{"slug":"zhnnky329-math-figure-generator","name":"math-figure-generator","description":"Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system.","long_description":"---\nname: math-figure-generator\ndescription: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system.\n---\n\n# Preconditions\n\n- Figure type, source artifacts, and target claim are known.\n- Type 3 claim is human-confirmed.\n- Submission figures use final/frozen evidence.\n\n# References\n\nLoad only what the requested chart needs:\n\n- `references/chart-patterns.md`\n- `references/color-systems.md`\n- `references/layout-guide.md`\n- `references/render-check.md`\n\n# Workflow\n\n1. Verify source files and the exact variables/units to plot.\n2. Choose the smallest chart form that communicates the claim.\n3. Generate with deterministic code, preferably matplotlib.\n4. Save editable source code and the requested output format.\n5. Apply the shared color, typography, sizing, and labeling conventions.\n6. Render the final output and inspect it visually.\n7. Check clipping, overlap, illegible text, misleading axes, legends, empty panels, and source/claim mismatch.\n8. Iterate until render checks pass.\n\n# Output Locations\n\n- Type 1/2 exploration: `results/Qx/experiments/roundN/figures/`\n- Type 3/4 submission: `paper/figures/`\n\nUse stable descriptive filenames. Do not copy Type 1 diagnostics into the paper directory.\n\n# Figure Requirements\n\n- Labels include units where applicable.\n- Captions state what is shown and the evidence-backed takeaway without overstating causality.\n- Baseline is visually distinct but not exaggerated.\n- Uncertainty is shown when it is part of the claim.\n- Type 3 raster output is at least 300 dpi; vector output is preferred when compatible.\n- Accessibility and grayscale differentiation are considered.\n\n# Rules\n\n- Do not fabricate or manually alter plotted values.\n- Do not use a chart type that hides concentration, uncertainty, or negative results.\n- Do not truncate axes misleadingly.\n- Do not create decorative 3D effects.\n- Do not treat code execution as render verification.\n- Keep diagnostic and paper roles separate.\n\n# Verification\n\n- Source, claim, type, and target section agree.\n- Render inspection passed.\n- Text is readable at final paper size.\n- Legends, colors, markers, axes, units, and captions are consistent.\n- Final output path exists and is recorded in the figure plan.\n","tagline":"Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system.","category":"research","tags":["agent-skill"],"author":"zhnnky329","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github candidate review","sourceDetail":"zhnnky329/MathModeling-skills","creatorName":"zhnnky329","creatorUrl":"https://github.com/zhnnky329","sourceUrl":"https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/zhnnky329-math-figure-generator#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":723,"forks":32,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":42.97},"quality":{"score":75,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"723","tone":"positive"},{"label":"Freshness","value":"12d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context."]},"trust":{"version":"trust-score-v5","score":66,"base_score":74,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":62,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","62/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","62/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":75,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","No explicit limitations or safe operating boundaries are described in SKILL.md, such as acceptable input formats or behavior when source data is missing or invalid.","The skill relies on external reference files for chart patterns and styling, but SKILL.md itself does not summarize fallback behavior if those references are unavailable.","Quality score needs review"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate math-figure-generator before installing it in an agent workflow","research","Research agents workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator"]},{"id":"trust_score","label":"Trust score","status":"warn","score":74,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","723 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":82,"required_for_auto_install":true,"detail":"Needs review","evidence":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context."]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":62,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context."]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"12d since push","evidence":["12d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":100,"required_for_auto_install":true,"detail":"no high-risk permission surface in public metadata","evidence":["Browser automation: medium","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/zhnnky329-math-figure-generator/evals","api":"/api/agent/evals?slug=zhnnky329-math-figure-generator","text":"/api/agent/evals?slug=zhnnky329-math-figure-generator&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"zhnnky329-math-figure-generator","name":"math-figure-generator","description":"Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system.","category":"research","url":"https://www.openagentskill.com/skills/zhnnky329-math-figure-generator","repository":"https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator","github_repo":"zhnnky329/MathModeling-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add zhnnky329-math-figure-generator"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"math-figure-generator\" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"math-figure-generator\" as a Claude Code skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"math-figure-generator\" from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/zhnnky329-math-figure-generator/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/zhnnky329-math-figure-generator"},"trust":{"score":74,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"723 GitHub stars","repoActivity":"723 stars, 32 forks","lastPushed":"12d since push","license":"MIT","repository":"https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator","install":"npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","No explicit limitations or safe operating boundaries are described in SKILL.md, such as acceptable input formats or behavior when source data is missing or invalid.","The skill relies on external reference files for chart patterns and styling, but SKILL.md itself does not summarize fallback behavior if those references are unavailable.