Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

Back to skills

Constraint Breaking

ASecurity

Orchestrate the full constraint-breaking cycle: extract conflict, challenge assumptions, project resolution

417 stars
0 votes
0 copies
0 views
Added 6/2/2026
researchgoexpress

Security Analysis

A100/100

Scanned 6/2/2026

Install to Claude Code

$npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill constraint-breaking --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Constraint Breaking?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Constraint Breaking
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/yogsoth-ai-constraint-breaking/badge)](https://www.skillsdirectory.com/skills/yogsoth-ai-constraint-breaking)

More formats (shields.io, HTML) on the badges page.

Download Zip
Files
SKILL.md
---
name: constraint-breaking
description: "Orchestrate the full constraint-breaking cycle: extract conflict, challenge assumptions, project resolution"
version: 1.0.0
category: experiment-execution
type: tactic
used-by: constraint-analysis
orchestrates:
  - core-conflict-extraction
  - assumption-challenging
  - future-reality-projection
---

# Tactic: Constraint Breaking

## Orchestration Pattern

1. **Extract Core Conflict** → spawn `core-conflict-extraction`
   - Input: the binding constraint expressed as a dilemma
   - Output: Evaporating Cloud (A-B-C-D-D') with assumptions on each arrow
   - If constraint is not a dilemma, reframe: "We need X" vs "We cannot have X because Y"

2. **Challenge Assumptions** → spawn `assumption-challenging`
   - Input: all assumptions from the EC (typically 8-15 assumptions across 4 arrows)
   - Output: validity assessment for each assumption
   - Focus on: assumptions rated "Weak" or "No evidence"

3. **Generate Injections** → synthesize (no SOP needed)
   - For each invalid assumption, propose a concrete action that makes it irrelevant
   - Injection must be: specific, actionable, within our control, and testable
   - Generate 2-3 candidate injections

4. **Project Future Reality** → spawn `future-reality-projection`
   - Input: best injection candidate(s)
   - Output: Future Reality Tree showing:
     - Does the injection resolve the original conflict?
     - Does it create new Undesirable Effects (negative branches)?
     - What conditions (prerequisites) must hold?

5. **Validate or Iterate**
   - If injection resolves conflict without new UDEs → DONE
   - If new UDEs appear → trim negative branches (add caveats/conditions)
   - If no injection works → escalate to parent strategy with "unresolvable" flag

## Decision Criteria

- **When to use**: A binding constraint has been identified and needs resolution
- **When to skip**: Constraint is a simple resource gap (just acquire more) — no conflict to break
- **Success criterion**: At least one injection that resolves the conflict with ≤2 manageable side effects
- **Failure criterion**: After 3 injection attempts, none resolve cleanly → flag as hard constraint
- **Escalation**: If the constraint is a paradigm constraint (belief system), flag for human decision

Attribution

yogsoth-aiyogsoth-ai
View sourceMore from yogsoth-ai →
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Related Skills

Competitor Analysis

This skill provides comprehensive analysis of competitor SEO and GEO strategies, revealing what's working in your market and identifying opportunities to outperform the competition.

1823 votes

Deep Research

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review...

452202 votes

Paperclip Distill

Use when an operation issue is a Paperclip cursor-window, distill, or backfill — `operationType: "distill"` or `"backfill"` and the body references a Paperclip source bundle for a project or root issue. Turn raw Paperclip activity into a wiki-insightful project page, decisions log, and history note. This skill exists specifically to replace the stiff, datestamp-heavy templated output that the deterministic distiller produces.

805541 votes

Academic Pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publi...

452201 votes

Exa Search

Semantic search, similar content discovery, and structured research using Exa API

304951 votes
View all in research →