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Campaign for mapping argument structures — extract claims, link evidence, assess strength, synthesize positions. Produces argument graphs in the wiki vault.
Passed 18 of 21 test cases with the skill, and 11 of 21 without it.
and 9 more in the full report
9 fixed10 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to check our research vault for orphan claims, broken links, or structural anomalies across the argument graph. Which MCP tool is designated for validating vault structural integrity?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies vault_lint as the tool for structural validation. | Missed | Passed |
The instructions your model reads when the skill loads.
Map argument structures for research domains. Extracts claims from sources, links supporting and opposing evidence, assesses argument strength, and synthesizes coherent positions from complex debates.
| Level | Count | Skills |
|---|---|---|
| Strategy | 3 | claim-extraction, evidence-linking-arg, argument-synthesis |
| Tactic | 2 | claim-decomposition, strength-assessment |
| SOP | 6 | claim-page-creation, rebuttal-documentation, evidence-attachment, strength-scoring, argument-visualization, synthesis-report |
| Metric | Small | Medium | Large |
|---|---|---|---|
| Claims extracted | 10 | 25 | 50 |
| Evidence links created | 15 | 40 | 80 |
| Rebuttals documented | 3 | 10 | 20 |
| Strength scores assigned | 10 | 25 | 50 |
| Synthesis reports | 1 | 3 | 5 |
vault_search — find existing claims and evidencevault_add_edge — create argument edges (supported_by, contradicts, derived_from)vault_query_graph — trace argument chainsvault_graph_stats — assess argument coveragevault_lint — validate structural integritytest cases passed, vs 11 / 21 without
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