abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
@yogsoth-aiInstall SkillAutomation
Skill
/map-stakeholder-jobs
Represent stakeholder jobs, desired outcomes, pains, gains, dependencies, and conflicts relevant to the research target.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-jobs --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-jobs -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-jobs -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-jobs -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-jobs -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-jobs -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-jobs -a windsurf -y
SKILL.md
map-stakeholder-jobs.SKILL.mdname: map-stakeholder-jobs description: "Represent stakeholder jobs, desired outcomes, pains, gains, dependencies, and conflicts relevant to the research target."
map-stakeholder-jobs
Purpose
Represent stakeholder jobs, desired outcomes, pains, gains, dependencies, and conflicts.
Input contract
required: [stakeholder_set, research_target] optional: [interviews, observed_behaviors, service_context] constraints: [jobs must be stated as outcomes sought, not product features]
Procedure
1. Identify functional, social, and emotional jobs for each stakeholder. 2. Record desired outcomes, pains, gains, and dependencies. 3. Map conflicts between jobs and implications for the research target.
Output contract
produces: [job_map, outcome_register, pain_gain_map, conflict_map] delta_fields: [findings, hypothesis_updates, uncertainties, decisions]
Quality gates
- Each job has a stakeholder and evidence status; feature descriptions are not accepted as jobs.
Failure and counterexamples
Do not infer stakeholder priorities from organizational titles alone.
Provenance map
- `jobs-to-be-done-analysis`: concept (no exact pool entry).
- `job-mapping`: concept (no exact pool entry).
Ships withde-anthropocentric-research-engine
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
512200 skills
Stars on GitHub
Momentum
- stars in total
- 512
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Questions about map-stakeholder-jobs.
- Which coding agents can use map-stakeholder-jobs?
- map-stakeholder-jobs installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.