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Design cheap, measurable traction tests from Traction for startup growth channels.
Install Traction Test Planner
$ npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins traction-test-planner --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/LVTD-LLC/skills/skills/traction-test-planner .claude/skills/traction-test-planner && rm -rf skills-srcUse ~/.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/
Install the "traction-test-planner" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/LVTD-LLC/skills/skills/traction-test-planner into .claude/skills/traction-test-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traction-test-planner", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/LVTD-LLC/skills/skills/traction-test-plannerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins traction-test-planner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/LVTD-LLC/skills/skills/traction-test-planner .agents/skills/traction-test-planner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "traction-test-planner" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/LVTD-LLC/skills/skills/traction-test-planner into .agents/skills/traction-test-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traction-test-planner", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins traction-test-planner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/LVTD-LLC/skills/skills/traction-test-planner .cursor/skills/traction-test-planner && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "traction-test-planner" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/LVTD-LLC/skills/skills/traction-test-planner into .cursor/skills/traction-test-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traction-test-planner", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/hashgraph-online/awesome-codex-plugins.git --path plugins/LVTD-LLC/skills/skills/traction-test-planner--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins traction-test-planner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/LVTD-LLC/skills/skills/traction-test-planner .gemini/skills/traction-test-planner && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "traction-test-planner" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/LVTD-LLC/skills/skills/traction-test-planner into .gemini/skills/traction-test-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traction-test-planner", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install hashgraph-online/awesome-codex-plugins traction-test-plannerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/LVTD-LLC/skills/skills/traction-test-planner .github/skills/traction-test-planner && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "traction-test-planner" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/LVTD-LLC/skills/skills/traction-test-planner into .github/skills/traction-test-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traction-test-planner", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins traction-test-planner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/LVTD-LLC/skills/skills/traction-test-planner .opencode/skills/traction-test-planner && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "traction-test-planner" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/LVTD-LLC/skills/skills/traction-test-planner into .opencode/skills/traction-test-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traction-test-planner", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
traction-test-planner- GitHub stars
- 1.2k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 454 words
- Files
- 2 (incl. references)
- Skills in repo
- 686
- Repo updated
- First seen
- Licence
- MIT
At a glance
Design cheap, measurable traction tests from Traction for startup growth channels.
- Works in 5 steps: State The Decision → Write Assumptions → Set Metrics → …
- Planning marketing experiments
- SKILL.md covers Source Traceability, Test Types, Workflow and Output Format, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Traction Test Planner is an agent skill from hashgraph-online/awesome-codex-plugins. Design cheap, measurable traction tests from Traction for startup growth channels. Use when planning marketing experiments, middle-ring tests, A/B tests, acquisition test spreadsheets, channel validation, or growth experiment success criteria.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/middle-ring-test-prompts.md`). Compatibility notes: Codex, Claude Code, and other Agent Skills-compatible clients.
It sits in Documents & Office, covering A/B testing and Excel spreadsheets. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is MIT.
When your agent uses it
- Planning marketing experiments
- Middle-ring tests
- Acquisition test spreadsheets
- Channel validation
Example prompts
- “/traction-test-planner”
Requirements
- Compatibility (from SKILL.md): Codex, Claude Code, and other Agent Skills-compatible clients.
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 78497e5. 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 markdown).
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
Codex, Claude Code, and other Agent Skills-compatible clients.
From compatibility in the SKILL.md frontmatter.
Context cost
Traction Test Planner loads about 1.1k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 454 words of instructions outside code blocks.
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 hashgraph-online/awesome-codex-plugins at commit 78497e5, republished under its MIT licence (© hashgraph-online). 454 words, ~1,094 tokens.
Download SKILL.mdSave it as
.claude/skills/traction-test-planner/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- traction-test-planner
- description
- Design cheap, measurable traction tests from Traction for startup growth channels. Use when planning marketing experiments, middle-ring tests, A/B tests, acquisition test spreadsheets, channel validation, or growth experiment success criteria.
- compatibility
- Codex, Claude Code, and other Agent Skills-compatible clients.
- license
- MIT
- metadata.version
- 0.1.0
- metadata.displayName
- Traction Test Planner
- metadata.category
- Marketing
- metadata.tags
- traction,growth,experiments,marketing,analytics
Traction Test Planner
Use this skill to design traction tests that create decision-quality evidence. It turns a candidate channel strategy into a scoped experiment with assumptions, metrics, budget, duration, and next-step rules.
Source Traceability
Primary source: Traction, chapters 3 and 4, plus the appendix.
- Chapter 3 defines the three core test questions for middle-ring channels. Authoring notes: converted lines 585-606.
- Chapter 4 distinguishes cheap channel tests from optimization and explains inner-ring testing. Authoring notes: converted lines 675-786.
- The appendix lists phase I test prompts for the 19 traction channels. Authoring notes: converted lines 3323-3372.
See middle-ring-test-prompts.md for paraphrased starter tests by channel.
Test Types
Middle-Ring Test
Use when validating whether a channel strategy could become the core channel. Keep it cheap, fast, and strategy-level.
Answer:
- Acquisition cost: what would it cost to acquire a customer?
- Reach: how many relevant customers may be available?
- Fit: are these customers desirable right now?
Inner-Ring Test
Use after a core channel is chosen. Inner-ring tests optimize the winning strategy or search for a better strategy inside the same channel.
Examples:
- Test a new audience, keyword group, offer, landing page, creative angle, or partner segment.
- Run A/B tests where traffic and measurement are already in place.
