Individual skill
jtbd
Terminal-first JTBD engine for founders and product people. Interview fast, kill jargon, capture real switching forces (Push/Pull/Habit/Anxiety), score opportunities, and export structured artifacts (JSON + one-pager + messaging angles + GTM brief). Use when the user says "help me figure out what to build", "analyze these customer reviews", "what are people actually hiring this for", "I need messaging for my product", "turn this interview into insights", "what should I prioritize", or any variation of articulating what a project does, why it matters, who it's for, or converting interview/review/transcript signal into a decision-grade brief. Triggers on "describe my project", "JTBD", "jobs to be done", "switching forces", or "mine these reviews".
humane/skills/jtbd/SKILL.md
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- Last checked
- Nov 5, 2026
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- Repository last updated
- Oct 15, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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.gitignoreasset · 34 bytesSKILL.mdcore · 17,638 bytesSKILL.mdcore · 17,638 bytesSKILL.mdcore · 17,638 bytesSKILL.mdcore · 17,638 bytesSKILL.mdcore · 17,638 bytesSKILL.mdcore · 17,638 bytesagents/openai.yamlasset · 118 bytesreferences/granularity_fixes.mddoc · 3,013 bytesreferences/jargon_blacklist.mddoc · 3,708 bytesreferences/job_map.mddoc · 2,754 bytesreferences/odi.mddoc · 3,423 bytesreferences/output-schema.mddoc · 1,748 bytesreferences/review_taxonomy.mddoc · 5,055 bytesreferences/superpowers_handoff.mddoc · 3,485 bytesreferences/switch_forces.mddoc · 5,753 bytesscripts/graph.pyruns · 15,425 bytesscripts/ingest_transcript.pyruns · 9,646 bytesscripts/mine_reviews.pyruns · 15,865 bytesscripts/odi_score.pyruns · 322 bytesscripts/report.pyruns · 18,092 bytesscripts/validate_granularity.pyruns · 4,145 bytesscripts/validate_outcome.pyruns · 2,375 bytestemplates/data.jsonasset · 121,960 bytestemplates/example_bad_then_fixed.jsonasset · 4,486 bytestemplates/example_good.jsonasset · 2,269 bytestemplates/graph.htmlasset · 126,955 bytestemplates/gtm-brief.mddoc · 1,993 bytestemplates/messaging-angles.mddoc · 2,050 bytestemplates/one-pager.mddoc · 1,157 bytestemplates/review-brief.mddoc · 1,424 bytestests/test_graph.pyruns · 9,987 bytestests/test_ingest_transcript.pyruns · 13,413 bytestests/test_mine_reviews.pyruns · 11,131 bytestests/test_odi_score.pyruns · 667 bytestests/test_report.pyruns · 8,024 bytestests/test_validate_granularity.pyruns · 3,570 bytestests/test_validate_outcome.pyruns · 1,727 bytes
Read excerpt
# JTBD Project Describer
**Announce at start:** "I'm using the humane:jtbd skill to capture the job and its switching forces."
## Purpose
Conduct a focused Jobs-to-Be-Done interview for one project and emit a decision-grade artifact bundle. The bundle contains a machine-readable `jtbd.json`, a shareable `one-pager.md`, and a `messaging-angles.md` derived from Switch forces. Ingest voice transcripts or review exports when available.
## When to invoke
- "Describe my project in JTBD."
- "Turn this interview transcript into a JTBD brief."
- "Mine these reviews for jobs."
- "I need messaging from this product idea."