working-backwards
Skill1 starsChanged 2 months agoMPL-2.0View on GitHub
Use when the user asks to create an Amazon-style Working Backwards artifact or serious written decision artifact before discussion. Use for PR/FAQ, PRFAQ, press release FAQ, internal press release, six-page narrative memo, narrative decision memo, one-way door versus two-way door decision framing, memo-read meeting protocol, decision log, customer-backward product or service design, replacing slides with a memo, or a major product, strategy, operating model, pricing, governance, board, or executive approval decision that needs written reasoning before debate. Use when the user says working backwards, Amazon method, write the decision memo, draft the PR/FAQ, start from the customer outcome, or make this board-grade before discussion. Do not use for routine status updates, simple PRDs, feature specs, lightweight SOPs, casual brainstorming, small reversible approvals, generic strategy notes, or generic mental-model explanations. If the primary task is a PRD or feature requirements document, use create-prd. If the primary task is product direction or strategy canvas work without a decision memo, use product-strategy. If the primary task is failure-first risk testing, use pre-mortem. If the primary task is delivery sequencing, roadmap, dependency tree, or WBS, use wbs-artifact-planner. If the primary task is a controlled SOP, policy, workflow, or governance artifact, use ssot-drafter.
10 other projects use a version of this.
Adopted by
Most recently taken up by
- arieshyde/skillstheir own version, first seen Nov 1, 2026
- 5hirish/ducttheir own version, first seen Nov 1, 2026
- Sach1ng/PM-operating-OStheir own version, first seen Nov 1, 2026
- skills-agents-co/skills-and-agents-librarytheir own version, first seen Oct 15, 2026
- marcos-sponton/frameworks-as-skillstheir own version, first seen Oct 13, 2026
- robisson/build-like-amazon-agent-skillstheir own version, first seen Oct 5, 2026
Other versions10 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 10
- robisson/build-like-amazon-agent-skills★ 16same name
- 5hirish/duct★ 8same name
- fcescob/working-backwards★ 3same name
- Sach1ng/PM-operating-OS★ 3same name
- andrewluxem/working-backwards★ 1same name
- ianklassen/ai-pm-system★ 1same name
- marcos-sponton/frameworks-as-skills★ 1same name
- skills-agents-co/skills-and-agents-library★ 1same name
- arieshyde/skills★ 0same name
- tomaszstaniak/pm-ai-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository51 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .agents/skills/composition-patterns/AGENTS.mdAGENTS.md
- .agents/skills/react-best-practices/AGENTS.mdAGENTS.md
- .agents/skills/react-native-skills/AGENTS.mdAGENTS.md
- .agents/skills/vercel-optimize/AGENTS.mdAGENTS.md
- templates/CLAUDE.mdCLAUDE.md
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- artifact-system-designerSkill
- artifact-validation-workflowSkill
- catalogue-routerSkill
- chat-export-capability-minerSkill
- cli-creatorSkill
- code-review-graphSkill
- codex-coding-os-masterSkill
- codex-design-artifactsSkill
- vercel-composition-patternsSkill
- create-prdSkill
- crisis-command-centerSkill
- customer-journey-mapSkill
- deep-criticSkill
- defensive-security-checklistSkill
- docSkill
- evidence-checkerSkill
- external-skill-overlay-packSkill
- grill-meSkill
- grill-with-docsSkill
- humanizerSkill
- improve-codebase-architectureSkill
- new-project-documentation-systemSkill
- pdfSkill
- playwrightSkill
- postgres-security-best-practicesSkill
- pre-mortemSkill
- process-docsSkill
- product-strategySkill
- project-session-continuitySkill
- quality-improvement-problem-solvingSkill
- quant-reviewSkill
- vercel-react-best-practicesSkill
- vercel-react-native-skillsSkill
- security-best-practicesSkill
- security-ownership-mapSkill
- security-threat-modelSkill
- ssot-auditorSkill
- ssot-drafterSkill
- storyscope-structural-auditSkill
- support-docsSkill
- technical-docs-packSkill
- vercel-optimizeSkill
- vexor-cliSkill
- wbs-artifact-plannerSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
20 rules. 0 are common, 18 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 9 edited versions we read keep these.
18
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
Licensed with conditions — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 9 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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