User Story Writer
deanpeters/Product-Manager-Skills
Writes user stories in Mike Cohn's format with Gherkin acceptance criteria, turning user needs into development-ready work with testable conditions.
Build and prioritise a growth experiment backlog. An agent skill from mohitagw15856/pm-claude-skills.
Install Growth Experiment Backlog
$ npx skills add mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitagw15856/pm-claude-skills growth-experiment-backlog --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/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/growth-experiment-backlog .claude/skills/growth-experiment-backlog && 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 "growth-experiment-backlog" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/growth-experiment-backlog into .claude/skills/growth-experiment-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "growth-experiment-backlog", 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/mohitagw15856/pm-claude-skills/tree/main/skills/growth-experiment-backlogType 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 mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitagw15856/pm-claude-skills growth-experiment-backlog --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/growth-experiment-backlog .agents/skills/growth-experiment-backlog && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "growth-experiment-backlog" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/growth-experiment-backlog into .agents/skills/growth-experiment-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "growth-experiment-backlog", 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 mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitagw15856/pm-claude-skills growth-experiment-backlog --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/growth-experiment-backlog .cursor/skills/growth-experiment-backlog && 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 "growth-experiment-backlog" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/growth-experiment-backlog into .cursor/skills/growth-experiment-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "growth-experiment-backlog", 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/mohitagw15856/pm-claude-skills.git --path skills/growth-experiment-backlog--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 mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitagw15856/pm-claude-skills growth-experiment-backlog --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/growth-experiment-backlog .gemini/skills/growth-experiment-backlog && 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 "growth-experiment-backlog" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/growth-experiment-backlog into .gemini/skills/growth-experiment-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "growth-experiment-backlog", 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 mohitagw15856/pm-claude-skills growth-experiment-backlogInstalls 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 mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/growth-experiment-backlog .github/skills/growth-experiment-backlog && 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 "growth-experiment-backlog" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/growth-experiment-backlog into .github/skills/growth-experiment-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "growth-experiment-backlog", 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 mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mohitagw15856/pm-claude-skills growth-experiment-backlog --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/growth-experiment-backlog .opencode/skills/growth-experiment-backlog && 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 "growth-experiment-backlog" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/growth-experiment-backlog into .opencode/skills/growth-experiment-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "growth-experiment-backlog", 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
growth-experiment-backlog- GitHub stars
- 1.4k
- Token cost
- ~873 tokens
- SKILL.md length
- 435 words
- Files
- 1
- Skills in repo
- 1,348
- Repo updated
- First seen
- Licence
- MIT
At a glance
Build and prioritise a growth experiment backlog. An agent skill from mohitagw15856/pm-claude-skills.
- Asked to plan growth experiments
- SKILL.md covers Required Inputs, Output Format, Quality Checks and Anti-Patterns, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Prioritise growth ideas
What it does
Growth Experiment Backlog is an agent skill from mohitagw15856/pm-claude-skills. Build and prioritise a growth experiment backlog. Use when asked to plan growth experiments, prioritise growth ideas, set up a test backlog, or run a growth process/sprint. Produces a prioritised backlog — each experiment as a hypothesis with the metric it moves, an ICE/PXL score, the minimum test design, and a definition of done; plus the cadence to run it.
Its SKILL.md is about 870 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management. The repository describes itself as: 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in… The licence is MIT.
When your agent uses it
- Asked to plan growth experiments
- Prioritise growth ideas
- Set up a test backlog
- Run a growth process/sprint
Example prompts
- “/growth-experiment-backlog”
What it can do on your machine
Read from SKILL.md and the folder at commit 1cbf1f0. 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
Growth Experiment Backlog loads about 873 tokens when it runs. Until then it costs about 97 tokens; SKILL.md has 435 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 mohitagw15856/pm-claude-skills at commit 1cbf1f0, republished under its MIT licence (© mohitagw15856). 435 words, ~873 tokens.
Download SKILL.mdSave it as
.claude/skills/growth-experiment-backlog/SKILL.md (or your agent's skills folder).- name
- growth-experiment-backlog
- description
- Build and prioritise a growth experiment backlog. Use when asked to plan growth experiments, prioritise growth ideas, set up a test backlog, or run a growth process/sprint. Produces a prioritised backlog — each experiment as a hypothesis with the metric it moves, an ICE/PXL score, the minimum test design, and a definition of done; plus the cadence to run it.
Growth Experiment Backlog Skill
Growth is a rate of learning, not a list of ideas. This skill turns a pile of "we should try…" into a prioritised backlog of falsifiable experiments — each tied to a metric, scored for impact and effort, and shaped as the smallest test that could prove it — so the team ships learning every week, not opinions.
Required Inputs
Ask for these only if they aren't already provided:
- The metric to move — the one growth metric this cycle (activation, conversion, retention, referral).
- The funnel stage / leak — where the opportunity is (pair with
marketing-funnel-plan). - Raw ideas — any experiment ideas already on the table.
- Constraints — eng/design bandwidth and traffic volume (which caps how many tests can reach significance).
Output Format
Growth Backlog: [metric this cycle]
1. Focus — the one metric and the funnel stage, with the current baseline. A backlog without a focus metric is just a wish list.
