Agent skill

Validate Idea

by sendaifun in sendaifun/solana-new

Run a structured validation sprint on a crypto startup idea.

MITAuto-check passedBusiness, Finance & HR

Install Validate Idea

skills CLI
$ npx skills add sendaifun/solana-new --skill validate-idea -a claude-code

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

GitHub CLI
$ gh skill install sendaifun/solana-new validate-idea --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/sendaifun/solana-new.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/idea/validate-idea .claude/skills/validate-idea && 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
validate-idea
GitHub stars
178
Token cost
~1.7k tokens
SKILL.md length
568 words
Files
5 (incl. references)
Skills in repo
13
Repo updated
First seen
Licence
MIT

At a glance

Run a structured validation sprint on a crypto startup idea.

  • Works in 7 steps: Check for .superstack/idea-context.md in… → Read references/validation-framework.md… → Evaluate demand signals using… → …
  • A user says validate this idea
  • SKILL.md covers Preamble (run first), Overview, Workflow and Non-Negotiables, plus 5 more sections
  • Calls curl

What it does

Validate Idea is an agent skill from sendaifun/solana-new. Run a structured validation sprint on a crypto startup idea. Use when a user says "validate this idea", "is this worth building", "run a validation sprint", "help me test demand", or "should I build this". Reads idea-context.md from a prior idea phase if available.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `agents/openai.yaml`, `references/customer-signal-rubric.md` and `references/pivot-or-persist.md`).

It sits in Business, Finance & HR. The repository describes itself as: think. build. ship. tasteful & useful crypto apps. using a curated skills + knowledge base for AI agents on solana contracts & integrations. The licence is MIT.

When your agent uses it

  • A user says validate this idea
  • Is this worth building
  • Run a validation sprint
  • Help me test demand

Example prompts

  • “validate this idea”
  • “is this worth building”
  • “run a validation sprint”
  • “/validate-idea”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Check for .superstack/idea-context.md in the workspace. If found, load the chosen idea. If not, ask the user to describe their idea.
  2. Read references/validation-framework.md for the sprint structure.
  3. Evaluate demand signals using references/customer-signal-rubric.md.
  4. Run the crypto necessity gut-check: "What breaks if you remove the blockchain?"
  5. Map risks: technical, market, regulatory, team.
  6. Apply references/pivot-or-persist.md to reach a go/no-go decision.
  7. Write a local HTML artifact with the validation report.

What it can do on your machine

Read from SKILL.md and the folder at commit 38a494a. 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

    Shell commands in SKILL.md call:

    • curl

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

  • Network

    No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.

    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

Validate Idea loads about 1.7k tokens when it runs, and up to ~3k if it reads all its reference files. Until then it costs about 70 tokens; SKILL.md has 568 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3k

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 sendaifun/solana-new at commit 38a494a, republished under its MIT licence (© sendaifun). 568 words, ~1,714 tokens.

Download SKILL.mdSave it as .claude/skills/validate-idea/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
validate-idea
description
Run a structured validation sprint on a crypto startup idea. Use when a user says "validate this idea", "is this worth building", "run a validation sprint", "help me test demand", or "should I build this". Reads idea-context.md from a prior idea phase if available.

Preamble (run first)

bash
_TEL_TIER=$(cat ~/.superstack/config.json 2>/dev/null | grep -o '"telemetryTier": *"[^"]*"' | head -1 | sed 's/.*"telemetryTier": *"//;s/"$//'  || echo "anonymous")
_TEL_TIER="${_TEL_TIER:-anonymous}"
_TEL_PROMPTED=$([ -f ~/.superstack/.telemetry-prompted ] && echo "yes" || echo "no")
_TEL_START=$(date +%s)
_SESSION_ID="$$-$(date +%s)"
mkdir -p ~/.superstack
echo "TELEMETRY: $_TEL_TIER"
echo "TEL_PROMPTED: $_TEL_PROMPTED"
if [ "$_TEL_TIER" != "off" ]; then
_TEL_EVENT='{"skill":"validate-idea","phase":"idea","event":"started","ts":"'$(date -u +%Y-%m-%dT%H:%M:%SZ)'"}' 
echo "$_TEL_EVENT" >> ~/.superstack/telemetry.jsonl 2>/dev/null || true
_CONVEX_URL=$(cat ~/.superstack/config.json 2>/dev/null | grep -o '"convexUrl":"[^"]*"' | head -1 | cut -d'"' -f4 || echo "")
[ -n "$_CONVEX_URL" ] && curl -s -X POST "$_CONVEX_URL/api/mutation" -H "Content-Type: application/json" -d '{"path":"telemetry:track","args":{"skill":"validate-idea","phase":"idea","status":"success","version":"0.2.0","platform":"'$(uname -s)-$(uname -m)'","timestamp":'$(date +%s)000'}}' >/dev/null 2>&1 &
true
fi

