503.2bc8d81 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
getaxonflow/axonflow-claude-plugin
Path
skills/explain-decision/SKILL.md
Versions recorded
1
Latest version
git:20260503.2bc8d81, committed May 3, 2026
Size
1,178 bytes
Repository stars
4
License
MIT

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

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

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.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add getaxonflow/axonflow-claude-plugin/explain-decision@sha256:1f5080407a6b74cf

The line at the top of this page pins the label git:20260503.2bc8d81, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wiezhanw42qdth73.svg)](https://markdownregistry.com/a/art_wiezhanw42qdth73)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on May 3, 2026.

versioncommittedcommitsizeaudit
git:20260503.2bc8d81 latest2026-05-03 2bc8d81 1,178 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1178 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

getaxonflow/axonflow-claude-plugin · 4 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wiezhanw42qdth73
GET https://markdownregistry.com/api/v1/resolve?ref=getaxonflow/axonflow-claude-plugin/explain-decision
GET https://markdownregistry.com/api/v1/blob/1f5080407a6b74cf2abe23c5129a4710ec85879956b4109868699af8b1e8468f

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from getaxonflow/axonflow-claude-plugin

audit-search SKILL.md skill
getaxonflow/axonflow-claude-plugin · skills/audit-search/SKILL.md · Search the AxonFlow audit trail for recent tool executions, policy decisions, and PII detections — use to answer "what…
git:20260503.2bc8d81 · audit A · 4 stars
axonflow-status SKILL.md skill
getaxonflow/axonflow-claude-plugin · skills/axonflow-status/SKILL.md · Show AxonFlow plugin status — tenant_id (needed for Stripe Pro upgrade), tier (Free/Pro), Pro license expiry date…
git:20260507.a015d27 · audit A · 4 stars
create-override SKILL.md skill
getaxonflow/axonflow-claude-plugin · skills/create-override/SKILL.md · Create a governed session override for a policy that would otherwise deny — mandatory justification, server-clamped…
git:20260503.2bc8d81 · audit A · 4 stars
list-overrides SKILL.md skill
getaxonflow/axonflow-claude-plugin · skills/list-overrides/SKILL.md · List active session overrides scoped to the caller's tenant — useful for auditing dangling overrides or confirming an…
git:20260503.2bc8d81 · audit A · 4 stars
list-recent-decisions SKILL.md skill
getaxonflow/axonflow-claude-plugin · skills/list-recent-decisions/SKILL.md · Surface the user's recent AxonFlow governance decisions — answers "what just got blocked", "show me my recent denials"…
git:20260508.153bb69 · audit A · 4 stars
revoke-override SKILL.md skill
getaxonflow/axonflow-claude-plugin · skills/revoke-override/SKILL.md · Revoke a previously-created AxonFlow session override — emits an audit event and ensures subsequent policy evaluations…
git:20260503.2bc8d81 · audit A · 4 stars

Every file in getaxonflow/axonflow-claude-plugin

Browse by kind, by grade A, or by owner.