Compression
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing slow page loads, heavy assets, or rendering delays related to Enable text-based compression.
Agent skill
Day 2 end capstone move of a Foundation Sprint. An agent skill from product-on-purpose/pm-skills.
$ npx skills add product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install product-on-purpose/pm-skills tool-foundation-sprint-founding-hypothesis --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/product-on-purpose/pm-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tool-foundation-sprint-founding-hypothesis .claude/skills/tool-foundation-sprint-founding-hypothesis && 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 "tool-foundation-sprint-founding-hypothesis" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/tool-foundation-sprint-founding-hypothesis into .claude/skills/tool-foundation-sprint-founding-hypothesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-foundation-sprint-founding-hypothesis", 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/product-on-purpose/pm-skills/tree/main/skills/tool-foundation-sprint-founding-hypothesisType 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 product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install product-on-purpose/pm-skills tool-foundation-sprint-founding-hypothesis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/product-on-purpose/pm-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/tool-foundation-sprint-founding-hypothesis .agents/skills/tool-foundation-sprint-founding-hypothesis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tool-foundation-sprint-founding-hypothesis" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/tool-foundation-sprint-founding-hypothesis into .agents/skills/tool-foundation-sprint-founding-hypothesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-foundation-sprint-founding-hypothesis", 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 product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install product-on-purpose/pm-skills tool-foundation-sprint-founding-hypothesis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/product-on-purpose/pm-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/tool-foundation-sprint-founding-hypothesis .cursor/skills/tool-foundation-sprint-founding-hypothesis && 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 "tool-foundation-sprint-founding-hypothesis" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/tool-foundation-sprint-founding-hypothesis into .cursor/skills/tool-foundation-sprint-founding-hypothesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-foundation-sprint-founding-hypothesis", 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/product-on-purpose/pm-skills.git --path skills/tool-foundation-sprint-founding-hypothesis--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 product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install product-on-purpose/pm-skills tool-foundation-sprint-founding-hypothesis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/product-on-purpose/pm-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/tool-foundation-sprint-founding-hypothesis .gemini/skills/tool-foundation-sprint-founding-hypothesis && 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 "tool-foundation-sprint-founding-hypothesis" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/tool-foundation-sprint-founding-hypothesis into .gemini/skills/tool-foundation-sprint-founding-hypothesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-foundation-sprint-founding-hypothesis", 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 product-on-purpose/pm-skills tool-foundation-sprint-founding-hypothesisInstalls 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 product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/product-on-purpose/pm-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/tool-foundation-sprint-founding-hypothesis .github/skills/tool-foundation-sprint-founding-hypothesis && 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 "tool-foundation-sprint-founding-hypothesis" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/tool-foundation-sprint-founding-hypothesis into .github/skills/tool-foundation-sprint-founding-hypothesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-foundation-sprint-founding-hypothesis", 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 product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install product-on-purpose/pm-skills tool-foundation-sprint-founding-hypothesis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/product-on-purpose/pm-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/tool-foundation-sprint-founding-hypothesis .opencode/skills/tool-foundation-sprint-founding-hypothesis && 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 "tool-foundation-sprint-founding-hypothesis" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/tool-foundation-sprint-founding-hypothesis into .opencode/skills/tool-foundation-sprint-founding-hypothesis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-foundation-sprint-founding-hypothesis", 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.
tool-foundation-sprint-founding-hypothesisDay 2 end capstone move of a Foundation Sprint. An agent skill from product-on-purpose/pm-skills.
Tool Foundation Sprint Founding Hypothesis is an agent skill from product-on-purpose/pm-skills. Day 2 end capstone move of a Foundation Sprint. Compresses the sprint's full strategic frame into a single canonical sentence (the Founding Hypothesis) plus an assumption scorecard, why-we-believe, what-could-prove-us-wrong, and recommended next validation step. Use after Magic Lenses is signed. Strict canonical template; paraphrase is not accepted in v0.1.0. The Founding Hypothesis is the spine artifact the sprint exists to produce.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `HISTORY.md`, `references/EXAMPLE.md` and `references/TEMPLATE.md`).
The repository describes itself as: 68 plug-and-play, best-practice product management skills for AI agents: 30 Triple Diamond phase + 11 foundation + 12 utility + 15 tool (Foundation Sprint + Design Sprint). Plus… The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 1cef1a9. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Tool Foundation Sprint Founding Hypothesis loads about 2.6k tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 120 tokens; SKILL.md has 1,227 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.
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.
