/component-surgery
Component-level surgical operations (subtract/multiply/divide/unify/redirect)
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill component-surgery --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
/component-surgery
Context preview
The summary Claude sees to decide when to auto-load this skill.
Component-level surgical operations (subtract/multiply/divide/unify/redirect)
SKILL.md
component-surgery.SKILL.mdname: component-surgery
description: Component-level surgical operations (subtract/multiply/divide/unify/redirect)
from Systematic Inventive Thinking (SIT).
execution: strategy
dependencies:
tactics:
- component-decomposition
sops:
- recombination-generation
- structural-synthesis
- surgery-operation
Component Surgery
Apply SIT operators at the component level to create structural innovations through surgical modification.
State Ledger
| Resource | Target | Current | % | |----------|--------|---------|---| | web-search | 20 | 0 | 0% | | web-research | 5 | 0 | 0% | | paper-overview | 15 | 0 | 0% | | paper-search | 10 | 0 | 0% | | paper-research | 3 | 0 | 0% |
HARD-GATE
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
Available Tactics
| Tactic | Role | |--------|------| | component-decomposition | Decompose system into operable components | | combination-mapping | Map component × operator combinations |
Available SOPs
| SOP | Role | |-----|------| | surgery-operation | Execute subtract/multiply/divide/unify/redirect | | function-model-construction | Build functional model before surgery | | recombination-generation | Reassemble post-surgery fragments | | structural-synthesis | Synthesize surgical outcomes |
Execution Guidance
1. **Model**: Build function model of the system via function-model-construction 2. **Decompose**: Use component-decomposition tactic to identify targets 3. **Operate**: Apply surgery-operation SOP with selected operators 4. **Verify**: Check that modified system retains core function 5. **Synthesize**: Produce structured output via structural-synthesis
<!-- BEGIN available-tables (generated) -->
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use | | --- | --- | | component-decomposition | Decompose system into functional components, identify dependencies, and surface trimming candidates. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use | | --- | --- | | recombination-generation | Reassemble decomposed system fragments into novel structural arrangements that create emergent value. | | structural-synthesis | Synthesize all structural transformation outputs into a coherent, ranked idea report with lineage tracking. | | surgery-operation | Execute component surgery operations (subtract/multiply/divide/unify/redirect) from Systematic Inventive Thinking. |
<!-- END available-tables (generated) -->
Read more
name: component-surgery description: Component-level surgical operations (subtract/multiply/divide/unify/redirect) from Systematic Inventive Thinking (SIT). execution: strategy dependencies: tactics: - component-decomposition sops: - recombination-generation - structural-synthesis - surgery-operation
Component Surgery
Apply SIT operators at the component level to create structural innovations through surgical modification.
State Ledger
| Resource | Target | Current | % | |----------|--------|---------|---| | web-search | 20 | 0 | 0% | | web-research | 5 | 0 | 0% | | paper-overview | 15 | 0 | 0% | | paper-search | 10 | 0 | 0% | | paper-research | 3 | 0 | 0% |
HARD-GATE
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
Available Tactics
| Tactic | Role | |--------|------| | component-decomposition | Decompose system into operable components | | combination-mapping | Map component × operator combinations |
Available SOPs
| SOP | Role | |-----|------| | surgery-operation | Execute subtract/multiply/divide/unify/redirect | | function-model-construction | Build functional model before surgery | | recombination-generation | Reassemble post-surgery fragments | | structural-synthesis | Synthesize surgical outcomes |
Execution Guidance
1. **Model**: Build function model of the system via function-model-construction 2. **Decompose**: Use component-decomposition tactic to identify targets 3. **Operate**: Apply surgery-operation SOP with selected operators 4. **Verify**: Check that modified system retains core function 5. **Synthesize**: Produce structured output via structural-synthesis
<!-- BEGIN available-tables (generated) -->
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use | | --- | --- | | component-decomposition | Decompose system into functional components, identify dependencies, and surface trimming candidates. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use | | --- | --- | | recombination-generation | Reassemble decomposed system fragments into novel structural arrangements that create emergent value. | | structural-synthesis | Synthesize all structural transformation outputs into a coherent, ranked idea report with lineage tracking. | | surgery-operation | Execute component surgery operations (subtract/multiply/divide/unify/redirect) from Systematic Inventive Thinking. |
<!-- END available-tables (generated) -->
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