10x-goal-implement

Implements technical plans autonomously with per-phase quality gates and Conventional Commits.

Updated Jul 4, 2026
One-click install
npx skills add https://github.com/Assamir/ai-toolkit --skill 10x-goal-implement-assamir
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 10x-goal-implement
Source: https://github.com/Assamir/ai-toolkit/tree/main/.cursor/skills/10x-goal-implement
Command: npx skills add https://github.com/Assamir/ai-toolkit --skill 10x-goal-implement-assamir

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Executing a multi-phase implementation plan by hand requires constant human supervision, manual test runs, and ad-hoc commit decisions. This Skill runs an approved plan from context/changes/<change-id>/plan.md end-to-end without any human interaction, enforcing quality gates and producing an auditable commit trail. ## Core Features & Use Cases - Autonomous phase execution: Reads the plan's ## Progress section as the single source of truth, implements each phase, and flips Automated checkboxes as work completes. - Fixed quality-gate stack: Runs plan success criteria, a deliberate-break test check, and repo-wide lint/typecheck/test suites before every commit, with a two-attempt self-fix budget. - Conventional Commits ritual: Commits each green phase with a structured message, writes the short SHA back into Progress rows, and finishes with an epilogue commit and run report. - Use Case: Point it at a planned change in a headless session (e.g. your AI coding assistant -p with a /goal condition) and return later to find all phases implemented, committed, and a human checklist of pending Manual verification rows. ## Quick Start Run /goal with a completion condition followed by /10x-goal-implement <change-id> to autonomously implement every phase of that change's plan.

Frequently Asked Questions about 10x-goal-implement

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run an implementation plan autonomously with an AI coding assistant?

Set a /goal condition describing the done state, then invoke /10x-goal-implement <change-id>. For headless runs, pass both via your AI coding assistant -p with allowed tools and acceptEdits permission mode, and the skill executes every phase without interaction.

How does autonomous plan execution track progress and resume after failure?

The plan's ## Progress section is the single source of truth; completed steps are flipped to [x] with the commit SHA appended. After a STOP, re-invoking the skill finds the first pending Automated row and resumes from there with no extra state files.

What happens when a test or quality gate fails during autonomous implementation?

Each failing gate gets at most two self-fix attempts, and fixes may never weaken tests or lint rules. A third failure prints a structured STOP block describing the mismatch and resume command, then halts without committing.

Can the skill handle steps that require human verification?

Rows under #### Manual in the Progress section are never flipped or blocked on by the skill. They are surfaced verbatim in each phase summary and compiled into a closing human checklist in the run report.

What is a deliberate-break check in automated test verification?

For phases that add or change tests, the skill temporarily breaks the protected production code, confirms the test goes red, then restores the file via git checkout. A test that stays green on broken code is treated as a gate failure.