The full file from product-on-purpose/pm-skills at commit 1cef1a9, republished under its Apache-2.0 licence (© product-on-purpose). 1,227 words, ~2,551 tokens.
.claude/skills/tool-foundation-sprint-founding-hypothesis/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
Day 2 end of a Foundation Sprint. The team compresses the full sprint output into a single canonical sentence plus a testable scorecard. This is the artifact the sprint exists to produce; everything before this skill was preparation. Without a ratifiable Founding Hypothesis, the sprint failed.
Family contract: docs/reference/skill-families/foundation-sprint-skills-contract.md. This skill is a member of foundation-sprint-skills.
A single bundled artifact with five sections:
See references/TEMPLATE.md for the canonical template and references/EXAMPLE.md for the Brainshelf example.
If we help [target customer] solve [important problem]
with [approach], they will choose it over [competitors or alternatives]
because our solution is [differentiators].This template is strict for v0.1.0 (per ratified spec decision). Paraphrase is not accepted. Variations like "Because we help X with Y..." or compressing two slots into one ("solve [problem] with [approach]") are rejected by the skill. The strictness is intentional: forcing the template forces the team to fill every slot specifically.
The five slots are:
| Slot | Source | Discipline check |
|---|---|---|
| target customer | Basics target customer statement | Must be specific (markers, not segments) |
| important problem | Basics important problem statement | Must be painful enough to drive switching |
| approach | Magic Lenses top bet | Must be the top bet, not a softened version |
| competitors or alternatives | Basics competitor map | Must include "do nothing" if it was named there |
| differentiators | Differentiation chosen two | Must be both differentiators, not just one |
If any slot is vague, the skill rejects the hypothesis and prompts for revision.
| Quality | What it means |
|---|---|
| Specific | Names a real customer and a real problem; not "users" and "frustrations" |
| Comparative | Explains what customers choose today, including doing nothing |
| Differentiated | States why this solution should win, not just that it should |
| Testable | Translates into scorecard questions and experiments |
| Simple | A customer can understand the promise quickly |
| Uncomfortable enough to be useful | If nobody disagrees or feels exposed, the hypothesis may be too vague |
The "uncomfortable" quality is the hardest to enforce: teams unconsciously soften the hypothesis to make it ratifiable. The skill counter-acts by asking, in the discussion phase, "Who in this room would push back on this if they weren't on this team?" Silence is a signal that the hypothesis is too safe.
Decompose the hypothesis into 5-7 assumptions (recommended; 3-10 accepted per ratified spec decision). For each:
| Field | What goes here |
|---|---|
| Assumption | One sentence, derived from a specific slot of the hypothesis |
| Why it matters | What would be invalidated if this assumption is wrong |
| Current confidence | High / Medium-high / Medium / Medium-low / Low |
| Best next test | Specific test that would change the confidence level |
The highest-risk assumption (lowest current confidence, highest blast-radius-if-wrong) is the assumption the next validation step (often a Design Sprint) should test first.
The Decider drafts the canonical sentence by filling the 5 slots from prior sprint outputs. The team reviews, identifies vagueness, and revises until each slot is specific. This is the most important 15 minutes of the sprint.
Decompose the hypothesis into 5-7 assumptions. Score each. Identify the highest-risk one.
Bulleted lists, 3-5 each. The team writes both in parallel; the second list (proof-of-wrong) is the test of whether the team is holding the hypothesis with calibration.
The Decider names the next validation step: Design Sprint, customer research, experiment, etc. The recommended test should attack the highest-risk assumption from the scorecard.
The Decider signs. The sprint ends.
The Decider's job during Founding Hypothesis:
Prerequisites: tool-foundation-sprint-magic-lenses. The top bet, backup, and decision rationale are the load-bearing inputs.
The skill inherits the Basics bundled artifact (target customer, important problem, competitors) and the Differentiation bundled artifact (chosen differentiators). All five hypothesis slots are derived from prior sprint outputs.
Next invocation outside the sprint: the recommended next validation step. Most commonly tool-design-sprint-readiness if a Design Sprint is the next test. Sometimes pm-skills:measure-experiment-design or pm-skills:discover-interview-synthesis if a non-sprint test is the right next move.
There is no formal bridge skill between Foundation Sprint and Design Sprint; the transition is narrative content in _workflows/foundation-to-design.md and in both user guides.
This skill ends with a Decider Checkpoint in references/TEMPLATE.md. The Decider ratifies the hypothesis sentence, the scorecard, and the recommended next test. Ratification closes the Foundation Sprint. Without ratification, the sprint output is incomplete and the team did not produce what it set out to produce.
