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.