Agent skill

Refine Approach

by VeryGoodOpenSource in VeryGoodOpenSource/vgv-wingspan

Reviews and refines brainstorm or planning documents before implementation.

MITAuto-check passedAgent Workflows

Install Refine Approach

skills CLI
$ npx skills add VeryGoodOpenSource/vgv-wingspan --skill refine-approach -a claude-code

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

GitHub CLI
$ gh skill install VeryGoodOpenSource/vgv-wingspan refine-approach --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/VeryGoodOpenSource/vgv-wingspan.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/refine-approach .claude/skills/refine-approach && 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
refine-approach
GitHub stars
109
Token cost
~1.2k tokens
SKILL.md length
590 words
Files
2 (incl. references)
Skills in repo
11
Repo updated
First seen
Licence
MIT

At a glance

Reviews and refines brainstorm or planning documents before implementation.

  • Works in 6 steps: Get the document that needs review → Assess → Evaluate and score → …
  • Tasks that involve Brainstorming
  • SKILL.md covers Step 1. Get the document that…, Step 2. Assess, Step 3. Evaluate and score and Step 4. Critical improvements, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Refine Approach is an agent skill from VeryGoodOpenSource/vgv-wingspan. Reviews and refines brainstorm or planning documents before implementation. Identifies gaps, clarifies assumptions, and ensures the approach is sound.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/clear-context-handoff.md`). Compatibility notes: Designed for Claude Code (or similar products with agent support)

It sits in Agent Workflows, covering Brainstorming. The repository describes itself as: AI-assisted workflows that follow Very Good Ventures best practices. It pairs perfectly with our Very Good AI Flutter Plugin. The licence is MIT.

When your agent uses it

  • Tasks that involve Brainstorming

Example prompts

  • “Use the refine-approach skill to review and refines brainstorm or planning documents before implementation”
  • “/refine-approach”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code (or similar products with agent support)

Workflow steps

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

  1. Get the document that needs review
  2. Assess
  3. Evaluate and score
  4. Critical improvements
  5. Update the document
  6. Next steps

What it can do on your machine

Read from SKILL.md and the folder at commit 19e0695. 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.

  • Compatibility

    Designed for Claude Code (or similar products with agent support)

    From compatibility in the SKILL.md frontmatter.

Context cost

Refine Approach loads about 1.2k tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 590 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.2k

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 VeryGoodOpenSource/vgv-wingspan at commit 19e0695, republished under its MIT licence (© VeryGoodOpenSource). 590 words, ~1,171 tokens.

Download SKILL.mdSave it as .claude/skills/refine-approach/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
refine-approach
description
Reviews and refines brainstorm or planning documents before implementation. Identifies gaps, clarifies assumptions, and ensures the approach is sound.
compatibility
Designed for Claude Code (or similar products with agent support)
user-invocable
true
when_to_use
Use when user says "refine this", "review my approach", or "is this ready".
argument-hint
path to document to refine

Refine Approach

Improve brainstorm and/or planning documents through structured review.

Step 1. Get the document that needs review

Document path: $ARGUMENTS

If $ARGUMENTS is non-empty, treat it as the document path and proceed to Step 2. Assess.

If $ARGUMENTS is empty, ask the user which document to review. Check docs/brainstorm/ and docs/plan/ for recent documents to suggest.

Step 2. Assess

Read the document, then ask and clarify:

  • What is not clear?
  • What is not necessary?
  • What decision is being avoided?
  • What assumptions are not stated or developed?
  • What risks are not addressed?
  • What part of the scope has been under-estimated?

Do not fix yet anything. Simply take notes about what you find to inform what you do in Step 3. Evaluate and score.

Step 3. Evaluate and score

Apply the following criteria to evaluate the document:

CriteriaWhat to evaluate
ClarityProblem statement is clear, no vague language ("probably," "consider," "try to")
CompletenessRequired sections present, constraints stated, open questions flagged
SpecificityConcrete enough for next step (brainstorm → can plan, plan → can implement)
YAGNINo hypothetical features, simplest approach chosen
ScopeScope is well defined and constrained, not overly ambitious

If invoked during a brainstorm phase (after /brainstorm), validate that the document reflects with fidelity the user intent.

Step 4. Critical improvements

Among everything found in Steps 2-3, does one issue stand out? If something would significantly improve the document's quality, this is the must address item. Highlight it prominently.

Step 5. Update the document

Present your findings, then:

  1. Auto-fix minor issues (vague language, formatting) without asking
  2. Ask approval before substantive changes (restructuring, removing sections, changing meaning)
  3. Update the document inline—no separate files, no metadata sections
Simplification Guidance

Simplification is purposeful removal of unnecessary complexity, not shortening for its own sake.

