Agent skill

Specify Incremental

by rsmdt in rsmdt/the-startup

Decompose a single-feature specification into a linear, phase-by-phase implementation plan.

MITAuto-check passedAgent Workflows

Install Specify Incremental

skills CLI
$ npx skills add rsmdt/the-startup --skill specify-incremental -a claude-code

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

GitHub CLI
$ gh skill install rsmdt/the-startup specify-incremental --agent claude-code

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

Manual copy
$ git clone --depth 1 https://github.com/rsmdt/the-startup.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/start/skills/specify-incremental .claude/skills/specify-incremental && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

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

Facts

Skill name
specify-incremental
GitHub stars
536
Token cost
~1.4k tokens
SKILL.md length
593 words
Files
17
Skills in repo
27
Repo updated
First seen
Licence
MIT

At a glance

Decompose a single-feature specification into a linear, phase-by-phase implementation plan.

  • Works in 5 steps: Initialize Plan → Discover Tasks → Define Phase → …
  • Tasks that involve Planning
  • SKILL.md covers Persona, Interface, Constraints and Reference Materials, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Specify Incremental is an agent skill from rsmdt/the-startup. Decompose a single-feature specification into a linear, phase-by-phase implementation plan. Use this for medium-complexity work — single feature, one or two components — where transparent human-in-the-loop phase review is preferred over factory automation.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 23 other files (for example `evals/evals.json`, `evals/fixtures/spec-single-feature/requirements.md` and `evals/fixtures/spec-single-feature/solution.md`).

It sits in Agent Workflows, covering Planning and Human-in-the-loop approvals. The repository describes itself as: The Agentic Startup - A collection of Claude Code commands, skills, and agents. The licence is MIT.

When your agent uses it

  • Tasks that involve Planning
  • Tasks that involve Human-in-the-loop approvals

Example prompts

  • “/specify-incremental”

Workflow steps

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

  1. Initialize Plan
  2. Discover Tasks
  3. Define Phase
  4. Validate Plan
  5. Present Status

What it can do on your machine

Read from SKILL.md and the folder at commit 88d447c. 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.

    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

Specify Incremental loads about 1.4k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 593 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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

The full file from rsmdt/the-startup at commit 88d447c, republished under its MIT licence (© rsmdt). 593 words, ~1,419 tokens.

Download SKILL.mdSave it as .claude/skills/specify-incremental/SKILL.md (or your agent's skills folder). This skill also uses 16 other files; get the full folder from GitHub.
name
specify-incremental
description
Decompose a single-feature specification into a linear, phase-by-phase implementation plan. Use this for medium-complexity work — single feature, one or two components — where transparent human-in-the-loop phase review is preferred over factory automation.
user-invocable
false
argument-hint
spec ID to decompose (e.g., 002)

Persona

Act as an implementation planning specialist that breaks a single-feature specification into executable phases following TDD principles. Plans enable a developer to work independently without requiring clarification.

Every plan answers four questions: WHAT produces value (deliverables, not activities), IN WHAT ORDER do tasks execute (dependencies and sequencing), HOW TO VALIDATE correctness (test-first approach), and WHERE is each task specified (links to requirements.md / solution.md sections).

Spec Target: $ARGUMENTS

Interface

Task { id: string // T1.1, T1.2, T2.1, ... description: string ref?: string // Solution/Section + line range activity?: string // domain-modeling, backend-api, frontend-ui, ... parallel?: boolean prime: string // what to read before starting test: string // what to test (red) implement: string // what to build (green) validate: string // how to verify (refactor) }

Phase { number: number title: string file: string // plan/phase-N.md status: pending | in_progress | completed tasks: Task[] }

State { specDirectory = "" requirements = "" // path to requirements.md solution = "" // path to solution.md planDirectory = "" // path to plan/ subdirectory phases: Phase[] }

Constraints

Always:

  • Every task produces a verifiable deliverable — not just an activity.
  • All requirements.md acceptance criteria map to specific tasks.
  • All solution.md components have corresponding implementation tasks.
  • Dependencies are explicit with no circular dependencies.
  • Every task follows TDD: Prime, Test, Implement, Validate.
  • Follow template structure exactly — preserve all sections as defined.
  • Wait for user confirmation before proceeding to next phase.
  • Write each phase to a separate plan/phase-N.md file.
  • Keep plan/README.md as the manifest with phase links and checklist.
  • All tasks trace back to requirements.md or solution.md.
  • Parallel tasks can actually run independently.
  • Leave the plan/README.md phases checklist in the exact format - [ ] [Phase N: Title](phase-N.md) — this format is parsed by the implement-incremental skill for phase discovery and status tracking.

Never:

  • Include time estimates — focus on what, not when.
  • Include resource assignments — focus on work, not who.
  • Include implementation code — the plan guides, implementation follows.
  • Track preparation steps as separate tasks (reading specs, running linting).
  • Track individual test cases as tasks — they're part of a larger deliverable.
  • Leave specification references missing from tasks.
  • Write all phases into a single monolithic file.

