quality-gate

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Production quality gate for agent sessions. Activates on session stop to evaluate work quality using 4-dimension weighted scoring (completeness, honesty, deferral ratio, work evidence). Catches rationalization patterns, verifies test claims, and generates handoff artifacts for session continuity. Use sprint contracts to define done-criteria before building.

0xNyk By 0xNyk schedule Updated 4/9/2026

name: quality-gate description: "Production quality gate for agent sessions. Activates on session stop to evaluate work quality using 4-dimension weighted scoring (completeness, honesty, deferral ratio, work evidence). Catches rationalization patterns, verifies test claims, and generates handoff artifacts for session continuity. Use sprint contracts to define done-criteria before building."

Quality Gate

This plugin evaluates your work at session end using criteria-based scoring:

  • Completeness (35%): Did you finish what you committed to?
  • Honesty (30%): Are claims about tests/status verified?
  • Deferral ratio (20%): How much was pushed to "later"?
  • Work evidence (15%): Files changed relative to scope claimed

Sprint Contracts

Before implementing, state your sprint contract:

  • What files will be modified
  • What tests will pass
  • What the acceptance criteria are

The quality gate evaluates against these criteria at session end.

Handoff Artifacts

On every non-trivial stop, a handoff artifact is generated with:

  • Task summary, files modified, test status
  • Git branch and diff summary
  • Next steps for the following session

The next session automatically receives the handoff.

Configuration

Env Var Default Purpose
LACP_QUALITY_GATE_THRESHOLD 2.5 Minimum weighted score (1-5)
LACP_QUALITY_GATE_MODEL llama3.1:8b Ollama model for scoring
LACP_BLIND_SPOT_ENABLED 0 Enable blind spot reflection
Install via CLI
npx skills add https://github.com/0xNyk/lacp --skill quality-gate
Repository Details
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