Customer Research
Nexus-JPF/note-companion
When the user wants to conduct, analyze, or synthesize customer research.
Convert discovery, market, and audience research into a structured product brief.
Install Paw Ps Research To Brief
$ npx skills add pawbytes/skill-suites --skill paw-ps-research-to-brief -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-research-to-brief --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/pawbytes/skill-suites.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/prodig/paw-ps-research-to-brief .claude/skills/paw-ps-research-to-brief && 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 "paw-ps-research-to-brief" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-research-to-brief into .claude/skills/paw-ps-research-to-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-research-to-brief", 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/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-research-to-briefType 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 pawbytes/skill-suites --skill paw-ps-research-to-brief -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-research-to-brief --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/prodig/paw-ps-research-to-brief .agents/skills/paw-ps-research-to-brief && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paw-ps-research-to-brief" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-research-to-brief into .agents/skills/paw-ps-research-to-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-research-to-brief", 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 pawbytes/skill-suites --skill paw-ps-research-to-brief -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-research-to-brief --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/prodig/paw-ps-research-to-brief .cursor/skills/paw-ps-research-to-brief && 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 "paw-ps-research-to-brief" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-research-to-brief into .cursor/skills/paw-ps-research-to-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-research-to-brief", 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/pawbytes/skill-suites.git --path src/prodig/paw-ps-research-to-brief--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 pawbytes/skill-suites --skill paw-ps-research-to-brief -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-research-to-brief --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/prodig/paw-ps-research-to-brief .gemini/skills/paw-ps-research-to-brief && 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 "paw-ps-research-to-brief" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-research-to-brief into .gemini/skills/paw-ps-research-to-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-research-to-brief", 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 pawbytes/skill-suites paw-ps-research-to-briefInstalls 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 pawbytes/skill-suites --skill paw-ps-research-to-brief -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/prodig/paw-ps-research-to-brief .github/skills/paw-ps-research-to-brief && 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 "paw-ps-research-to-brief" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-research-to-brief into .github/skills/paw-ps-research-to-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-research-to-brief", 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 pawbytes/skill-suites --skill paw-ps-research-to-brief -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-research-to-brief --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/prodig/paw-ps-research-to-brief .opencode/skills/paw-ps-research-to-brief && 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 "paw-ps-research-to-brief" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-research-to-brief into .opencode/skills/paw-ps-research-to-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-research-to-brief", 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
paw-ps-research-to-brief- GitHub stars
- 113
- Token cost
- ~1.1k tokens
- SKILL.md length
- 410 words
- Files
- 5 (incl. references)
- Skills in repo
- 71
- Repo updated
- First seen
- Licence
- MIT
At a glance
Convert discovery, market, and audience research into a structured product brief.
- Works in 4 steps: Gather Inputs → Validate Completeness → Synthesize Brief → …
- Tasks that involve Market research
- SKILL.md covers Overview, Pipeline, On Activation and Input Sources, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Paw Ps Research To Brief is an agent skill from pawbytes/skill-suites. Convert discovery, market, and audience research into a structured product brief. Triggers: 'create product brief', 'research to brief', 'synthesize research', 'product brief from research', 'consolidate findings'.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/01-gather-inputs.md`, `references/02-validate-completeness.md` and `references/03-synthesize-brief.md`).
It sits in Marketing & SEO, covering Market research. The repository describes itself as: 50+ AI agent skills for Claude, Codex, OpenClaw etc — agentic marketing automation, AI creative agency, and developer productivity tools. The licence is MIT.
When your agent uses it
- Tasks that involve Market research
Example prompts
- “create product brief”
- “research to brief”
- “synthesize research”
- “/paw-ps-research-to-brief”
Workflow steps
4 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 547a6df. 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
Paw Ps Research To Brief loads about 1.1k tokens when it runs, and up to ~5.2k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 410 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 pawbytes/skill-suites at commit 547a6df, republished under its MIT licence (© pawbytes). 410 words, ~1,060 tokens.
Download SKILL.mdSave it as
.claude/skills/paw-ps-research-to-brief/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- paw-ps-research-to-brief
- description
- Convert discovery, market, and audience research into a structured product brief. Triggers: 'create product brief', 'research to brief', 'synthesize research', 'product brief from research', 'consolidate findings'.
Research to Brief
Overview
A deterministic workflow that converts validated research outputs into a clean, structured product brief. This pipeline ensures no evidence or uncertainty is lost during synthesis.
