analyze-intervention
Apply an intervention/do-style graph modification and propagate predicted directional effects while recording assumptions.
Skill by yogsoth-ai
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/yogsoth-ai-analyze-intervention
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/analyze-intervention
What's inside
- Skill name
analyze-intervention- Description
- Apply an intervention/do-style graph modification and propagate predicted directional effects while recording assumptions.
- License
- Apache-2.0
- Instructions
- 45 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# analyze-intervention ## Purpose Analyze an intervention's target, mechanism, implementation conditions, and observed effects. ## Input contract ```yaml required: [intervention, target_system, outcome_records] optional: [implementation_records, comparator, mechanism_hypotheses] constraints: [effect interpretation must retain implementation and comparison conditions] ``` ## Procedure 1. Define intervention components, dose, timing, and target mechanism. 2. Map implementation fidelity and deviations to observed conditions. 3. Compare outcomes with the declared comparator and plausible alternatives. 4. Summarize mechanism evidence, effect heterogeneity, and unresolved attribution. If the intervention analysis yields a causal attribution that needs an explicit validity check, consider `validate-causal-link` as the next tactic. ## Output contract ```yaml produces: [intervention_map, implementation_profile, outcome_comparison, mechanism_assessment, attribution_limits] delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions] ``` ## Quality gates - Intervention components and implementation are separated. - Comparator and outcome conditions are explicit. ## Failure and counterexamples Do not attribute an effect to the intervention when co-interventions or implementation changes are untracked. ## Provenance map - `resolved: analyze-intervention`
From yogsoth-ai/de-anthropocentric-research-engine, Apache-2.0.
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Signals
- Stars
- 505
- Forks
- 43
- Open issues
- 1
- Last commit (this folder)
- Sep 23, 2026 (1 month ago)
- Last release
- Oct 23, 2026 (8 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillAFreshness: A★ 505Claude Code +9 - 0.600score
adjust-abstraction-scope
yogsoth-ai
Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system…
SkillAFreshness: A★ 505Claude Code +9 - 0.600score
statistical-testing
yogsoth-ai
Apply the pre-declared statistical/estimation procedure and report effect size, uncertainty, model checks, and decision-relevant interpretation.
SkillAFreshness: A★ 505Claude Code +9 - 0.600score
estimate-effective-evidence-count
yogsoth-ai
Estimate an effective number of independent evidence/reasoning paths after discounting dependence/correlation; report nominal N, dependence structure, and…
SkillAFreshness: A★ 505Claude Code +9 - 0.600score
design-falsification-test
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Specify a concrete observation, computation, intervention, counterexample, or measurement that would count against the sharpened claim, prioritizing cheap…
SkillAFreshness: A★ 505Claude Code +9 - 0.600score
adversarial-deliberation
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Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner.
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Cite this page
analyze-intervention skill. Agent Mart. https://agentmart.dev/skills/yogsoth-ai-analyze-intervention (last updated 2026-10-24)