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Audit What Happened During a Session - AI Skills

How-to Guide

Author:

Fluent Commerce

Changed on:

31 Mar 2026

Key Points

[Warning: empty required content area]

Steps

Step arrow right iconGenerate Quick Summary

`What did we change this session?`

`/fluent-session` shows three tables:
Skill Invocations: | Skill | Gate | Outcome | Next |
  • fluent-rule-scaffold
    • PASS
    • completed
    • fluent-build
  • fluent-build
    • PASS
    • completed
    • fluent-pre-deploy-check
  • fluent-pre-deploy-check
    • READY
    • completed
    • fluent-module-deploy
  • fluent-module-deploy
    • PASS
    • completed
    • fluent-e2e-test
MCP Tool Calls: | Tool | Target | Write? | Outcome | Skill |
  •  entity_create
    • ORDER/E2E_HD_001
    • Yes
    • ok
    • fluent-e2e-test
  • event_send
    • ORDER/E2E_HD_001
    • Yes
    • ok
    • fluent-e2e-test
  • test_assert
    • ORDER/E2E_HD_001 status=BOOKED
    • No
    • ok
    • fluent-e2e-test
Changes: | Action | File/Entity | Details |
  • CREATE
    • src/.../ValidateReturnWindow.java
    • New rule class
  • MODIFY
    • resources/module.json
    • Registered ValidateReturnWindow
  • DEPLOY
    • fc-module-my-returns 1.4.0
    • Installed to MY_RETAILER 

Step arrow right iconMachine-Readable Export

`Export a JSON audit trail`

`/fluent-session export` writes a JSON file to `accounts/<PROFILE>/sessions/` with: - `skillInvocations[]` — full decision chain with gate results, handoff signals, cross-references - `toolCalls[]` — every MCP tool call with target, outcome, triggering skill - `changes[]` — every state mutation with rollback commands - `decisionTrail[]` — explicit branch decisions with rationale and confidence - `compliance` — scope traceability matrix, task completion status
The JSON is designed for CI/CD consumption — parse it as a deployment gate, feed it into Jira work logs, or attach to Confluence release pages.