/assumption-destruction
Assumption Destruction Campaign — open new solution spaces by negating,
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill assumption-destruction --agent claude-codeHow 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
/assumption-destruction
Context preview
The summary Claude sees to decide when to auto-load this skill.
Assumption Destruction Campaign — open new solution spaces by negating,
SKILL.md
assumption-destruction.SKILL.mdname: assumption-destruction
description: Assumption Destruction Campaign — open new solution spaces by negating,
reversing, and challenging fundamental assumptions.
execution: campaign
dependencies:
strategies:
- anti-benchmark
- axiom-negation
- reverse-brainstorming
- sacred-cow-hunting
- worst-method-inversion
tactics:
- creative-ideation-assumption-enumeration
- creative-ideation-provocation-generation
- evaluation-filtering
- inversion-protocol
sops:
- context-checkpoint
- context-init
- creative-ideation-assumption-surfacing
- creative-ideation-novelty-scoring
- creative-ideation-saturation-detection
- idea-synthesis
- po-provocation
Assumption Destruction
Open new solution spaces by negating, reversing, and challenging fundamental assumptions.
Strategy Routing
| Strategy | Signal Keywords | |----------|----------------| | axiom-negation | negate, suspend, PO, de Bono, what if not, challenge axiom | | reverse-brainstorming | worse, reverse, anti-solution, how to fail, sabotage | | worst-method-inversion | worst possible, terrible solution, invert bad, flip failure | | anti-benchmark | best practice, industry standard, benchmark, conventional wisdom | | sacred-cow-hunting | unquestioned, sacred cow, taboo, never challenged, dogma |
Manifest
Strategies
| Strategy | Description | |----------|-------------| | axiom-negation | Identify and suspend fundamental assumptions via de Bono PO | | reverse-brainstorming | How to make it worse? → reverse for solutions | | worst-method-inversion | Design worst possible solution → extract insights → invert | | anti-benchmark | Challenge industry best practices' hidden assumptions | | sacred-cow-hunting | Find and challenge domain's unquestioned beliefs |
Tactics
| Tactic | Description | |--------|-------------| | provocation-generation | Generate PO provocations and extract constructive movement (shared) | | assumption-enumeration | Surface, perturb, and prioritize assumptions by disruption potential | | inversion-protocol | Reverse statements → extract insights → build constructive alternatives |
SOPs
| SOP | Description | |-----|-------------| | assumption-perturbation | Perturb each assumption, observe system response | | reversal-generation | Systematically reverse positive statements | | worst-case-design | Design the worst possible solution | | inversion-extraction | Extract constructive insights from worst solutions | | benchmark-challenge | Identify and negate benchmark assumptions | | sacred-cow-identification | Find domain's unquestioned beliefs | | constructive-rebellion | Build constructive alternatives from destructive negation | | destruction-synthesis | Synthesize all assumption destruction outputs |
Budget Table
| Strategy | web-search | web-research | paper-overview | paper-search | paper-research | |----------|-----------|-------------|---------------|-------------|---------------| | axiom-negation | 20 | 5 | 20 | 12 | 5 | | reverse-brainstorming | 15 | 5 | 15 | 10 | 3 | | worst-method-inversion | 15 | 5 | 15 | 10 | 3 | | anti-benchmark | 25 | 10 | 25 | 15 | 5 | | sacred-cow-hunting | 30 | 10 | 25 | 15 | 8 |
MCP Tools
| Tool | Server | Purpose | |------|--------|---------| | brave_web_search | brave-search | General web search for methods and examples | | brave_llm_context | brave-search | Deep content extraction from web pages | | apify/rag-web-browser | apify | Full page scraping for detailed content | | get_paper_content | alphaxiv | Read academic paper content | | discover_papers | alphaxiv | Find relevant research papers | | relevanceSearch | semantic-scholar | Search academic literature | | paper | semantic-scholar | Get paper details | | citations | semantic-scholar | Trace citation networks |
Context Management
- Each strategy tracks its own budget via State Ledger
- Strategies MUST NOT exceed allocated budget
- Campaign monitors cumulative spend across all strategies
- If a strategy exhausts budget before meeting yield, escalate to campaign level for reallocation
- Prefer paper-overview over paper-research for initial exploration (lower cost)
Available Tactics
| Tactic | Role | |--------|------| | provocation-generation | Generate PO provocations and extract movement (shared) | | assumption-enumeration | Surface and prioritize assumptions by disruption potential | | inversion-protocol | Reverse → extract → build constructive alternatives |
Available SOPs
| SOP | Role | |-----|------| | assumption-perturbation | Perturb assumptions and observe system response | | reversal-generation | Systematically reverse positive statements | | worst-case-design | Design worst possible solution | | inversion-extraction | Extract constructive insights from inversions | | benchmark-challenge | Negate benchmark assumptions | | sacred-cow-identification | Find unquestioned beliefs | | constructive-rebellion | Build alternatives from negation | | destruction-synthesis | Final synthesis of all outputs |
<!-- BEGIN available-tables (generated) -->
Available Strategies
Optional, no fixed order; the final leaf is always a sop.