Args: Accepts --headless / -H for non-interactive execution.
Output: Product brief document with preserved signals (evidence and uncertainties).
Pipeline
Stage 1: Gather Inputs
Load ./references/01-gather-inputs.md
Collect all relevant research files from the product workspace:
- Discovery outputs (
product-context.md) - Market intelligence (
market-intelligence.md) - Audience intelligence (
audience-intelligence.md)
Progression: Proceed when at least one input source is located.
Stage 2: Validate Completeness
Load ./references/02-validate-completeness.md
Assess whether inputs meet minimum thresholds for brief synthesis. Identify gaps and either proceed with available data or flag for additional research.
Progression: Proceed when minimum input requirements are met OR explicit decision to proceed with gaps documented.
Stage 3: Synthesize Brief
Load ./references/03-synthesize-brief.md
Create the structured product brief by consolidating validated inputs into a single document. Apply consistent formatting and ensure traceability to source materials.
Progression: Proceed when brief structure is complete with all required sections populated.
Stage 4: Preserve Signals
Load ./references/04-preserve-signals.md
Document key evidence sources and unresolved uncertainties. Create signal preservation notes that trace decisions back to research findings.
Progression: Complete when all signals are documented and appended to the brief or decision log.
On Activation
- Determine the product workspace root:
{project-root}/.pawbytes/prodig-suites/ - Identify active product context from
.pawbytes/prodig-suites/active-product.mdif it exists - If no active product is set and not in headless mode, prompt user to specify product slug
- Begin pipeline at Stage 1
Show full SKILL.md (163 more words)Show less
Input Sources
| Source | File Path | Required |
|---|---|---|
| Discovery | .pawbytes/prodig-suites/products/{product-slug}/product-context.md | Preferred |
| Market Research | .pawbytes/prodig-suites/products/{product-slug}/market-intelligence.md | Preferred |
| Audience Research | .pawbytes/prodig-suites/products/{product-slug}/audience-intelligence.md | Preferred |
Minimum Requirement: At least one of the three input sources must be available.
Output Structure
.pawbytes/prodig-suites/products/{product-slug}/
├── product-brief.md # Main brief document
├── signal-notes.md # Evidence and uncertainty log
└── product-decisions.md # Appended brief metadata (if exists)Output Contract
Every execution delivers:
- Action type: Brief synthesis from research inputs
- Files saved:
product-brief.md— Structured product briefsignal-notes.md— Evidence and uncertainty preservation
- Recommendations: Next steps (e.g., validate with stakeholders, initiate design phase)
- File saved to:
.pawbytes/prodig-suites/products/{product-slug}/
Headless Mode
When invoked with --headless or -H:
- Attempt to read active product from
.pawbytes/prodig-suites/active-product.md - If not found, scan for most recently modified product workspace
- Execute all stages without prompts
- Document any gaps or assumptions in signal notes
- Exit with status code 0 on success, 1 if minimum inputs not met
Quality Gates
| Stage | Gate Condition |
|---|---|
| Gather Inputs | At least 1 input file located |
| Validate Completeness | Minimum input threshold met OR documented decision to proceed |
| Synthesize Brief | All required brief sections populated |
| Preserve Signals | All evidence and uncertainties documented |
© pawbytes, 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 src/prodig/paw-ps-research-to-brief of pawbytes/skill-suites.
- SKILL.md
- references/01-gather-inputs.md
- references/02-validate-completeness.md
- references/03-synthesize-brief.md
- references/04-preserve-signals.md
Open the folder on GitHubat commit 547a6df
Compare with similar skills
Paw Ps Research To Brief 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 |
|---|---|---|---|---|---|---|
| Paw Ps Research To Brief this skillpawbytes/skill-suites | 113 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Customer ResearchNexus-JPF/note-companion | 870 | 6 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Creative Directorsmixs/creative-director-skill | 247 | — | ~5.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Audience ResearchScrapeCreators/social-media-research-skills | 3.4k | — | ~635 | Automated safety check: Notes | MIT | |
| Last 30 Days Trend Researchnexu-io/open-design | 100k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Bggg Data Redditbinggandata/bggg-skills | 605 | — | ~1.2k | Automated safety check: Pass | MIT |
Similar skills
Creative Director
smixs/creative-director-skill
AI creative director with recursive self-assessment. An agent skill from smixs/creative-director-skill.