Reference Materials

  • Template — Plan manifest template (plan/README.md), write to .start/specs/[NNN]-[name]/plan/README.md
  • Phase Template — Per-phase template, write to .start/specs/[NNN]-[name]/plan/phase-N.md
  • Validation — Complete validation checklist, completion criteria
  • Task Structure — Task granularity principle, TDD phase pattern, metadata annotations
  • Output Format — Status report guidelines, next-step options
  • Output Example — Concrete example of expected output format
  • Examples — Reference phase examples
Show full SKILL.md (217 more words)Show less

Workflow

1. Initialize Plan

Read requirements.md and solution.md from specDirectory to understand requirements and design. Read template from template.md. Write template to specDirectory/plan/README.md. Identify implementation areas from solution.md components.

2. Discover Tasks

Launch parallel specialist agents to investigate:

  1. Task sequencing and dependencies.
  2. Testing strategies for each component.
  3. Risk assessment and mitigation.
  4. Parallel execution opportunities.
3. Define Phase

Read phase template from templates/phase.md. Define tasks per reference/task-structure.md pattern. Add specification references for each task. Write phase to specDirectory/plan/phase-N.md. Update plan/README.md phases checklist. Present task breakdown with dependencies and parallel opportunities.

4. Validate Plan

Run validation per validation.md checklist, focusing on:

Specification compliance:

  • Every requirements.md acceptance criterion maps to a task.
  • Every solution.md component has implementation tasks.
  • All task refs point to valid specification sections.

Multi-file structure:

  • plan/README.md exists with phases checklist.
  • All phase files listed in README.md exist.
  • Phase file frontmatter has correct status.

Deviation protocol (when implementation requires spec changes):

  • Document deviation with rationale.
  • Obtain approval before proceeding.
  • Update solution.md when deviation improves design.

Completeness:

  • Integration and E2E tests defined in final phase.
  • Project commands match actual project setup.
  • A developer could follow this plan independently.
5. Present Status

Read reference/output-format.md and format the status report accordingly. Ask the user to choose between Define next phase, Run validation, Address gaps, or Complete plan.

© rsmdt, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 16 other files in plugins/start/skills/specify-incremental of rsmdt/the-startup.

  • SKILL.md
  • evals/evals.json
  • evals/fixtures/spec-single-feature/requirements.md
  • evals/fixtures/spec-single-feature/solution.md
  • evals/fixtures/spec-validation-gaps/plan/README.md
  • evals/fixtures/spec-validation-gaps/plan/phase-1.md
  • evals/fixtures/spec-validation-gaps/plan/phase-2.md
  • evals/fixtures/spec-validation-gaps/requirements.md
  • evals/fixtures/spec-validation-gaps/solution.md
  • examples/output-example.md
  • examples/phase-examples.md
  • reference/output-format.md
  • reference/task-structure.md
  • template.md
  • … and 3 more

Open the folder on GitHubat commit 88d447c

Compare with similar skills

Specify Incremental 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.

Specify Incremental compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Specify Incremental this skillrsmdt/the-startup536—~1.4kAutomated safety check: PassMIT
Plannotator Planning Analysisbacknotprop/plannotator9.2k—~6.7kAutomated safety check: PassApache-2.0
Grill With UIjasonku09/grill-with-ui246—~7.9kAutomated safety check: PassMIT
Gstack Autoplan Review Pipelinegarrytan/gstack136k—~16kAutomated safety check: NotesMIT
Plan and Implement Workflowmp-web3/claude-starter-kit109—~913Automated safety check: NotesMIT
Plannotator Annotatebacknotprop/plannotator9.2k—~413Automated safety check: PassApache-2.0

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Categories

Questions about Specify Incremental

What does Specify Incremental do?

Decompose a single-feature specification into a linear, phase-by-phase implementation plan. Specify Incremental is an agent skill from rsmdt/the-startup. Decompose a single-feature specification into a linear, phase-by-phase implementation plan.

When should I use Specify Incremental?

Specify Incremental fits situations like: tasks that involve Planning; tasks that involve Human-in-the-loop approvals.

How do I install Specify Incremental in Claude Code?

Run `npx skills add rsmdt/the-startup --skill specify-incremental -a claude-code`. Or copy the skill folder (plugins/start/skills/specify-incremental in rsmdt/the-startup) into .claude/skills/specify-incremental in your project. Claude Code loads it when a task matches its description.

How do I install Specify Incremental in Codex?

Run `npx skills add rsmdt/the-startup --skill specify-incremental -a codex`. Or copy the skill folder (plugins/start/skills/specify-incremental in rsmdt/the-startup) into .agents/skills/specify-incremental in your project. Codex loads it when a task matches its description.

Can I use Specify Incremental 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 rsmdt/the-startup --skill specify-incremental -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/specify-incremental, .gemini/skills/specify-incremental, .github/skills/specify-incremental and .opencode/skills/specify-incremental in your project.

What does Specify Incremental need to run?

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

Does Specify Incremental 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 Specify Incremental 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 Specify Incremental use?

Specify Incremental is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Specify Incremental use?

About 1.4k tokens (SKILL.md is roughly 5.7k 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 Specify Incremental?

Skills that share tags, products or a category with Specify Incremental: Plannotator Planning Analysis (backnotprop/plannotator, 9.2k stars), Grill With UI (jasonku09/grill-with-ui, 246 stars), Gstack Autoplan Review Pipeline (garrytan/gstack, 136k stars) and Plan and Implement Workflow (mp-web3/claude-starter-kit, 109 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Specify Incremental?

rsmdt (a GitHub user) maintains it in rsmdt/the-startup, which has 536 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on August 3, 2026.

Source: rsmdt/the-startup on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.