Create a complete feature artifact scaffold — PRD slice, technical spec, and task breakdown.

No licenceAuto-check passedProduct & Project Management

Install New Feature

skills CLI
$ npx skills add PolymathWizard/BHIL-AI-First-Development-Toolkit --skill new-feature -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install PolymathWizard/BHIL-AI-First-Development-Toolkit new-feature --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
new-feature
GitHub stars
132
Token cost
~1.1k tokens
SKILL.md length
462 words
Files
34
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

Create a complete feature artifact scaffold — PRD slice, technical spec, and task breakdown.

  • Works in 7 steps: Gather requirements (ask these questions… → Determine the next available ID → Create the PRD slice → …
  • Starting work on any new feature
  • SKILL.md covers Purpose and Execution steps
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

New Feature is an agent skill from PolymathWizard/BHIL-AI-First-Development-Toolkit. Create a complete feature artifact scaffold — PRD slice, technical spec, and task breakdown. Use when starting work on any new feature, user story, or capability. Triggers on phrases like 'new feature', 'create a PRD for', 'start work on', 'scaffold a feature'.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 33 other files (for example `00-getting-started.md`, `01-methodology-overview.md` and `03-sprint-workflow.md`).

It sits in Product & Project Management, covering PRD writing, Task breakdown and User stories. The repository describes itself as: A production-grade methodology repository for building AI-native applications using iterative sprints, where AI coding agents are primary implementors and humans are architects…

When your agent uses it

  • Starting work on any new feature
  • Phrases like new feature
  • Create a PRD for
  • Scaffold a feature

Example prompts

  • “new feature”
  • “create a PRD for”
  • “start work on”
  • “/new-feature”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Gather requirements (ask these questions before creating any files)
  2. Determine the next available ID
  3. Create the PRD slice
  4. Create the technical specification
  5. Identify required ADRs
  6. Create the task breakdown
  7. Summary report

What it can do on your machine

Read from SKILL.md and the folder at commit 161f8e5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

New Feature loads about 1.1k tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 462 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 462 words (~1,146 tokens).

“Guide the practitioner through creating a complete, linked artifact chain for a new feature: PRD slice → Technical Specification → ADR identification → Task breakdown.”

— opening of SKILL.md by PolymathWizard
name
new-feature

Read the full SKILL.md on GitHub

Files

SKILL.md and 33 other files in the repository root of PolymathWizard/BHIL-AI-First-Development-Toolkit.

  • SKILL.md
  • 00-getting-started.md
  • 01-methodology-overview.md
  • 03-sprint-workflow.md
  • 04-context-management.md
  • 05-ai-native-patterns.md
  • 07-ruflo-ruvector-setup.md
  • ADR-001-model-selection.md
  • ADR-AGENT-ORCHESTRATION.md
  • ADR-MODEL-SELECTION.md
  • ADR-PROMPT-STRATEGY.md
  • AGENTS.md
  • CLAUDE.md
  • EVAL-SUITE-TEMPLATE.yaml
  • GUARDRAILS-SPEC-TEMPLATE.md
  • PRD-001-rag-chat.md
  • PRD-TEMPLATE.md
  • PROMPT-REGISTRY.md
  • PULL_REQUEST_TEMPLATE.md
  • README.md
  • SPEC-TEMPLATE.md
  • … and 13 more

Open the folder on GitHubat commit 161f8e5

Compare with similar skills

New Feature next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

New Feature compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
New Feature this skillPolymathWizard/BHIL-AI-First-Development-Toolkit132—~1.1kAutomated safety check: PassNone
Project Planneradrianpuiu/claude-skills-marketplace1001 repos~6kAutomated safety check: PassNone
Spec Workflowhashgraph-online/awesome-codex-plugins1.2k—~2.1kAutomated safety check: PassApache-2.0
CCPM Project Managementautomazeio/ccpm8.4k—~1.1kAutomated safety check: PassMIT
Ralph Tui Create Beadssubsy/ralph-tui2.5k1 repos~2.6kAutomated safety check: PassMIT
Ralph Tui Create Beads Rustsubsy/ralph-tui2.5k1 repos~2.8kAutomated safety check: PassMIT

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Questions about New Feature

What does New Feature do?

Create a complete feature artifact scaffold — PRD slice, technical spec, and task breakdown. New Feature is an agent skill from PolymathWizard/BHIL-AI-First-Development-Toolkit. Create a complete feature artifact scaffold — PRD slice, technical spec, and task breakdown.

When should I use New Feature?

New Feature fits situations like: starting work on any new feature; phrases like new feature; create a PRD for; scaffold a feature.

How do I install New Feature in Claude Code?

Run `npx skills add PolymathWizard/BHIL-AI-First-Development-Toolkit --skill new-feature -a claude-code`. Or copy the skill folder (the PolymathWizard/BHIL-AI-First-Development-Toolkit repository) into .claude/skills/new-feature in your project. Claude Code loads it when a task matches its description.

How do I install New Feature in Codex?

Run `npx skills add PolymathWizard/BHIL-AI-First-Development-Toolkit --skill new-feature -a codex`. Or copy the skill folder (the PolymathWizard/BHIL-AI-First-Development-Toolkit repository) into .agents/skills/new-feature in your project. Codex loads it when a task matches its description.

Can I use New Feature in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add PolymathWizard/BHIL-AI-First-Development-Toolkit --skill new-feature -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/new-feature, .gemini/skills/new-feature, .github/skills/new-feature and .opencode/skills/new-feature in your project.

What does New Feature need to run?

SKILL.md names no scripts, command-line tools or credentials: New Feature is instructions for the agent only.

Does New Feature access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is New Feature safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does New Feature use?

No licence was found for New Feature or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does New Feature use?

About 1.1k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to New Feature?

Skills that share tags, products or a category with New Feature: Project Planner (adrianpuiu/claude-skills-marketplace, 100 stars), Spec Workflow (hashgraph-online/awesome-codex-plugins, 1.2k stars), CCPM Project Management (automazeio/ccpm, 8.4k stars) and Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains New Feature?

PolymathWizard (a GitHub user) maintains it in PolymathWizard/BHIL-AI-First-Development-Toolkit, which has 132 GitHub stars. The repository was last updated on March 28, 2026.

Source: PolymathWizard/BHIL-AI-First-Development-Toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.