| Strategy | When to use | | --- | --- | | anti-benchmark | Challenge industry best practices' hidden assumptions. Deconstruct benchmarks to reveal unexamined constraints. | | axiom-negation | Identify and suspend fundamental assumptions via de Bono PO. Systematically negate axioms to reveal hidden solution spaces. | | reverse-brainstorming | How to make it worse? → reverse for solutions. Generate anti-solutions then invert to discover novel approaches. | | sacred-cow-hunting | Find and challenge domain's unquestioned beliefs. Systematic identification and productive violation of dogma. | | worst-method-inversion | Design worst possible solution → extract insights → invert. Deliberate failure design as creative catalyst. |
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic
Read more
name: assumption-destruction description: Assumption Destruction Campaign — open new solution spaces by negating, reversing, and challenging fundamental assumptions. execution: campaign dependencies: strategies: - anti-benchmark - axiom-negation - reverse-brainstorming - sacred-cow-hunting - worst-method-inversion tactics: - creative-ideation-assumption-enumeration - creative-ideation-provocation-generation - evaluation-filtering - inversion-protocol sops: - context-checkpoint - context-init - creative-ideation-assumption-surfacing - creative-ideation-novelty-scoring - creative-ideation-saturation-detection - idea-synthesis - po-provocation
Assumption Destruction
Open new solution spaces by negating, reversing, and challenging fundamental assumptions.
Strategy Routing
| Strategy | Signal Keywords | |----------|----------------| | axiom-negation | negate, suspend, PO, de Bono, what if not, challenge axiom | | reverse-brainstorming | worse, reverse, anti-solution, how to fail, sabotage | | worst-method-inversion | worst possible, terrible solution, invert bad, flip failure | | anti-benchmark | best practice, industry standard, benchmark, conventional wisdom | | sacred-cow-hunting | unquestioned, sacred cow, taboo, never challenged, dogma |
Manifest
Strategies
| Strategy | Description | |----------|-------------| | axiom-negation | Identify and suspend fundamental assumptions via de Bono PO | | reverse-brainstorming | How to make it worse? → reverse for solutions | | worst-method-inversion | Design worst possible solution → extract insights → invert | | anti-benchmark | Challenge industry best practices' hidden assumptions | | sacred-cow-hunting | Find and challenge domain's unquestioned beliefs |
Tactics
| Tactic | Description | |--------|-------------| | provocation-generation | Generate PO provocations and extract constructive movement (shared) | | assumption-enumeration | Surface, perturb, and prioritize assumptions by disruption potential | | inversion-protocol | Reverse statements → extract insights → build constructive alternatives |
SOPs
| SOP | Description | |-----|-------------| | assumption-perturbation | Perturb each assumption, observe system response | | reversal-generation | Systematically reverse positive statements | | worst-case-design | Design the worst possible solution | | inversion-extraction | Extract constructive insights from worst solutions | | benchmark-challenge | Identify and negate benchmark assumptions | | sacred-cow-identification | Find domain's unquestioned beliefs | | constructive-rebellion | Build constructive alternatives from destructive negation | | destruction-synthesis | Synthesize all assumption destruction outputs |
Budget Table
| Strategy | web-search | web-research | paper-overview | paper-search | paper-research | |----------|-----------|-------------|---------------|-------------|---------------| | axiom-negation | 20 | 5 | 20 | 12 | 5 | | reverse-brainstorming | 15 | 5 | 15 | 10 | 3 | | worst-method-inversion | 15 | 5 | 15 | 10 | 3 | | anti-benchmark | 25 | 10 | 25 | 15 | 5 | | sacred-cow-hunting | 30 | 10 | 25 | 15 | 8 |
MCP Tools
