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/microsim-generator

@ed7c050

Creates interactive educational MicroSims, routing to the best-matched generator - p5.js, Chart.js, Plotly, Mermaid, vis-network, timelines, maps, Venn, causal-loop/feedback-loop diagrams (CLD), concept-classifier sorting quizzes, infographic overlays with callout labels, Docker Python labs (runnable code blocks), and fact-verified statistics posters (every numeric claim checked against a cited source before rendering). Generates complete MicroSim packages with HTML, JavaScript, CSS, documentation, and metadata.

Use this Skill: https://skilld.dev/gh/dmccreary/claude-skills/microsim-generator

This session only. Nothing lands on disk.

referencesinfographic-verification-report-template.md

≈922 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Verification Report — <slug>

Date: YYYY-MM-DD Poster topic: <one-line description> Claim Plan: 01-claim-plan.yaml

This report is the user checkpoint artifact. It shows every claim from the Claim Plan, what the web search turned up, and how each claim was classified. No layout or image generation happens until the user approves this report.

Summary

Metric Count
Claims planned N
VERIFIED (exact number supported) N
DIRECTIONAL (range or best-available study) N
QUALITATIVE-ONLY (descriptor word, no fake %) N
REJECTED (removed or replaced) N

Abort threshold check: If rejected claims > 20% of planned claims, halt and reshape the poster with the user.

Claim-by-Claim Results

claim_id: example_claim_1

  • Subject: well-being in biophilic offices
  • Classification: VERIFIED
  • Final value: +15%
  • Final phrasing: "Self-reported well-being increase"
  • Source: Human Spaces / Interface (2015)
  • Authors: Cooper, C. et al.
  • URL: https://www.interface.com/...
  • Quoted passage: "employees who work in environments with natural elements report a 15% higher level of well-being"
  • Search queries used:
    • "Human Spaces Global Report 2015 biophilic design productivity well-being"
    • "Interface 2015 biophilic office survey 7600 workers"

claim_id: example_claim_2

  • Subject: cortisol response in natural environments
  • Classification: QUALITATIVE-ONLY
  • Final value: "Significant reduction" (no percentage)
  • Final phrasing: "Nature exposure reduces cortisol (Antonelli et al., 2019 meta-analysis)"
  • Source: Antonelli, Barbieri & Donelli (2019). International Journal of Biometeorology.
  • URL: https://pubmed.ncbi.nlm.nih.gov/31001682/
  • Quoted passage: "Forest bathing can significantly influence cortisol levels on a short term in such a way as to reduce stress."
  • Why not quantified: Meta-analysis reports significant effect sizes but no single clean percentage appropriate for a hero number.

claim_id: example_claim_3

  • Subject: hypothetical symmetry-bias claim for the comparison side
  • Classification: REJECTED
  • Reason: No peer-reviewed source locates this specific number. Appears only in marketing pages with no traceable primary paper.
  • Action: Remove from layout, or replace with a QUALITATIVE-ONLY descriptor drawn from a related verified study.

Fabrication Risks Detected

List any patterns that suggested numbers were being invented, e.g.:

  • Symmetry bias. The right-hand side of the versus comparison has only 2 VERIFIED claims to the left's 5. Planned layout will be asymmetric; no filler statistics will be invented.
  • Meta-source attribution. User-suggested citation to Browning et al. (2014) demoted — it is a review, not the primary source for any specific percentage.
  • Geographic misattribution. User suggested "Finnish studies" for cortisol research; replaced with correctly attributed Japanese Shinrin-yoku literature.

Recommended Final Claim Set

A cleaned list, in the order they should appear on the poster, ready to hand off to the Layout Spec (Phase 5):

  1. claim_id: example_claim_1 — VERIFIED — +15%
  2. claim_id: example_claim_2 — QUALITATIVE-ONLY — "Significant reduction"
  3. (example_claim_3 dropped)

User Checkpoint

Approval required before proceeding to layout and rendering.

User options:

  • Approve this claim set as-is
  • Request additional sources for: <claim_id>
  • Reshape poster: <describe>
  • Accept qualitative language in place of missing percentages

Source: SKILL.md on GitHub

2 warnings14d4 checks · Risk SAFE
  • Gen Agent Trust Hub14d

    The skill is a productivity tool for generating interactive educational MicroSims. It requires the execution of multiple local scripts and the installation of the Playwright automation framework and Chromium binaries. It also provides features for running Python code locally via Docker. These capabilities represent legitimate developer workflows but involve security surfaces like external binary installation and dynamic code execution.

  • Socket14d

    1 alert: gptAnomaly

  • Snyk14d

    Risk: LOW · No issues

  • Runlayer6mo

    9/59 files flagged

Signed by skilld at ed7c050. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub yesterday.

Activeupdated 4 weeks ago
metadata
{
  "ibook.version": "1.0",
  "ibook.preferred-model": "opus"
}

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