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/map-stakeholder-system

Model the research system from stakeholder and boundary perspectives: define what is inside/outside the system, identify stakeholder jobs and stakes, classify salience, and expose conflicts that alter problem framing or feasibility.

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de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-stakeholder-system --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/map-stakeholder-system

Context preview

The summary Claude sees to decide when to auto-load this skill.

Model the research system from stakeholder and boundary perspectives: define what is inside/outside the system, identify stakeholder jobs and stakes, classify salience, and expose conflicts that alter problem framing or feasibility.

SKILL.md

map-stakeholder-system.SKILL.md
name: map-stakeholder-system
description: "Model the research system from stakeholder and boundary perspectives: define what is inside/outside the system, identify stakeholder jobs and stakes, classify salience, and expose conflicts that alter problem framing or feasibility."

map-stakeholder-system

Purpose

Model stakeholders and system boundaries, classify salience, and expose conflicts that alter framing or feasibility.

Input contract

mode_contracts:
  critical-systems-heuristics: &stakeholder_input
    required: [target_system, stakeholder_set]
    optional: [boundary_candidates, stakeholder_evidence, contested_interests]
    constraints: [inside_outside_boundary_and_stakeholder_claims_must_be_explicit]
  jobs-to-be-done: *stakeholder_input
  stakeholder-salience: *stakeholder_input

Execution protocol

Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.

1. You MUST load skill `assess-system-boundary` to assess the system boundary. 2. You MUST load skill `construct-perspective-set` to construct the stakeholder perspective set. 3. Apply the selected mode's stakeholder analysis operation. 4. You MUST load skill `map-disagreement` to map substantive disagreement and neglected voices. If a stakeholder worldview requires changing the problem frame, consider `problem-reframing`. If stakeholder constraints determine feasibility or readiness, consider `analyze-constraints-readiness`. Deviation: boundary alternatives may branch; retain each material boundary and its consequences.

Mode branches

  • `critical-systems-heuristics`: test who defines the system boundary, whose interests it serves, and which excluded effects change the feasibility judgment.
  • `jobs-to-be-done`: map each stakeholder's functional, social, and emotional job so the system model reflects the outcomes they actually seek. You MUST load skill `map-stakeholder-jobs` to map those functional, social, and emotional jobs.
  • `stakeholder-salience`: classify stakeholder power, legitimacy, and urgency with evidence, making priority and neglected voices explicit. You MUST load skill `classify-stakeholder-salience` to classify power, legitimacy, and urgency.

Output contract

mode_contracts:
  critical-systems-heuristics:
    produces: [system_boundary, perspective_set, disagreement_map]
    delta_fields: [findings, assumption_updates, uncertainties, decisions, open_questions]
  jobs-to-be-done:
    produces: [stakeholder_job_map, perspective_set]
    delta_fields: [findings, assumption_updates, uncertainties, decisions, open_questions]
  stakeholder-salience:
    produces: [salience_map, perspective_set, disagreement_map]
    delta_fields: [findings, assumption_updates, uncertainties, decisions, open_questions]

Thresholds and quality gates

  • B: each stakeholder has a role/job and evidence status; boundary choices expose included and excluded effects; conflicts are not silently averaged.

Failure and counterexamples

Reject maps that treat absent voices as absent stakes or that hide boundary-dependent feasibility changes.

Provenance map

  • `deep-insight/stakeholder-mapping`, `critical-systems-heuristics`, `jobs-to-be-done-analysis`, `stakeholder-salience-analysis`: resolved/concept per exact lookup.
  • Status: `deep-insight/stakeholder-mapping` resolved; the other three are concept (no exact v3 node).

Preserved source criteria ledger

  • Preserve boundary, perspective, jobs-to-be-done, salience, and disagreement semantics.

Context checkpoint / Delta notes

Append boundary changes, stakeholder evidence, salience changes, and unresolved conflicts.

Read more
Ships withde-anthropocentric-research-engine

The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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Repo: yogsoth-ai/de-anthropocentric-research-engine