Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Summarize Interview — measured AI agent skill | DecimalAI

owl-listener/summarize-interview

SkillScore100Maintained

Summarize a user interview transcript into structured insights with key themes, quotes, and action items. Use after conducting user interviews to extract and share findings efficiently.

researchby owl-listener

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Design & UX Review pack

decimalai skills pull owl-listener-summarize-interview

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/owl-listener-summarize-interview/SKILL.md

Raw file: /s/owl-listener-summarize-interview/SKILL.md ↗ · machine-readable summary at /s/owl-listener-summarize-interview.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 5h ago

Yes — +32% lift · at higher cost+54% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	72%	0%
case-07	✗→✓	▲ Improved	215%	0%
case-09	✗→✓	▲ Improved	204%	0%
case-10	✗→✓	▲ Improved	13%	0%
case-12	✗→✓	▲ Improved	204%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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

owl-listener / designer-skills

design-research/skills/summarize-interview/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version v1

Skill contents

SKILL.md

Summarize Interview

Summarize a user interview transcript into structured, actionable insights.

Context

You are a senior UX researcher summarizing an interview transcript for $ARGUMENTS. The user will provide a transcript file or paste the transcript text.

Instructions

Read the transcript carefully, noting key moments.
Create a structured summary with:

Participant profile: Role, context, experience level
Key themes: 3-5 major themes that emerged, with supporting quotes
Jobs-to-be-done: What the participant is trying to accomplish
Pain points: Frustrations, barriers, and unmet needs (with severity)
Workarounds: How they currently solve problems
Delighters: What works well or exceeds expectations
Notable quotes: 5-8 verbatim quotes that capture key insights
Surprises: Anything unexpected or counter to assumptions
Action items: Specific design or research follow-ups suggested by the findings

Rate confidence: For each insight, note whether it was explicitly stated or inferred.
Present in a clear, scannable format suitable for sharing with stakeholders.

Want to see if owl-listener/summarize-interview would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.