- Use other channels only as support for the core channel, not as competing strategies.
Workflow
1. State The Decision
Write the decision the test must enable. Good tests decide something specific:
- Continue, kill, or revise this channel strategy.
- Promote this channel into the inner ring.
- Scale spend, hold spend, or change audience.
- Choose between two channel strategies.
Show full SKILL.md (193 more words)Show less
2. Write Assumptions
List the assumptions that must be true for the strategy to work.
Use this structure:
| Assumption | How Test Measures It | Kill Threshold |
|---|
3. Set Metrics
At minimum, include:
- Reach available.
- Conversion rate.
- Cost to acquire a customer.
- Customer quality or intent.
- Lifetime value estimate, if available.
If the user lacks analytics, include a setup step before the test. A test without tracking creates anecdotes, not evidence.
4. Bound Budget And Time
For early-stage tests, prefer less than one month and a small budget. If the user proposes a large test before there is evidence, reduce scope.
5. Define Outcomes Before Running
Every test needs decision rules:
- Double down when results beat the success threshold and customer quality is acceptable.
- Iterate when one metric fails but the channel shows a fixable signal.
- Kill when reach, cost, or customer fit cannot plausibly move the traction goal.
Output Format
# Traction Test Plan
## Decision
[What this test will decide.]
## Channel Strategy
- Channel:
- Strategy:
- Target customer:
- Stage:
## Assumptions
| Assumption | Measurement | Threshold |
|------------|-------------|-----------|
## Experiment Design
- Setup:
- Audience/source:
- Offer/message:
- Landing or conversion path:
- Budget:
- Duration:
## Metrics
| Metric | Target | Tracking Method |
|--------|--------|-----------------|
## Decision Rules
- Double down if:
- Iterate if:
- Kill if:
## Next Step After Test
[What to do for each likely outcome.]Quality Bar
- Do not design tests that only measure vanity traffic.
- Do not optimize multiple variables before validating strategy-level promise.
- Make tracking explicit before the test starts.
- Prefer comparable metrics across channels.
- Call out when the test cannot plausibly move the user's traction goal.
© hashgraph-online, 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 plugins/LVTD-LLC/skills/skills/traction-test-planner of hashgraph-online/awesome-codex-plugins.
- SKILL.md
- references/middle-ring-test-prompts.md
Open the folder on GitHubat commit 78497e5
Compare with similar skills
Traction Test Planner 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Traction Test Planner this skillhashgraph-online/awesome-codex-plugins | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Jev SEOAgriciDaniel/jev-seo | 527 | — | ~2.5k | Automated safety check: Notes | MIT | |
| Reddit Agencyshawnla90/gtm-coding-agent | 154 | — | ~3.1k | Automated safety check: Pass | MIT | |
| 13 Phan Tich Du Lieuminhnv0807/ai-business-skills | 608 | — | ~4.5k | Automated safety check: Pass | MIT | |
| Keyword ClusteringInfrasity-Labs/dev-gtm-claude-skills | 139 | — | ~2k | Automated safety check: Pass | MIT | |
| Paginated Reportdata-goblin/power-bi-agentic-development | 1k | — | ~3.5k | Automated safety check: Pass | GPL-3.0 |
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Questions about Traction Test Planner
What does Traction Test Planner do?
Design cheap, measurable traction tests from Traction for startup growth channels. Traction Test Planner is an agent skill from hashgraph-online/awesome-codex-plugins. Design cheap, measurable traction tests from Traction for startup growth channels.
When should I use Traction Test Planner?
Traction Test Planner fits situations like: planning marketing experiments; middle-ring tests; acquisition test spreadsheets; channel validation.
How do I install Traction Test Planner in Claude Code?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a claude-code`. Or copy the skill folder (plugins/LVTD-LLC/skills/skills/traction-test-planner in hashgraph-online/awesome-codex-plugins) into .claude/skills/traction-test-planner in your project. Claude Code loads it when a task matches its description.
How do I install Traction Test Planner in Codex?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a codex`. Or copy the skill folder (plugins/LVTD-LLC/skills/skills/traction-test-planner in hashgraph-online/awesome-codex-plugins) into .agents/skills/traction-test-planner in your project. Codex loads it when a task matches its description.
Can I use Traction Test Planner 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 hashgraph-online/awesome-codex-plugins --skill traction-test-planner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/traction-test-planner, .gemini/skills/traction-test-planner, .github/skills/traction-test-planner and .opencode/skills/traction-test-planner in your project.
What does Traction Test Planner need to run?
SKILL.md names no scripts, command-line tools or credentials: Traction Test Planner is instructions for the agent only. Compatibility (from SKILL.md): Codex, Claude Code, and other Agent Skills-compatible clients..
Does Traction Test Planner 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 Traction Test Planner 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 Traction Test Planner use?
Traction Test Planner is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Traction Test Planner use?
About 1.1k tokens (SKILL.md is roughly 4.4k 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 786 tokens, read only when the agent opens those files.
What are the alternatives to Traction Test Planner?
Skills that share tags, products or a category with Traction Test Planner: Jev SEO (AgriciDaniel/jev-seo, 527 stars), Reddit Agency (shawnla90/gtm-coding-agent, 154 stars), 13 Phan Tich Du Lieu (minhnv0807/ai-business-skills, 608 stars) and Keyword Clustering (Infrasity-Labs/dev-gtm-claude-skills, 139 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Traction Test Planner?
hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,242 GitHub stars. The repository holds 686 skills in this directory. The repository was last updated on October 8, 2026.
Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.