Ambiguity Resolver
Turns a stakeholder's vague handed-down brief into a scoped problem statement with a named decision owner.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 16, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 226e421
Gave both a baseline PM and the skill the same handed-down brief ('CEO says we need to do something about retention, no detail'); only the skill's output produced an explicit out-of-scope boundary and a named decision owner — exactly the two things its description promises as its differentiator from a generic drill-down.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 8/10
- Docs & honesty 5/5
What Ambiguity Resolver does
For PMs who get handed a vague ask from above ('we need to do something about retention'), this skill runs a 3-stage Reframe/Scope/Action process into a fixed 'Problem Brief' output — explicit in/out-of-scope boundaries, a named decision owner, and 2-3 minimum-viable research activities with time estimates. It deliberately does not cover the PM's own vague problem (a separate drill-down handles that), only requests that originated from someone else.
How to install Ambiguity Resolver
git clone https://github.com/lenar-amirov/product-pipeline-public
mkdir -p ~/.claude/skills
cp -r product-pipeline-public/.claude/skills/ambiguity-resolver ~/.claude/skills/ambiguity-resolver
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Ambiguity Resolver
-
/ambiguity-resolverTurns a stakeholder's vague handed-down brief into a scoped problem statement with a named decision owner.
It also activates on plain-language prompts like these:
-
the CEO just said fix retention with zero detail, help me scope this -
turn this vague executive ask into a concrete problem brief -
who should own the decision on this handed-down retention project?
Frequently asked questions
- Is the Ambiguity Resolver skill free?
- Yes. The skill itself is free from lenar-amirov/product-pipeline-public. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Ambiguity Resolver work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 16, 2026. Verdict: Tested · Works. Gave both a baseline PM and the skill the same handed-down brief ('CEO says we need to do something about retention, no detail'); only the skill's output produced an explicit out-of-scope boundary and a named decision owner — exactly the two things its description promises as its differentiator from a generic drill-down.
- What is the Ambiguity Resolver SkillProof Score?
- 9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 5/5.
- How do I install Ambiguity Resolver?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Ambiguity Resolver with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.