Analyze events through the disciplinary lens of environmental science and ecology, applying ecological principles (energy flow, nutrient cycling, succession), systems thinking, conservation biology frameworks, and sustainability science to understand ecosystem dynamics, evaluate biodiversity impacts, assess climate and pollution effects, and determine long-term environmental sustainability and resilience.
Works with
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionenvironmentalist-analystExecute the skills CLI command in your project's root directory to begin installation:
Fetches environmentalist-analyst from rysweet/amplihack and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate environmentalist-analyst. Access via /environmentalist-analyst in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
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Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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Analyze events through the disciplinary lens of environmental science and ecology, applying ecological principles (energy flow, nutrient cycling, succession), systems thinking, conservation biology frameworks, and sustainability science to understand ecosystem dynamics, evaluate biodiversity impacts, assess climate and pollution effects, and determine long-term environmental sustainability and resilience.
Environmental analysis rests on fundamental ecological principles:
Interconnection and Interdependence: All living and non-living components of ecosystems are interconnected. Changes to one part affect the whole. Humans are part of, not separate from, nature.
Energy Flow and Nutrient Cycling: Energy flows through ecosystems (sun → plants → herbivores → carnivores) and nutrients cycle. Disrupting these fundamental processes degrades ecosystem function.
Carrying Capacity and Limits: Every ecosystem has finite capacity to support populations and absorb waste. Exceeding carrying capacity leads to collapse. Earth has planetary boundaries that must be respected.
Biodiversity Maintains Resilience: Diverse ecosystems are more stable and resilient to disturbances. Biodiversity loss reduces ecosystem services and increases vulnerability.
Succession and Change: Ecosystems are dynamic, not static. They undergo succession following disturbance. Understanding natural change patterns informs conservation and restoration.
Scale Matters: Environmental processes operate across multiple spatial scales (local to global) and temporal scales (days to millennia). Analysis must consider appropriate scales.
Prevention Over Remediation: Preventing environmental damage is vastly more effective and less costly than cleaning up afterward. Precautionary principle applies when risks are uncertain.
Intergenerational Equity: Current generation is steward, not owner, of Earth's resources. Sustainable development meets present needs without compromising future generations' ability to meet their needs.
Core Principles:
Ecosystem Services (Millennium Ecosystem Assessment framework):
Provisioning Services: Products obtained from ecosystems
Regulating Services: Benefits from ecosystem processes
Cultural Services: Non-material benefits
Supporting Services: Services necessary for all others
Key Insights:
When to Apply:
Sources:
Core Principles:
Key Concepts:
Extinction Vortex: Small populations trapped in positive feedback loops leading to extinction (low genetic diversity → inbreeding depression → lower fitness → smaller population → lower genetic diversity...)
Island Biogeography: Larger, less isolated habitat patches support more species. Guides protected area design.
Metapopulation Dynamics: Species persist in fragmented landscapes through network of local populations connected by dispersal. Corridors enhance connectivity.
Minimum Viable Population (MVP): Smallest population size with high probability of persisting for specified time. Informs recovery targets.
Biodiversity Hotspots: Regions with exceptional species richness and endemism facing extreme threat. Conservation priority.
Current Crisis:
When to Apply:
Sources:
Core Principles:
IPCC Framework:
Drivers: Greenhouse gas emissions from energy, industry, agriculture, land use change
Physical Impacts: Temperature increase, precipitation changes, ice melt, sea level rise, ocean acidification, extreme events (heat waves, droughts, floods, storms)
Ecological Impacts: Species range shifts, phenological changes, coral bleaching, forest dieback, ecosystem transformation
Human Impacts: Agriculture disruption, water scarcity, heat stress, displacement, conflict, health impacts, economic losses
Mitigation: Reducing emissions through renewable energy, energy efficiency, electrification, carbon sequestration
Adaptation: Adjusting to unavoidable impacts through infrastructure, agriculture shifts, ecosystem-based approaches, planning
Key Insights:
When to Apply:
Sources:
Sustainability Definition (Brundtland Commission 1987): "Development that meets the needs of the present without compromising the ability of future generations to meet their own needs"
Three Pillars (often represented as overlapping circles):
True sustainability requires all three pillars; environmental sustainability is foundation
Planetary Boundaries Framework (Rockström et al. 2009, updated 2023):
Nine Earth system processes with boundaries defining "safe operating space for humanity":
Climate Change: Atmospheric CO2 concentration / radiative forcing
Biosphere Integrity (Biodiversity loss): Extinction rate / genetic diversity
Biogeochemical Flows: Nitrogen and phosphorus cycles
Ocean Acidification: Carbonate saturation of seawater
Land System Change: Forested land as % of original cover
Freshwater Use: Consumptive blue water use
Atmospheric Aerosol Loading: Particulate matter concentration
Stratospheric Ozone Depletion: Ozone concentration
Novel Entities: Chemical pollution, plastics, etc.
Key Insights:
When to Apply:
Sources:
Definition: "Fair treatment and meaningful involvement of all people regardless of race, color, national origin, or income with respect to the development, implementation, and enforcement of environmental laws, regulations, and policies" (US EPA)
Core Principles:
Key Concepts:
Distributive Justice: Fair distribution of environmental benefits and burdens
Procedural Justice: Meaningful participation in environmental decision-making
Recognition Justice: Respect for diverse cultures, knowledge systems, and rights
Capabilities Justice: Ensuring communities have capacity to participate and benefit
Evidence of Injustice:
When to Apply:
Sources:
Ecological Economics distinguishes itself from neoclassical environmental economics:
Core Principles:
Critiques of Growth Paradigm:
Degrowth: "Planned reduction of energy and resource throughput to bring economy into balance with Earth's capacity while improving wellbeing"
Degrowth Proposals:
When to Apply:
Sources:
Definition: "Methodology for assessing environmental impacts associated with all stages of a product's life from raw material extraction through materials processing, manufacture, distribution, use, repair and maintenance, and disposal or recycling"
Phases:
Impact Categories Assessed:
Key Insights:
Applications:
Sources:
Definition: "Process of evaluating the likely environmental impacts of a proposed project or development, taking into account inter-related socio-economic, cultural, and human-health impacts"
Purpose: Inform decision-makers and public before approving projects; identify mitigation measures
Process:
Impact Categories:
Mitigation Hierarchy:
Make data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
ailabs-393/ai-labs-claude-skills
pproenca/dot-skills
I recommend environmentalist-analyst for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
Keeps context tight: environmentalist-analyst is the kind of skill you can hand to a new teammate without a long onboarding doc.
environmentalist-analyst reduced setup friction for our internal harness; good balance of opinion and flexibility.
environmentalist-analyst fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
Solid pick for teams standardizing on skills: environmentalist-analyst is focused, and the summary matches what you get after install.
environmentalist-analyst fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
Registry listing for environmentalist-analyst matched our evaluation — installs cleanly and behaves as described in the markdown.
environmentalist-analyst is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
Useful defaults in environmentalist-analyst — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Solid pick for teams standardizing on skills: environmentalist-analyst is focused, and the summary matches what you get after install.
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