2. Backlog table — every idea as a hypothesis, scored and sortable:
| # | Hypothesis ("If we ___, then [metric] will ___ because ___") | Stage | Impact | Confidence | Ease | ICE | Status |
|---|
(Use ICE (1–10 each) or PXL for less gameable scoring. Sort by score; the top few are this cycle's tests.)
3. Test designs (top 3) — for each top experiment: the exact change, the primary metric + guardrail metrics, the variant(s), the sample size/duration to detect the expected effect, and the definition of done (ship / iterate / kill).
4. Cadence — the weekly rhythm: pick → build → run → read → decide → document the learning back into the backlog (winners and losers both teach).
Show full SKILL.md (184 more words)Show less
Quality Checks
- Every item is a falsifiable hypothesis with the metric it moves and a "because" — not a vague idea
- Scoring (ICE/PXL) is applied consistently so the backlog is sortable, not cherry-picked
- Top experiments specify sample size/duration to actually detect the expected effect
- Each test has guardrail metrics so a "win" can't quietly harm something else
- There's a cadence that captures the learning from losers, not just winners
Anti-Patterns
- Do not run experiments without a hypothesis and a target metric — that's just shipping changes and hoping
- Do not call a test before it reaches the planned sample size — peeking and stopping early manufactures fake wins
- Do not chase many tiny tests when traffic is low — you'll never reach significance; pick fewer, bigger bets
- Do not ignore guardrail metrics — a conversion win that tanks refunds or retention is a loss
- Do not discard losing experiments silently — the learning is the asset; record why it failed
Based On
Growth-process practice — ICE/PXL prioritisation, hypothesis-driven experiments, and the build–measure–learn cadence.
Example Trigger Phrases
- "Plan growth experiments."
- "Prioritise growth ideas."
- "Set up a test backlog."
- "Run a growth process/sprint."
© mohitagw15856, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/growth-experiment-backlog of mohitagw15856/pm-claude-skills.
Open the folder on GitHubat commit 1cbf1f0
Compare with similar skills
Growth Experiment Backlog 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 |
|---|---|---|---|---|---|---|
| Growth Experiment Backlog this skillmohitagw15856/pm-claude-skills | 1.4k | — | ~873 | Automated safety check: Pass | MIT | |
| User Story Writerdeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~2.9k | Automated safety check: Pass | Custom licence | |
| Game Changing FeaturesopenstatusHQ/data-table-filters | 2.3k | 3 repos | ~2.1k | Automated safety check: Pass | MIT | |
| CCPM Project Managementautomazeio/ccpm | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Convex Create Componentspokvulcan/poker-planning | 115 | 8 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Self Improving Agentfarm-fe/farm | 5.6k | 2 repos | ~3.3k | Automated safety check: Notes | MIT |
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Related
Categories
Questions about Growth Experiment Backlog
What does Growth Experiment Backlog do?
Build and prioritise a growth experiment backlog. An agent skill from mohitagw15856/pm-claude-skills. Growth Experiment Backlog is an agent skill from mohitagw15856/pm-claude-skills. Build and prioritise a growth experiment backlog.
When should I use Growth Experiment Backlog?
Growth Experiment Backlog fits situations like: asked to plan growth experiments; prioritise growth ideas; set up a test backlog; run a growth process/sprint.
How do I install Growth Experiment Backlog in Claude Code?
Run `npx skills add mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a claude-code`. Or copy the skill folder (skills/growth-experiment-backlog in mohitagw15856/pm-claude-skills) into .claude/skills/growth-experiment-backlog in your project. Claude Code loads it when a task matches its description.
How do I install Growth Experiment Backlog in Codex?
Run `npx skills add mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a codex`. Or copy the skill folder (skills/growth-experiment-backlog in mohitagw15856/pm-claude-skills) into .agents/skills/growth-experiment-backlog in your project. Codex loads it when a task matches its description.
Can I use Growth Experiment Backlog 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 mohitagw15856/pm-claude-skills --skill growth-experiment-backlog -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/growth-experiment-backlog, .gemini/skills/growth-experiment-backlog, .github/skills/growth-experiment-backlog and .opencode/skills/growth-experiment-backlog in your project.
What does Growth Experiment Backlog need to run?
SKILL.md names no scripts, command-line tools or credentials: Growth Experiment Backlog is instructions for the agent only.
Does Growth Experiment Backlog 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 Growth Experiment Backlog 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 Growth Experiment Backlog use?
Growth Experiment Backlog 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 Growth Experiment Backlog use?
About 873 tokens (SKILL.md is roughly 3.5k 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 Growth Experiment Backlog?
Skills that share tags, products or a category with Growth Experiment Backlog: User Story Writer (deanpeters/Product-Manager-Skills, 7.2k stars), Game Changing Features (openstatusHQ/data-table-filters, 2.3k stars), CCPM Project Management (automazeio/ccpm, 8.4k stars) and Convex Create Component (spokvulcan/poker-planning, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Growth Experiment Backlog?
mohitagw15856 (a GitHub user) maintains it in mohitagw15856/pm-claude-skills, which has 1,434 GitHub stars. The repository holds 1,348 skills in this directory. The repository was last updated on October 9, 2026.
Source: mohitagw15856/pm-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.