Audience Research
ScrapeCreators/social-media-research-skills
A skill your agent uses when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments…
Last 30 Days Trend Research
nexu-io/open-design
Produces a cited Markdown briefing on recent community sentiment and social reaction to a topic, labeling every source it could not actually check.
Bggg Data Reddit
binggandata/bggg-skills
Collect auditable Reddit search results and full comment trees at scale, preserve the source JSON, and normalize posts and comments into analysis-ready JSONL.
Comment Mining
ScrapeCreators/social-media-research-skills
A skill your agent uses when the user wants to mine comments and replies for audience reactions, customer language, questions, objections, complaints, product ideas, buying intent, sentiment, or…
More from pawbytes/skill-suites
All 71 skills in this repoProdig Suites Setup
pawbytes/skill-suites
Installs the Prodig Suites product-creation module into a project, scaffolding its workspace folders and writing the shared and personal config files.
Video Clip Repurposing
pawbytes/skill-suites
Cuts long-form video into short platform-ready clips: finds strong moments, reframes for vertical, adds subtitles and brand overlays, and writes a clip manifest.
Paw Pa Generation
pawbytes/skill-suites
Assembles branded, export-ready proposals from brief, research, and pricing artifacts — type-adaptive for pitch, RFP, or scoping.
Proposal Brief Intake
pawbytes/skill-suites
Turns pasted text, audio, video or URLs from a client into a structured, completeness-checked brief.md for the first stage of a proposal pipeline.
Proposal Library Indexer
pawbytes/skill-suites
Turns case studies, past proposals and boilerplate dropped into a library inbox into structured, source-linked indexes for later proposal work.
Proposal Research Dossier Builder
pawbytes/skill-suites
Turns a structured sales brief into an evidence-backed HTML research dossier, matching indexed case studies locally and gathering client, tech-stack and pricing evidence from the web.
Related
Categories
Questions about Paw Ps Research To Brief
What does Paw Ps Research To Brief do?
Convert discovery, market, and audience research into a structured product brief. Paw Ps Research To Brief is an agent skill from pawbytes/skill-suites. Convert discovery, market, and audience research into a structured product brief.
When should I use Paw Ps Research To Brief?
Paw Ps Research To Brief fits situations like: tasks that involve Market research.
How do I install Paw Ps Research To Brief in Claude Code?
Run `npx skills add pawbytes/skill-suites --skill paw-ps-research-to-brief -a claude-code`. Or copy the skill folder (src/prodig/paw-ps-research-to-brief in pawbytes/skill-suites) into .claude/skills/paw-ps-research-to-brief in your project. Claude Code loads it when a task matches its description.
How do I install Paw Ps Research To Brief in Codex?
Run `npx skills add pawbytes/skill-suites --skill paw-ps-research-to-brief -a codex`. Or copy the skill folder (src/prodig/paw-ps-research-to-brief in pawbytes/skill-suites) into .agents/skills/paw-ps-research-to-brief in your project. Codex loads it when a task matches its description.
Can I use Paw Ps Research To Brief 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 pawbytes/skill-suites --skill paw-ps-research-to-brief -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paw-ps-research-to-brief, .gemini/skills/paw-ps-research-to-brief, .github/skills/paw-ps-research-to-brief and .opencode/skills/paw-ps-research-to-brief in your project.
What does Paw Ps Research To Brief need to run?
SKILL.md names no scripts, command-line tools or credentials: Paw Ps Research To Brief is instructions for the agent only.
Does Paw Ps Research To Brief 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 Paw Ps Research To Brief 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 Paw Ps Research To Brief use?
Paw Ps Research To Brief 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 Paw Ps Research To Brief use?
About 1.1k tokens (SKILL.md is roughly 4.2k 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 4.1k tokens, read only when the agent opens those files.
What are the alternatives to Paw Ps Research To Brief?
Skills that share tags, products or a category with Paw Ps Research To Brief: Customer Research (Nexus-JPF/note-companion, 870 stars), Creative Director (smixs/creative-director-skill, 247 stars), Audience Research (ScrapeCreators/social-media-research-skills, 3.4k stars) and Last 30 Days Trend Research (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paw Ps Research To Brief?
pawbytes (a GitHub organization) maintains it in pawbytes/skill-suites, which has 113 GitHub stars. The repository holds 71 skills in this directory. The repository was last updated on October 3, 2026.
Source: pawbytes/skill-suites on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.