Breaking

Leonxlnx unlazy skill requires AI agents to prove completion with runnable gates

September 4, 2026 at 23:08 EDT

AI Agents
Software Dev & Coding
Open Source

The open-source unlazy skill from Leonxlnx now treats an AI agent's "done" report as incomplete until work is checked against an acceptance ledger of runnable gates. Current GitHub source targets unreleased 2.1.0, is not identified as a tagged GitHub release, and tells users to pin a commit when they need an immutable install. The MIT-licensed repository shows about 3.1k stars and 197 forks. Its core is a SKILL.md file plus Node 16+ checker scripts with no third-party runtime packages.

September 2026 · Leonxlnx

unlazy makes agent done a ledger

Write acceptance gates before work. A report counts only when approved CHECK commands exit 0, match EXPECT, and carry current evidence.

Stop-hook release valve

On Claude Code, unmet gates can block a stop. After six consecutive no-progress blocks, the hook releases so a session cannot wedge.

first block

then release

One stacked block versus six: the documented no-progress release.

Why premature done reports matter

unlazy cites SlopCodeBench: no tested agent fully solved a problem end to end; the best passed 14.8% of checkpoints.

14.8%

best checkpoints

full end-to-end

How completion is proven

Write GATES.md

→

Approve CHECK

→

Reverify

→

Report evidence

3.1k

GitHub stars

2.1.0

Untagged source target

16+

Node runtime

1 MiB

Output match cap

What users like

Done becomes evidence: a CHECK must exit 0 and match EXPECT before the ledger can close.

What still breaks

A well-formed ledger can omit a requested deliverable while every declared gate, reverify, and Stop surface stays green.

Security boundary

Approval is consent, not a sandbox.

CHECK lines run with ambient files, credentials, and network access.
Approvals do not hash called scripts or other transitive inputs.
Anyone who can edit a ledger can forge canonical-looking evidence.

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