synthesis-report
Skill2 starsChanged 6 months agoApache-2.0View on GitHub
SOP for producing argument synthesis reports — aggregate evidence, resolve contradictions, identify surviving claims, write structured summary.
In this repository70 other files it gives its agents.
- alias-resolutionSkill
- argument-mappingSkill
- argument-synthesisSkill
- 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
- taxonomy-validationSkill
- validation-reportSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 1 is distinctive, and 2 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.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 24
Write wiki/topics/<topic-slug>-synthesis.md with sections:
- Very specific: line 29
Add addresses edges from synthesis page to relevant question pages
- Distinctive: line 34
Must categorize ALL claims for the topic — no claim left unclassified.
≈ “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
Synthesis Report
Produce a synthesis report that identifies which claims survive scrutiny.
Tool
vault_query_graph + vault_graph_stats + CC file write
Protocol
- Query graph for all claims and evidence in the target domain
- Classify claims by survival status:
- Survived: strength ≥ 7, no undefeated contradictions
- Contested: strength 4-6, active contradictions with comparable evidence
- Undermined: strength ≤ 3, or defeated by stronger contradicting evidence
- For each contested claim, summarize the state of the debate
- Write
wiki/topics/<topic-slug>-synthesis.mdwith sections:- Surviving claims (high confidence)
- Contested claims (ongoing debate)
- Undermined claims (low confidence / refuted)
- Remaining gaps (claims lacking sufficient evidence either way)
- Add
addressesedges from synthesis page to relevant question pages
HARD-GATE
<HARD-GATE>
Must categorize ALL claims for the topic — no claim left unclassified. Synthesis is comprehensive or it is not synthesis.
</HARD-GATE>Yield
Returns: { topic: string, survived: number, contested: number, undermined: number, gaps: number }
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

