Agent skill

Competitive Research Snapshot

by deanpeters in deanpeters/Product-Manager-Skills

Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications.

Custom licenceAuto-check passed

Install Competitive Research Snapshot

skills CLI
$ npx skills add deanpeters/Product-Manager-Skills --skill competitive-research-snapshot -a claude-code

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

GitHub CLI
$ gh skill install deanpeters/Product-Manager-Skills competitive-research-snapshot --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/deanpeters/Product-Manager-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/competitive-research-snapshot .claude/skills/competitive-research-snapshot && 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
competitive-research-snapshot
GitHub stars
7.2k
Token cost
~2.5k tokens
SKILL.md length
937 words
Files
4
Skills in repo
75
Repo updated
First seen
Licence
Custom licence

At a glance

Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications.

  • Works in 5 steps: Credit inline context, then ask only the… → Show the 3-bullet search plan — what… → Select competitors — provided ones, or… → …
  • A product decision needs competitive grounding
  • SKILL.md covers Purpose, Input, Key Concepts and Application, plus 3 more sections
  • Reaches github.com

What it does

Competitive Research Snapshot is an agent skill from deanpeters/Product-Manager-Skills. Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications. Use when a product decision needs competitive grounding, not a market report.

Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `examples/sample-industrial.md`, `examples/sample.md` and `template.md`).

The repository describes itself as: Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.

When your agent uses it

  • A product decision needs competitive grounding
  • Not a market report

Example prompts

  • “/competitive-research-snapshot”

Workflow steps

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

  1. Credit inline context, then ask only the unanswered questions (max 3)
  2. Show the 3-bullet search plan — what you'll search, source types, how facts will be separated
  3. Select competitors — provided ones, or top 3 identified (4 only if clearly needed). For each
  4. Research in Just Enough Mode with mixed sources: company sites, product/pricing pages,
  5. Emit the schema below exactly — it is a stable schema for diffing runs over time.

What it can do on your machine

Read from SKILL.md and the folder at commit 1b5a524. 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

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    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

Competitive Research Snapshot loads about 2.5k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 937 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~52
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 937 words (~2,471 tokens).

“Research a company's competitive landscape using a workflow, not a one-shot answer: search plan → competitor selection → just-enough research → fact/inference labels → real URL citations → next-step options. The output is a decision-support snapshot, not a market report…”

— opening of SKILL.md by deanpeters, Custom licence
name
competitive-research-snapshot
argument-hint
[company/product/segment, and the decision it supports]
intent
Autonomous competitive research as a workflow: search plan, competitor selection, just-enough research, Fact/Inference/Assumption labels, real URL citations…
type
workflow
theme
market-intelligence
best_for
Grounding a positioning, roadmap, or deal-support decision in cited competitive evidence, Creating the baseline snapshot that the competitive intel watch…
scenarios
We're rewriting our positioning next sprint — get me a cited read on our top three competitors, Sales keeps losing to one rival; I need evidence on where…
estimated_time
20-40 min per run

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files in skills/competitive-research-snapshot of deanpeters/Product-Manager-Skills.

  • SKILL.md
  • examples/sample-industrial.md
  • examples/sample.md
  • template.md

Open the folder on GitHubat commit 1b5a524

Compare with similar skills

Competitive Research Snapshot 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.

Competitive Research Snapshot compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Competitive Research Snapshot this skilldeanpeters/Product-Manager-Skills7.2k—~2.5kAutomated safety check: PassCustom licence
Competitive Landscapewshobson/agents40k—~3kAutomated safety check: PassMIT
Competitive Report Structureaffaan-m/ECC277k1 repos~2.1kAutomated safety check: PassMIT
Competitive Platform Analysisaffaan-m/ECC277k1 repos~3kAutomated safety check: PassMIT
Competitive Landscapeaiskillstore/marketplace4338 repos~291Automated safety check: PassNone
Vendor Comparison Matrixmohitagw15856/pm-claude-skills1.4k—~1.6kAutomated safety check: PassMIT

Similar skills

  • Competitive Landscape

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  • Assemble scored competitor profile cards (from benchmark-methodology) into a decision-grade competitive report with landscape map, competitor tiers, benchmarking matrix, white-space analysis…

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Questions about Competitive Research Snapshot

What does Competitive Research Snapshot do?

Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications. Competitive Research Snapshot is an agent skill from deanpeters/Product-Manager-Skills. Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications.

When should I use Competitive Research Snapshot?

Competitive Research Snapshot fits situations like: A product decision needs competitive grounding; not a market report.

How do I install Competitive Research Snapshot in Claude Code?

Run `npx skills add deanpeters/Product-Manager-Skills --skill competitive-research-snapshot -a claude-code`. Or copy the skill folder (skills/competitive-research-snapshot in deanpeters/Product-Manager-Skills) into .claude/skills/competitive-research-snapshot in your project. Claude Code loads it when a task matches its description.

How do I install Competitive Research Snapshot in Codex?

Run `npx skills add deanpeters/Product-Manager-Skills --skill competitive-research-snapshot -a codex`. Or copy the skill folder (skills/competitive-research-snapshot in deanpeters/Product-Manager-Skills) into .agents/skills/competitive-research-snapshot in your project. Codex loads it when a task matches its description.

Can I use Competitive Research Snapshot 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 deanpeters/Product-Manager-Skills --skill competitive-research-snapshot -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/competitive-research-snapshot, .gemini/skills/competitive-research-snapshot, .github/skills/competitive-research-snapshot and .opencode/skills/competitive-research-snapshot in your project.

What does Competitive Research Snapshot need to run?

SKILL.md names no scripts, command-line tools or credentials: Competitive Research Snapshot is instructions for the agent only.

Does Competitive Research Snapshot access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Competitive Research Snapshot 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 Competitive Research Snapshot use?

Competitive Research Snapshot has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Competitive Research Snapshot use?

About 2.5k tokens (SKILL.md is roughly 9.9k 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 Competitive Research Snapshot?

Skills that share tags, products or a category with Competitive Research Snapshot: Competitive Landscape (wshobson/agents, 40k stars), Competitive Report Structure (affaan-m/ECC, 277k stars), Competitive Platform Analysis (affaan-m/ECC, 277k stars) and Competitive Landscape (aiskillstore/marketplace, 433 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Competitive Research Snapshot?

deanpeters (a GitHub user) maintains it in deanpeters/Product-Manager-Skills, which has 7,224 GitHub stars. The repository holds 75 skills in this directory. The repository was last updated on September 1, 2026.

Source: deanpeters/Product-Manager-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.