argument-synthesis
Skill2 starsChanged 6 months agoApache-2.0View on GitHub
Strategy for synthesizing argument positions — aggregate evidence, resolve contradictions, produce synthesis reports identifying which claims survive scrutiny.
In this repository70 other files it gives its agents.
- alias-resolutionSkill
- argument-mappingSkill
- argument-visualizationSkill
- axis-extractionSkill
- axis-validationSkill
- causal-chain-querySkill
- causal-modelingSkill
- claim-decompositionSkill
- claim-extractionSkill
- claim-page-creationSkill
- combination-enumerationSkill
- combination-mappingSkill
- concept-decompositionSkill
- concept-extractionSkill
- concept-page-creationSkill
- confidence-scoringSkill
- confidence-updateSkill
- consistency-checkingSkill
- contradiction-flaggingSkill
- counterfactual-reasoningSkill
- dimensional-analysisSkill
- dimension-discoverySkill
- dimension-page-creationSkill
- domain-scopingSkill
- edge-batch-creationSkill
- evidence-attachmentSkill
- evidence-collectionSkill
- evidence-linking-argSkill
- evidence-linkingSkill
- evidence-weighingSkill
- feedback-loop-detectionSkill
- gap-detectionSkill
- gap-prioritizationSkill
- hierarchy-constructionSkill
- hierarchy-visualizationSkill
- intervention-analysisSkill
- intervention-page-creationSkill
- knowledge-compilationSkill
- loop-documentationSkill
- matrix-exportSkill
- matrix-generationSkill
- mechanism-edge-creationSkill
- mechanism-mappingSkill
- merge-candidatesSkill
- model-gap-detectionSkill
- model-validationSkill
- novelty-scoringSkill
- ontology-buildingSkill
- ontology-exportSkill
- ontology-refinementSkill
- question-generationSkill
- rebuttal-documentationSkill
- relation-typingSkill
- seed-concept-searchSkill
- source-gatheringSkill
- strength-assessmentSkill
- strength-scoringSkill
- synthesis-reportSkill
- taxonomy-validationSkill
- validation-reportSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 38
After budget gate passes, self-check:
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Argument Synthesis
Synthesize coherent positions from the argument graph. Aggregates evidence across claims, resolves contradictions where possible, and produces synthesis reports that identify which claims survive scrutiny and which are undermined.
Budget Slice
| Metric | Small | Medium | Large |
| Claims synthesized | 10 | 25 | 50 |
| Contradictions resolved | 2 | 6 | 12 |
| Synthesis reports | 1 | 3 | 5 |
State Ledger
<HARD-GATE>
Print before every iteration:| Metric | Target | Current | % |
| Claims synthesized | — | — | — |
| Contradictions resolved | — | — | — |
| Synthesis reports | — | — | — |
</HARD-GATE>Budget Gate
Cannot exit until 80% of budget targets met.
Adversarial Completeness Probe
After budget gate passes, self-check:
- Does the synthesis address all major contradictions?
- Are surviving claims genuinely supported or just uncontested?
- Does the report acknowledge remaining uncertainty?
Max 2 extra iterations if gaps found.
Tactics Available
- claim-decomposition — decompose complex positions for analysis
- strength-assessment — final strength evaluation for synthesis
SOPs Available
- argument-visualization — generate argument structure visualization
- synthesis-report — produce the final synthesis document
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