© product-on-purpose, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (references) in skills/tool-foundation-sprint-founding-hypothesis of product-on-purpose/pm-skills.
Open the folder on GitHubat commit 1cef1a9
Tool Foundation Sprint Founding Hypothesis 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 |
|---|---|---|---|---|---|---|
| Tool Foundation Sprint Founding Hypothesis this skillproduct-on-purpose/pm-skills | 716 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Compressionthedaviddias/Front-End-Checklist | 74k | — | ~421 | Automated safety check: Pass | MIT | |
| Sprint Planphuryn/pm-skills | 27k | — | ~590 | Automated safety check: Pass | MIT | |
| Sprint Status SnapshotDonchitos/Claude-Code-Game-Studios | 26k | — | ~3k | Automated safety check: Pass | MIT | |
| Sprint Plan BuilderDonchitos/Claude-Code-Game-Studios | 26k | — | ~4.1k | Automated safety check: Pass | MIT | |
| Image Compressionthedaviddias/Front-End-Checklist | 74k | — | ~405 | Automated safety check: Pass | MIT |
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing slow page loads, heavy assets, or rendering delays related to Enable text-based compression.
phuryn/pm-skills
Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification.
Donchitos/Claude-Code-Game-Studios
Gives a fast, read-only sprint snapshot with burndown and emerging risks in under 30 lines, plus at most one concrete recommendation.
Donchitos/Claude-Code-Game-Studios
Creates or updates a sprint plan from the current milestone, completed work and available capacity, sizing the story count to the project's granularity setting.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing image assets, markup, and CDN or build transforms related to Compress images without quality loss.
ww-w-ai/bkit-claude-code
Sprint Management — generic sprint capability for ANY bkit user.
product-on-purpose/pm-skills
Defines a testable hypothesis with clear success metrics and a validation approach.
product-on-purpose/pm-skills
Creates a Jobs to be Done canvas capturing the functional, emotional, and social dimensions of a customer job.
product-on-purpose/pm-skills
Creates an opportunity solution tree connecting a desired outcome to customer opportunities and candidate solutions, preventing solution-first jumps in continuous discovery.
product-on-purpose/pm-skills
Creates a clear problem framing document with user impact, business context, and success criteria.
product-on-purpose/pm-skills
Generates structured Given/When/Then acceptance criteria for a user story or feature slice, covering the happy path, key failure scenarios, and non-functional expectations in testable form.
product-on-purpose/pm-skills
Creates a cross-functional pre-launch checklist covering engineering, design, marketing, support, legal, and operations readiness, with owners, dates, and go/no-go criteria so nothing is missed…
Day 2 end capstone move of a Foundation Sprint. An agent skill from product-on-purpose/pm-skills. Tool Foundation Sprint Founding Hypothesis is an agent skill from product-on-purpose/pm-skills. Day 2 end capstone move of a Foundation Sprint.
Run `npx skills add product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a claude-code`. Or copy the skill folder (skills/tool-foundation-sprint-founding-hypothesis in product-on-purpose/pm-skills) into .claude/skills/tool-foundation-sprint-founding-hypothesis in your project. Claude Code loads it when a task matches its description.
Run `npx skills add product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a codex`. Or copy the skill folder (skills/tool-foundation-sprint-founding-hypothesis in product-on-purpose/pm-skills) into .agents/skills/tool-foundation-sprint-founding-hypothesis in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add product-on-purpose/pm-skills --skill tool-foundation-sprint-founding-hypothesis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tool-foundation-sprint-founding-hypothesis, .gemini/skills/tool-foundation-sprint-founding-hypothesis, .github/skills/tool-foundation-sprint-founding-hypothesis and .opencode/skills/tool-foundation-sprint-founding-hypothesis in your project.
SKILL.md names no scripts, command-line tools or credentials: Tool Foundation Sprint Founding Hypothesis is instructions for the agent only.
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.
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.
Tool Foundation Sprint Founding Hypothesis is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k 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 2.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Tool Foundation Sprint Founding Hypothesis: Compression (thedaviddias/Front-End-Checklist, 74k stars), Sprint Plan (phuryn/pm-skills, 27k stars), Sprint Status Snapshot (Donchitos/Claude-Code-Game-Studios, 26k stars) and Sprint Plan Builder (Donchitos/Claude-Code-Game-Studios, 26k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
product-on-purpose (a GitHub organization) maintains it in product-on-purpose/pm-skills, which has 716 GitHub stars. The repository holds 68 skills in this directory. The repository was last updated on October 8, 2026.
Source: product-on-purpose/pm-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.