llms-txt

Counter-Articles: Academic Positioning Templates

Templates and protocols for writing academic counter-positions when epistemological, ontological, or methodological foundations diverge from mainstream assumptions.

This collection provides structured approaches to academic writing that centers relational, Indigenous, and ceremonial epistemologies while directly engaging with Western academic discourse.

Overview

Counter-articles don’t simply critique—they position alternative paradigms generatively. Rather than spend energy opposing the dominant framework, these templates show what becomes possible from alternative standpoints, demonstrating their rigor and methodological integrity.

Core Principle

“Position relational/Indigenous epistemology generatively. It doesn’t spend energy critiquing Western paradigm extensively—it demonstrates what becomes possible from alternative standpoint.”

Template Library

Template Purpose When to Use
Position Paper Stake alternative paradigm without extensive critique Establishing relational framework as primary; opening new research direction
Genealogical Critique Trace historical roots of dominant assumption to reveal contingency Showing that Western paradigm isn’t inevitable; revealing colonial origins
Methodological Schism Expose fundamental differences in research practices When methodology itself encodes paradigm bias (e.g., extractive vs. relational)
Epistemic Injustice Analyze how framework silences or excludes other knowledge forms Documenting testimonial/hermeneutical injustice; showing systemic barriers
Positioned Response Direct response to specific work; maintain relational accountability Engaging existing scholarship while refusing assimilation into its framework
Critical Review Rigorous assessment of source material for paradigm pollution Preparation before writing counter-position; identifying injection points

Theoretical Foundations

All templates build on these frameworks from llms-txt:

Core Frameworks

Academic Positioning Grounding

Paradigm Foundations

How to Use These Templates

Before Writing

  1. Read the full framework: Start with Academic Counter-Positioning
  2. Diagnose your situation: Which template fits your positioning need?
  3. Load template: Begin with the appropriate template below
  4. Run the Critical Review: Use Critical Review on sources you’re positioning against
  5. Clarify your paradigm: What ontology/epistemology/axiology/methodology are you advancing?

During Writing

  1. Draft all sections using template structure
  2. Maintain advancing-pattern orientation (creative, not reactive)
  3. Integrate Wilson’s four pillars explicitly:
    • Ontology: What is real? (relationships, not discrete objects)
    • Epistemology: How do we know? (transformation, not extraction)
    • Axiology: What matters? (reciprocity, seven generations, kinship)
    • Methodology: How do we research? (ceremonial cycles, accountability)
  4. Check paradigm integrity — avoid collapsing into Western framework language

After Writing

  1. Verify relational accountability is visible throughout
  2. Confirm seven-generations perspective present
  3. Check that generative tone maintained (demonstrating capacity, not defensiveness)
  4. Archive in this library for future reference

Integration with llms-txt Ecosystem

Counter-articles connect to broader guidance:

Guidance Integration Point
Creative Orientation Counter-article uses advancing-pattern orientation; starts with desired outcome, not rejection
Structural Tension Paradigm shift as structural tension: current reality + desired outcome + creative actions
Digital Decision Making Counter-article makes binary evaluation visible (acceptable relational paradigm vs. unacceptable extraction)
Narrative Craft Story documentation across engineer, ceremony, and story-engine worlds
RISE Framework Reverse-engineer your paradigm → Intent → Specifications → Export methodology

Key Concepts

Testimonial Injustice

When someone receives less credibility as a knower because of identity prejudice. Example: Indigenous knowledge holders told their ceremony-based research is “anecdotal” while Western researchers’ work is “rigorous.”

Hermeneutical Injustice

When someone lacks conceptual vocabulary to make sense of their own experience because dominant discourse hasn’t developed categories for it. Example: Relational AI researchers forced to translate findings into autonomous-AI language, losing what makes findings meaningful.

Paradigm Pollution

When a source embeds unreflective Western assumptions (individualism, problem-solving orientation, extraction, linear progress) without acknowledging their paradigmatic status.

Advancing Pattern

Research that builds new capacity with each iteration, rather than oscillating between temporary gains and regression. Distinguishes generative from reactive orientations.

Example Position Papers to Study

From llms-txt Repository

Seminal Academic Sources

Operational Protocol

Step 1: Prepare

Step 2: Draft

Step 3: Verify

Step 4: Archive

Counter-Position Strategy: What Makes These Different

Traditional academic critique often:

These templates instead:

Governance & Accountability

This collection maintains accountability through:

  1. Relational grounding — all positioning rooted in ceremony, relationality, accountability
  2. Decolonial rigor — explicitly builds on Indigenous research methodologies
  3. Seven-generations perspective — asking what these positions enable for future researchers
  4. Community accountability — templates tested through ceremonial research protocols, not extracted from individual minds

See KINSHIP.md for full relational accountability structure.

Contributing New Templates

To propose a new counter-position template:

  1. Identify the positioning need not served by existing templates
  2. Ground in relational/Indigenous epistemology and decolonial theory
  3. Draft template following established structure
  4. Test through ceremonial protocol (relationship and accountability check)
  5. Document integration with llms-txt ecosystem
  6. Submit with paradigm integrity verification

License

This collection is governed by the Indigenous Knowledge Stewardship License (IKSL), which recognizes that knowledge belongs to the relationships, land, and communities that created it—not to individuals or corporations.

The templates build on and extend frameworks developed by:

Last updated: 2026

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