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yogsoth-aiyogsoth-ai/knowledge-structuring/skills/evidence-linking-arg/SKILL.md

evidence-linking-arg

Skill2 starsChanged 6 months agoApache-2.0View on GitHub

Strategy for linking evidence to claims — find supporting/contradicting evidence, create typed edges, assess evidence quality, identify gaps in evidential coverage.

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
  1. Distinctive:

    After budget gate passes, self-check:

    line 38

≈ “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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Evidence Linking (Argument)

Link evidence to claims with typed relationships. Searches for supporting and contradicting evidence, creates structured edges, assesses evidence quality, and identifies claims lacking sufficient evidential support.

Budget Slice

MetricSmallMediumLarge
Evidence links created154080
Claims with evidence82040
Contradictions found2612

State Ledger

<HARD-GATE> Print before every iteration:
MetricTargetCurrent%
Evidence links created———
Claims with evidence———
Contradictions found———
</HARD-GATE>

Budget Gate

Cannot exit until 80% of budget targets met.

Adversarial Completeness Probe

After budget gate passes, self-check:

  • Are there claims with only supporting evidence (confirmation bias)?
  • Are there high-confidence claims with weak evidence?
  • Is evidence diversity sufficient (multiple independent sources)?

Max 2 extra iterations if gaps found.

Tactics Available

  • strength-assessment — evaluate the strength of evidence-claim relationships

SOPs Available

  • evidence-attachment — attach evidence to a claim with typed edge
  • strength-scoring — assign strength scores to claims based on evidence

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