If TEL_PROMPTED is no: Before starting the skill workflow, ask the user about telemetry. Use AskUserQuestion:

Help superstack get better! We track which skills get used and how long they take — no code, no file paths, no PII. Change anytime in ~/.superstack/config.json.

Options:

  • A) Sure, help superstack improve (anonymous)
  • B) No thanks

If A: run this bash:

bash
echo '{"telemetryTier":"anonymous"}' > ~/.superstack/config.json
_TEL_TIER="anonymous"
touch ~/.superstack/.telemetry-prompted

If B: run this bash:

bash
echo '{"telemetryTier":"off"}' > ~/.superstack/config.json
_TEL_TIER="off"
touch ~/.superstack/.telemetry-prompted

This only happens once. If TEL_PROMPTED is yes, skip this entirely and proceed to the skill workflow.

Wrong skill? See SKILL_ROUTER.md for all available skills.

Validate Idea

Overview

Take an idea (from a prior find-next-crypto-idea session or fresh from the user) and stress-test it with a structured validation sprint. Produce a go/no-go recommendation backed by demand signals, risk analysis, and a concrete next-steps plan.

Workflow

  1. Check for .superstack/idea-context.md in the workspace. If found, load the chosen idea. If not, ask the user to describe their idea.
  2. Read references/validation-framework.md for the sprint structure.
  3. Evaluate demand signals using references/customer-signal-rubric.md.
  4. Run the crypto necessity gut-check: "What breaks if you remove the blockchain?"
  5. Map risks: technical, market, regulatory, team.
  6. Apply references/pivot-or-persist.md to reach a go/no-go decision.
  7. Write a local HTML artifact with the validation report.

Non-Negotiables

  • Do not rubber-stamp. If the idea is weak, say so with specifics.
  • Every "go" recommendation must cite at least 2 concrete demand signals (not vibes).
  • Every "no-go" must include a pivot suggestion, not just rejection.
  • If the user has no evidence of demand, the answer is "go validate" with a specific sprint plan, not "go build".
  • Always check if there is already a live product doing the same thing on Solana.
  • Always write a local HTML artifact. Do not leave results only in chat.
  • Integration-first assessment: As part of validation, identify whether the idea can be built by integrating existing Solana protocols rather than writing a custom program. If integration is viable, note it as an advantage (faster to ship, lower audit costs). If the idea requires novel on-chain logic or the user is building the protocol layer itself, custom development is the right call — don't penalize it. Include the integration-vs-build assessment in next_steps. See data/solana-knowledge/04-protocols-and-sdks.md → "Integrate First, Build Second".
Show full SKILL.md (204 more words)Show less

Phase Handoff

This skill is Phase 1 (Idea) in the Idea → Build → Launch journey. After completing validation:

  1. Write/update .superstack/idea-context.md (create if missing) with a validation field containing:
    • demand_signals: array of evidence items
    • risks: array of { category, description, severity }
    • go_no_go: "go" | "no-go" | "pivot"
    • confidence: 0.0 - 1.0
    • next_steps: array of concrete actions
  2. Tell the user they can proceed to the Build phase if the verdict is "go".
  3. See ../../../data/specs/phase-handoff.md for the full JSON contract.

