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Product Manager Toolkit · borghei | DecimalAI

productivityby borghei

Product Manager Toolkit

borghei/product-manager-toolkit

Source borghei/claude-skills ↗License NOASSERTION

Product manager toolkit covering RICE prioritization, customer interview analysis, PRDs, and discovery frameworks.

SkillScore96Maintained

Automatic

Product Management pack

Last verified 8/21/2026

What it changes

Passed 22 of 23 test cases with the skill, and 14 of 23 without it.

Without skill63%

With skill96%

Checks it passed that the model alone missed

Specifies a target velocity of under 2 hours.
Maps Extra-Large (XL) effort to 13 person-months.
Specifies a 6-8 week timeline for a Standard PRD.

and 5 more in the full report

8 fixed15 passed either way1 still failing0 broke

Pass-rate lift: +33 pp
Tokens: +286%
Agent turns: 0%
Response time: -42%

Model gemini-3.6-flashMeasured 8/21/2026v123 of 24 cases passed with skill · 23 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/borghei-product-manager-toolkit/SKILL.md https://app.decimal.ai/s/borghei-product-manager-toolkit/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add borghei-product-manager-toolkit, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/borghei-product-manager-toolkit/ and pins it in .decimal/skills.lock

decimalai skills add borghei-product-manager-toolkit

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/borghei-product-manager-toolkit/SKILL.md https://app.decimal.ai/s/borghei-product-manager-toolkit/SKILL.md

Raw file: /s/borghei-product-manager-toolkit/SKILL.md ↗ · machine-readable summary at /s/borghei-product-manager-toolkit.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

We are planning a simple feature build managed by a single engineering squad. What completion timeline range is targeted when choosing a One-Page PRD template?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies a 2-4 week timeline for a One-Page PRD.	Missed	Passed

case-08 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md731 lines5 filesincludes scripts

Product Manager Toolkit

Essential tools and frameworks for modern product management, from discovery to delivery.

Quick Start
Core Workflows
Tools Reference
- RICE Prioritizer
- Customer Interview Analyzer
Input/Output Examples
Integration Points
Common Pitfalls

Clarify First

Before generating, confirm these inputs. If any is unknown or vague, ASK — do not assume:

Which deliverable — RICE prioritization, interview synthesis, PRD, or positioning statement (sets which workflow, template, and inputs apply)
The core problem and who has it — one sentence in the user's words (drives the PRD problem statement and JTBD)
Success metric — the measurable outcome that defines "it worked" (drives PRD success metrics and RICE impact)
Scope boundary — what is explicitly out (drives RICE effort estimates and PRD out-of-scope)

Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.

Quick Start

For Feature Prioritization

# Create sample data file
python scripts/rice_prioritizer.py sample

Track record

Benchmark

22 / 23

test cases passed, vs 14 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

borghei / claude-skills

product-team/product-manager-toolkit/SKILL.md

View on GitHub ↗

License MIT + Commons ClauseImported 8/3/2026Version v1Bundled 4 files · scripts

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Ready to supercharge your AI agents?

See it in action

What's inside

Product Manager Toolkit

Table of Contents

Clarify First

Quick Start

For Feature Prioritization

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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