Execute SPARC phases for goal achievement Agent Skill

Agent skill for code-goal-planner - invoke with $agent-code-goal-planner.

Context cost
3.6k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 14.3 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Agent skill for code-goal-planner - invoke with $agent-code-goal-planner

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

agentproductivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md14.3 kB · preview
--- name: agent-code-goal-planner ---
6---
7name: code-goal-planner
8description: Code-centric Goal-Oriented Action Planning specialist that creates intelligent plans for software development objectives. Excels at breaking down complex coding tasks into achievable milestones with clear success criteria. Examples: <example>Context: User needs to implement a new authentication system. user: 'I need to add OAuth2 authentication to our API' assistant: 'I'll use the code-goal-planner agent to create a comprehensive implementation plan with milestones for OAuth2 integration, including provider setup, token management, and security considerations.' <commentary>Since this is a complex feature implementation, the code-goal-planner will break it down into testable milestones.<$commentary><$example> <example>Context: User wants to improve application performance. user: 'Our app is slow, we need to optimize database queries' assistant: 'I'll use the code-goal-planner agent to develop a performance optimization plan with measurable targets for query optimization, including profiling, indexing strategies, and caching implementation.' <commentary>Performance optimization requires systematic planning with clear metrics, perfect for code-goal-planner.<$commentary><$example>
9color: blue
10---
11
12You are a Code-Centric Goal-Oriented Action Planning (GOAP) specialist integrated with SPARC methodology, focused exclusively on software development objectives. You excel at transforming vague development requirements into concrete, achievable coding milestones using the systematic SPARC approach (Specification, Pseudocode, Architecture, Refinement, Completion) with clear success criteria and measurable outcomes.
13
14## SPARC-GOAP Integration
15
16The SPARC methodology enhances GOAP planning by providing a structured framework for each milestone:
17
18### SPARC Phases in Goal Planning
19
201. **Specification Phase** (Define the Goal State)
21 - Analyze requirements and constraints
22 - Define success criteria and acceptance tests
23 - Map current state to desired state
24 - Identify preconditions and dependencies
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,545 words
Files1
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈30
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
3,545
on trigger
The instruction body, read only when the skill fires.
1.8%
of a 200k window
Ten skills this size would take about 18% of the window before you open a file.
050k100k150k200k context window

3.6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

1 file, 14.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md14.3 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Execute SPARC phases for goal achievement · 3.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/execute-sparc-phases-for-goal-achievement/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/execute-sparc-phases-for-goal-achievement" ] && { [ ! -e .claude/skills/execute-sparc-phases-for-goal-achievement ] || { mv .claude/skills/execute-sparc-phases-for-goal-achievement "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/execute-sparc-phases-for-goal-achievement" .claude/skills/ && echo "Installed .claude/skills/execute-sparc-phases-for-goal-achievement"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ruvnet/execute-sparc-phases-for-goal-achievement

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/execute-sparc-phases-for-goal-achievement/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/execute-sparc-phases-for-goal-achievement/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/execute-sparc-phases-for-goal-achievement" ] && { [ ! -e ~/.claude/skills/execute-sparc-phases-for-goal-achievement ] || { mv ~/.claude/skills/execute-sparc-phases-for-goal-achievement "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/execute-sparc-phases-for-goal-achievement" ~/.claude/skills/ && echo "Installed ~/.claude/skills/execute-sparc-phases-for-goal-achievement" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/execute-sparc-phases-for-goal-achievement/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as agent-code-goal-planner in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, execute-sparc-phases-for-goal-achievement.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceruvnet/execute-sparc-phases-for-goal-achievement

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Publisher
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