Quick Start

bash
# Just describe your idea and ask for validation:
#   "Validate this idea: a Solana protocol for agent-to-agent payments"
#   "Is this worth building? [describe idea]"
#   "Run a validation sprint on my idea"

Decision Points

  • No idea yet? Redirect to find-next-crypto-idea first.
  • Which RPC for testing demand? Use Helius free tier for any on-chain research.
  • Go vs. no-go threshold: Score ≥ 8/15 across founder-fit + MVP-speed + distribution + market-pull + revenue = Go. Below 6 = strong No-go.
  • Hackathon precedents? If the user wants to check whether similar ideas have been tried in Solana hackathons (and what won/lost), suggest /colosseum-copilot. Requires a free PAT — only mention if the user asks or opts in.

Resources

references/

Telemetry (run last)

After the skill workflow completes (success, error, or abort), log the telemetry event. Determine the outcome from the workflow result: success if completed normally, error if it failed, abort if the user interrupted.

Run this bash:

bash
_TEL_END=$(date +%s)
_TEL_DUR=$(( _TEL_END - ${_TEL_START:-$_TEL_END} ))
_TEL_TIER=$(cat ~/.superstack/config.json 2>/dev/null | grep -o '"telemetryTier": *"[^"]*"' | head -1 | sed 's/.*"telemetryTier": *"//;s/"$//' || echo "anonymous")
if [ "$_TEL_TIER" != "off" ]; then
echo '{"skill":"validate-idea","phase":"idea","event":"completed","outcome":"OUTCOME","duration_s":"'"$_TEL_DUR"'","session":"'"$_SESSION_ID"'","ts":"'$(date -u +%Y-%m-%dT%H:%M:%SZ)'","platform":"'$(uname -s)-$(uname -m)'"}' >> ~/.superstack/telemetry.jsonl 2>/dev/null || true
true
fi

Replace OUTCOME with success/error/abort based on the workflow result.

© sendaifun, 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 4 other files (references) in skills/idea/validate-idea of sendaifun/solana-new.

  • SKILL.md
  • agents/openai.yaml
  • references/customer-signal-rubric.md
  • references/pivot-or-persist.md
  • references/validation-framework.md

Open the folder on GitHubat commit 38a494a

Compare with similar skills

Validate Idea 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.

Validate Idea compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Validate Idea this skillsendaifun/solana-new178—~1.7kAutomated safety check: PassMIT
Technical Analysttradermonty/claude-trading-skills3k4 repos~4.6kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

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Questions about Validate Idea

What does Validate Idea do?

Run a structured validation sprint on a crypto startup idea. Validate Idea is an agent skill from sendaifun/solana-new. Run a structured validation sprint on a crypto startup idea.

When should I use Validate Idea?

Validate Idea fits situations like: A user says validate this idea; is this worth building; run a validation sprint; help me test demand.

How do I install Validate Idea in Claude Code?

Run `npx skills add sendaifun/solana-new --skill validate-idea -a claude-code`. Or copy the skill folder (skills/idea/validate-idea in sendaifun/solana-new) into .claude/skills/validate-idea in your project. Claude Code loads it when a task matches its description.

How do I install Validate Idea in Codex?

Run `npx skills add sendaifun/solana-new --skill validate-idea -a codex`. Or copy the skill folder (skills/idea/validate-idea in sendaifun/solana-new) into .agents/skills/validate-idea in your project. Codex loads it when a task matches its description.

Can I use Validate Idea 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 sendaifun/solana-new --skill validate-idea -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/validate-idea, .gemini/skills/validate-idea, .github/skills/validate-idea and .opencode/skills/validate-idea in your project.

What does Validate Idea need to run?

Going by SKILL.md and its folder, Validate Idea needs the command-line tools its instructions call (curl).

Does Validate Idea access the network?

SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Validate Idea 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 Validate Idea use?

Validate Idea 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 Validate Idea use?

About 1.7k tokens (SKILL.md is roughly 6.9k 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 1.3k tokens, read only when the agent opens those files.

What are the alternatives to Validate Idea?

Skills that share tags, products or a category with Validate Idea: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Validate Idea?

sendaifun (a GitHub organization) maintains it in sendaifun/solana-new, which has 178 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 2, 2026.

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