| Tool | Server | Purpose | |------|--------|---------| | brave_web_search | brave-search | General web search for methods and examples | | brave_llm_context | brave-search | Deep content extraction from web pages | | apify/rag-web-browser | apify | Full page scraping for detailed content | | get_paper_content | alphaxiv | Read academic paper content | | discover_papers | alphaxiv | Find relevant research papers | | relevanceSearch | semantic-scholar | Search academic literature | | paper | semantic-scholar | Get paper details | | citations | semantic-scholar | Trace citation networks |
Context Management
- Each strategy tracks its own budget via State Ledger
- Strategies MUST NOT exceed allocated budget
- Campaign monitors cumulative spend across all strategies
- If a strategy exhausts budget before meeting yield, escalate to campaign level for reallocation
- Prefer paper-overview over paper-research for initial exploration (lower cost)
Available Tactics
| Tactic | Role | |--------|------| | provocation-generation | Generate PO provocations and extract movement (shared) | | assumption-enumeration | Surface and prioritize assumptions by disruption potential | | inversion-protocol | Reverse → extract → build constructive alternatives |
Available SOPs
| SOP | Role | |-----|------| | assumption-perturbation | Perturb assumptions and observe system response | | reversal-generation | Systematically reverse positive statements | | worst-case-design | Design worst possible solution | | inversion-extraction | Extract constructive insights from inversions | | benchmark-challenge | Negate benchmark assumptions | | sacred-cow-identification | Find unquestioned beliefs | | constructive-rebellion | Build alternatives from negation | | destruction-synthesis | Final synthesis of all outputs |
<!-- BEGIN available-tables (generated) -->
Available Strategies
Optional, no fixed order; the final leaf is always a sop.
| Strategy | When to use | | --- | --- | | anti-benchmark | Challenge industry best practices' hidden assumptions. Deconstruct benchmarks to reveal unexamined constraints. | | axiom-negation | Identify and suspend fundamental assumptions via de Bono PO. Systematically negate axioms to reveal hidden solution spaces. | | reverse-brainstorming | How to make it worse? → reverse for solutions. Generate anti-solutions then invert to discover novel approaches. | | sacred-cow-hunting | Find and challenge domain's unquestioned beliefs. Systematic identification and productive violation of dogma. | | worst-method-inversion | Design worst possible solution → extract insights → invert. Deliberate failure design as creative catalyst. |
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic
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.
Repo: yogsoth-ai/de-anthropocentric-research-engine
Other skills on de-anthropocentric-research-engine.
- /formated-results
Closing skill for the research-executor, loaded as the last step of formated-specs. Summarize the design just produced into one research-result JSON fenced block in your reply. Do not execute the research.
Open skill - /formated-specs
Spec-slot skill for the research-executor. Emit the 4-layer DARE orchestration of the assigned topic as one research-graph JSON fenced block in your reply. Replaces the generic spec-writing step.
Open skill - /injection-fidelity
Loss-1 judge (codex role). Given one sample's de-identified dialogue and its PolicyCard, decide axis-by-axis whether the user-simulator enacted the card's per-axis pressure. Judge enactment of the card, never whether the research is good.
Open skill - /ladder-quality-order
Loss-2 judge (codex role). Over one topic's 6 shuffled research-design samples, pairwise-rank by quality using the D1–D5 standard. Emit the pairwise log; the harness computes the order and the ladder verdicts. Judge quality difference, never against academic standards.
Open skill - /optimization-loop
The optimizer brain for the ladder-foundry pretraining loop. Runs the two-level nested batch loop, delegates gating to gate_eval, attributes a failing batch to one weight (attribute-first), and recovers from disk after compaction. Control flow is fully scripted; only the
Open skill - /acu-nugget-recall
Tactic: Extract atomic units from one paper and score how much of a caller-supplied summary covers. Use for ACU-style binary or Nugget-style ternary recall checks; cannot run without a target summary.
Open skill