Simplify when:

  • Content serves hypothetical future needs, not current ones
  • Sections repeat information already covered elsewhere
  • Detail exceeds what's needed to take the next step
  • Abstractions or structure add overhead without clarity

Don't simplify:

  • Constraints or edge cases that affect implementation
  • Rationale that explains why alternatives were rejected
  • Open questions that need resolution
Show full SKILL.md (243 more words)Show less

Step 6: Next steps

After changes are complete, ask:

  1. Refine again — another review pass
  2. Review complete — document is ready

When invoked directly by the user (not as part of another skill), also determine the document type and offer clear context handoff as the first option:

If the document is a brainstorm (from docs/brainstorm/):

  1. Clear context and plan (Recommended): clear context for a fresh start, then plan
  2. Refine again — another review pass
  3. Done for now — document is ready

If the document is a plan (from docs/plan/):

  1. Clear context and build (Recommended): clear context for a fresh start, then build
  2. Refine again — another review pass
  3. Done for now — document is ready

If the user selects "Clear context and plan" → Follow the clear context handoff for /plan with the actual brainstorm doc path. Then stop.

If the user selects "Clear context and build" → Follow the clear context handoff for /build with the actual plan file path. Then stop.

When invoked by another skill (e.g., from /brainstorm or /plan), only offer "Refine again" and "Review complete", then return control to the caller.

Iteration guidance

After 2 refinement passes, recommend completion—diminishing returns are likely. But if the user wants to continue, allow it.

What NOT to Do

  • Do not rewrite the entire document
  • Do not add new sections or requirements the user didn't discuss
  • Do not over-engineer or add complexity
  • Do not create separate review files or add metadata sections

© VeryGoodOpenSource, 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 1 other file (references) in skills/refine-approach of VeryGoodOpenSource/vgv-wingspan.

  • SKILL.md
  • references/clear-context-handoff.md

Open the folder on GitHubat commit 19e0695

Compare with similar skills

Refine Approach 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.

Refine Approach compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Refine Approach this skillVeryGoodOpenSource/vgv-wingspan109—~1.2kAutomated safety check: PassMIT
Brainstormingxpinjection/test-driven-spring-boot11254 repos~2.6kAutomated safety check: PassMIT
LLM Councilgcpdev/llm-council-skill4611 repos~1kAutomated safety check: NotesMIT
Typesafe AIOpenAgentsInc/openagents4559 repos~2.5kAutomated safety check: PassMIT
Yao Meta Skillyaojingang/yao-meta-skill2.7k—~768Automated safety check: PassMIT
Trellis StartROYIANS/foliq-print-template-designer1356 repos~646Automated safety check: PassMIT

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Categories

Questions about Refine Approach

What does Refine Approach do?

Reviews and refines brainstorm or planning documents before implementation. Refine Approach is an agent skill from VeryGoodOpenSource/vgv-wingspan. Reviews and refines brainstorm or planning documents before implementation.

When should I use Refine Approach?

Refine Approach fits situations like: tasks that involve Brainstorming.

How do I install Refine Approach in Claude Code?

Run `npx skills add VeryGoodOpenSource/vgv-wingspan --skill refine-approach -a claude-code`. Or copy the skill folder (skills/refine-approach in VeryGoodOpenSource/vgv-wingspan) into .claude/skills/refine-approach in your project. Claude Code loads it when a task matches its description.

How do I install Refine Approach in Codex?

Run `npx skills add VeryGoodOpenSource/vgv-wingspan --skill refine-approach -a codex`. Or copy the skill folder (skills/refine-approach in VeryGoodOpenSource/vgv-wingspan) into .agents/skills/refine-approach in your project. Codex loads it when a task matches its description.

Can I use Refine Approach 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 VeryGoodOpenSource/vgv-wingspan --skill refine-approach -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/refine-approach, .gemini/skills/refine-approach, .github/skills/refine-approach and .opencode/skills/refine-approach in your project.

What does Refine Approach need to run?

SKILL.md names no scripts, command-line tools or credentials: Refine Approach is instructions for the agent only. Compatibility (from SKILL.md): Designed for Claude Code (or similar products with agent support).

Does Refine Approach 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 Refine Approach 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 Refine Approach use?

Refine Approach 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 Refine Approach use?

About 1.2k tokens (SKILL.md is roughly 4.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12 tokens, read only when the agent opens those files.

What are the alternatives to Refine Approach?

Skills that share tags, products or a category with Refine Approach: Brainstorming (xpinjection/test-driven-spring-boot, 112 stars), LLM Council (gcpdev/llm-council-skill, 461 stars), Typesafe AI (OpenAgentsInc/openagents, 455 stars) and Yao Meta Skill (yaojingang/yao-meta-skill, 2.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Refine Approach?

VeryGoodOpenSource (a GitHub organization) maintains it in VeryGoodOpenSource/vgv-wingspan, which has 109 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 7, 2026.

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