๐Ÿงฉ
AutomationKotlin

Feature Implementation

by jpicklyk

Feature Implementation is an Automation skill for Claude Code, published by jpicklyk in task-orchestrator.

206 stars20 forkson jpicklyk/task-orchestratorAdded 2026/09/05Repository updated 2026/08/04
ai-coding-assistantai-developmentai-harnessai-memoryai-toolsclaudeclaude-codeclaude-desktopcontext-persistencedeveloper-toolsharness-engineeringharness-frameworkmcpmcp-servermodel-context-protocoltask-managementvibe-codingworkflow-automation
Install in seconds
Install Feature Implementation
Copy Feature Implementation into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/jpicklyk/task-orchestrator/tree/main/.claude/skills/feature-implementation ~/.claude/skills/feature-implementation

Requires Node.js. Downloads this skill only โ€” not the rest of the repository โ€” into your Claude Code skills folder.

Without Node.js

git clone https://github.com/jpicklyk/task-orchestrator.git

Clones the whole repository, then copy the skillโ€™s own directory into your skills folder yourself.

In this catalog

Source file
.claude/skills/feature-implementation/SKILL.md in jpicklyk/task-orchestrator
Installs to
~/.claude/skills/feature-implementation
Collection
One of 25 skills cataloged from this repository
Category
Automation โ€” 1956 skills

What Feature Implementation does

Feature Implementation guides a feature-implementation item from queue through work and review. It creates or resumes the feature container, fills required notes, dispatches child tasks, and advances the item to terminal state.

Feature Implementation is cataloged under Automation on DirSkills. Feature Implementation comes from a repository tagged ai-coding-assistant, ai-development, ai-harness, ai-memory and ai-tools.

Documentation

README

Feature Implementation Workflow

End-to-end workflow for a feature-implementation tagged item โ€” the feature container that holds the plan and holistic review. Child work items under this container use the feature-task tag with lighter gates (task-scope instead of the feature-level feature-summary, and no review phase by default โ€” task-level review is opt-in via the needs-task-review trait, which adds a review-checklist note to that child). A second child-level trait, needs-test-author, is opt-in the same way (applied per the /implement Step 1 trigger rule) and adds its own gate-enforced notes.

Covers all three phases (queue โ†’ work โ†’ review) with gate-enforced notes at each transition.

Usage: /feature-implementation [item-uuid]

This is the opening of the README. Read the full README on GitHub.

Commands Feature Implementation provides

Slash commands named in this skillโ€™s SKILL.md, listed in the order they first appear.

  • /implement
  • /feature-implementation
  • /session-retrospective
  • /simplify
  • /mcp

Frequently asked about Feature Implementation

  • What else does jpicklyk publish alongside Feature Implementation?

    Feature Implementation is one of 25 skills that DirSkills catalogs from jpicklyk/task-orchestrator, the repository it ships in. Its siblings there include API Compatibility Review, Adopt Project Scope and Batch Complete. Each one is a separate skill with its own page in this directory, installs the same way Feature Implementation does, and is maintained by jpicklyk in that same repository. The rest of the collection is listed on the jpicklyk/task-orchestrator page.

  • How does Feature Implementation compare to other Automation skills?

    Feature Implementation ranks #1727 by stars among the 1956 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Feature Implementation against them. Open each page to compare what they document and how they install.

More from jpicklyk/task-orchestrator

Feature Implementation is one of 25 skills cataloged on DirSkills from jpicklyk/task-orchestrator.

See all 25 skills โ†’
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API Compatibility Review

API Compatibility Review assesses changes to MCP tools and REST endpoints separately for compatibility notes. Use it when a change may affect parameter schemas, response shapes, or documentation updates.
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Adopt Project Scope

Adopt Project Scope migrates an existing unscoped Task Orchestrator database to project scoping in place. It creates or attaches a project root, re-parents existing work trees, and writes the root UUID to config.yaml when setting up a workspace for multiple projects.
Automation
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Batch Complete

Batch Complete closes out or cancels multiple items in a task tree. Use it to finish a feature subtree, clean up old work, or archive completed workstreams.
Automation
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๐Ÿ› ๏ธ
46m ago

Configure Server

Configure Server decides how the MCP Task Orchestrator container runs and is reached, including HTTP vs STDIO, REST API mode, port publishing, config mounts, and config-sync. Use it when reconfiguring the server, exposing the API, or switching endpoints.
DevOps
20620
๐Ÿ—‚๏ธ
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Create Item

Create Item turns conversation context into a tracked MCP work item. It anchors bugs, features, tech debt, and observations in the right container, infers priority, and can create single items or work trees.
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20620
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Dependency Manager

Dependency Manager visualizes, creates, and deletes BLOCKS-style dependencies between MCP work items. Use it to see what blocks an item, link items, remove edges, or diagnose why work cannot start.
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