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Add Decision Drift Auditor AgentKit contribution - #376

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Add Decision Drift Auditor AgentKit contribution#376
subhamcrxz wants to merge 7 commits into
Lamatic:mainfrom
subhamcrxz:main

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Decision Drift Auditor

What

Adds a Decision Drift Auditor to AgentKit that analyzes an organization's decision history and identifies evidence of meaningful decision drift.

Why

Organizations can accumulate decisions over time that become inconsistent, contradictory, reversed, or materially different from earlier direction. Reviewing this manually can make it difficult to distinguish genuine decision drift from normal clarification or refinement.

How

The contribution provides a focused Lamatic AgentKit flow that:

  • accepts an organization's decision history as input,
  • compares earlier and later decisions,
  • identifies potential changes in direction, contradictions, reversals, inconsistencies, and recurring priority changes,
  • separates evidence from inference,
  • avoids inventing unsupported facts or explanations,
  • produces a structured audit with findings, evidence, and recommendations.

Documentation

The contribution includes the flow, model configuration, prompt instructions, agent documentation, and README documentation.

Scope

This PR is limited to the Decision Drift Auditor contribution.

PR Checklist

1. Select Contribution Type

  • [ x] Kit (kits/<category>/<kit-name>/)
  • Bundle (bundles/<bundle-name>/)
  • Template (templates/<template-name>/)

2. General Requirements

  • [ x] PR is for one project only (no unrelated changes)
  • [ x] No secrets, API keys, or real credentials are committed
  • [ x] Folder name uses kebab-case and matches the flow ID
  • [ x] All changes are documented in README.md (purpose, setup, usage)

3. File Structure (Check what applies)

  • config.json present with valid metadata (name, description, tags, steps, author, env keys)
  • All flows in flows/<flow-name>/ (where applicable) include:
    • config.json (Lamatic flow export)
    • inputs.json
    • meta.json
    • README.md
  • .env.example with placeholder values only (kits only)
  • No hand‑edited flow config.json node graphs (changes via Lamatic Studio export)

4. Validation

  • npm install && npm run dev works locally (kits: UI runs; bundles/templates: flows are valid)
  • [ x] PR title is clear (e.g., [kit] Add <name> for <use case>)
  • GitHub Actions workflows pass (all checks are green)
  • All CodeRabbit or other PR review comments are addressed and resolved
  • No unrelated files or projects are modified

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coderabbitai Bot commented Aug 27, 2026

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