com um clique
identify-assumptions
Assumption mapping expert that identifies, categorizes, and prioritizes product assumptions across 4-8 risk categories using devil's advocate analysis.
Menu
Assumption mapping expert that identifies, categorizes, and prioritizes product assumptions across 4-8 risk categories using devil's advocate analysis.
Baseado na classificação ocupacional SOC
Expert agile coaching: framework selection, maturity assessment, retrospective facilitation, transformation roadmaps. Use when selecting an agile framework, coaching teams, facilitating retrospectives, or designing a transformation.
Administer the Atlassian suite (Jira/Confluence): user provisioning, groups, SSO/SAML, permissions, security policies, marketplace apps, backups, and org-wide governance. Use for admin config, access management, and system optimization.
Structured PM 1:1 templates by partner type — manager, engineering-manager partner, designer, IC reports, cross-functional — grounded in Radical Candor, the GROW coaching model, and the Manager Tools 1:1 framework.
PM career ladder rubrics from APM through VP/CPO across product sense, execution, leadership, strategy, and communication. Includes gap analysis, growth planning, and promotion packet templates.
Structured PM interview preparation across product sense, execution, strategy, behavioral, and technical rounds, using CIRCLES, AARM, STAR, and the estimation framework. Calibrated to APM, PM, Senior PM, and Group PM rubrics.
30-60-90 day plan for a new PM joining a company or team, grounded in Michael Watkins' First 90 Days framework and the STARS situational diagnosis. Includes week-by-week plan, stakeholder map, 1:1 question bank, and first-PRD template.
| name | identify-assumptions |
| description | Assumption mapping expert that identifies, categorizes, and prioritizes product assumptions across 4-8 risk categories using devil's advocate analysis. |
| license | MIT + Commons Clause |
| metadata | {"version":"1.0.1","author":"borghei","category":"project-management","domain":"product-discovery","updated":"2026-06-15T00:00:00.000Z","python-tools":"assumption_tracker.py","tech-stack":"assumption-mapping, risk-matrix, teresa-torres, continuous-discovery"} |
Systematically identify, categorize, and prioritize the assumptions underlying your product decisions. This skill extends Teresa Torres' four risk categories with four additional categories for new products, and uses a devil's advocate approach from PM, Designer, and Engineer perspectives to surface hidden assumptions.
Risk Score = Impact x (1 - Confidence) ranks what to test first.assumption_tracker.py sorts by priority and suggests next actions.python3 scripts/assumption_tracker.py --demo # built-in sample (8 assumptions)
python3 scripts/assumption_tracker.py input.json # score & prioritize your assumptions
python3 scripts/assumption_tracker.py input.json --format json
Each assumption needs description, category (value/usability/viability/feasibility/ethics/gtm/strategy/team), confidence (high/medium/low), and impact (1-10). Document with assets/assumption_map_template.md.
Load the reference that matches the task — keep this file lean and pull detail on demand:
assumption_tracker.py usage and flags, output formats, troubleshooting, success criteria, and bibliography. Read when mapping or scripting assumptions.In Scope: systematic assumption identification using PM/Designer/Engineer devil's advocate perspectives; 8-category risk classification; quantitative scoring with Impact x (1 - Confidence); quadrant classification with suggested validation methods; assumption registry with priority sorting and action plans.
Out of Scope: running validation experiments (brainstorm-experiments/); product strategy or roadmap decisions (execution/outcome-roadmap/); technical feasibility deep-dives (engineering/ skills); financial modeling for viability (finance/ skills).
Important Caveats: confidence levels map to fixed numeric values (0.8/0.5/0.2) — a simplification of continuous confidence; the "high impact" threshold is 7/10, adjustable for your risk tolerance; assumption mapping works best collaboratively (Product Trio), not solo.
| Integration | Direction | Description |
|---|---|---|
brainstorm-ideas/ | Receives from | Ideas generated become the subjects whose assumptions are mapped |
brainstorm-experiments/ | Feeds into | "Test Now" assumptions become hypotheses for experiment design |
pre-mortem/ | Complements | Pre-mortem catches risks that assumption mapping may miss (especially elephants) |
execution/create-prd/ | Feeds into | Validated assumptions populate the PRD Assumptions section (Section 7) |
execution/brainstorm-okrs/ | Feeds into | Viability assumptions inform OKR key result selection and confidence levels |
senior-pm/ | Feeds into | High-impact assumptions feed into portfolio risk registers |