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":75,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"12d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","No OpenAgentSkill engagement data yet","No explicit limitations or safe operating boundaries are described in SKILL.md, such as acceptable input formats or behavior when source data is missing or invalid.","The skill relies on external reference files for chart patterns and styling, but SKILL.md itself does not summarize fallback behavior if those references are unavailable.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use math-figure-generator in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 74/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 62/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"zhnnky329-math-figure-generator (math-figure-generator)","install_command":"npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator","risk_summary":"Needs review; 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Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"math-figure-generator\" as a Claude Code skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"math-figure-generator\" from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/zhnnky329-math-figure-generator/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/zhnnky329-math-figure-generator"},"trust":{"score":74,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"723 GitHub stars","repoActivity":"723 stars, 32 forks","lastPushed":"12d since push","license":"MIT","repository":"https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator","install":"npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","No explicit limitations or safe operating boundaries are described in SKILL.md, such as acceptable input formats or behavior when source data is missing or invalid.","The skill relies on external reference files for chart patterns and styling, but SKILL.md itself does not summarize fallback behavior if those references are unavailable.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":75,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"12d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","No OpenAgentSkill engagement data yet","No explicit limitations or safe operating boundaries are described in SKILL.md, such as acceptable input formats or behavior when source data is missing or invalid.","The skill relies on external reference files for chart patterns and styling, but SKILL.md itself does not summarize fallback behavior if those references are unavailable.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use math-figure-generator in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 74/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 62/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"zhnnky329-math-figure-generator (math-figure-generator)","install_command":"npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator","risk_summary":"Needs review; Reviewed with permission 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successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/zhnnky329-math-figure-generator","api":"https://www.openagentskill.com/api/agent/skills/zhnnky329-math-figure-generator","audit":"https://www.openagentskill.com/skills/zhnnky329-math-figure-generator/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=zhnnky329-math-figure-generator&task=Use%20math-figure-generator%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20math-figure-generator%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20math-figure-generator%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/zhnnky329-math-figure-generator/install","manifest":"https://www.openagentskill.com/api/registry/manifest/zhnnky329-math-figure-generator"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"local-desktop","title":"Local desktop"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":723,"starsLabel":"723","forks":32,"license":"MIT","qualityScore":75,"trustScore":74,"auditScore":82},"maintenance":{"status":"fresh","label":"12d since push","daysSincePush":12,"lastPushedAt":"2026-08-24T18:28:56+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","No explicit limitations or safe operating boundaries are described in SKILL.md, such as acceptable input formats or behavior when source data is missing or invalid.","The skill relies on external reference files for chart patterns and styling, but SKILL.md itself does not summarize fallback behavior if those references are unavailable.","Quality score needs review","Needs review"]},"coverageTags":["Research","Research agents","agent-skill"]},"audit":{"audit_score":82,"risk_level":"needs_review","risk_label":"Needs review","quality_score":75,"trust_score":74,"maintenance_score":100,"security_score":84,"install_score":92,"warnings":["SKILL.md does not define the meaning of 'Type 3' and 'Type 1/2/4' claims, which may be unclear to users outside the original project context.","No explicit limitations or safe operating boundaries are described in SKILL.md, such as acceptable input formats or behavior when source data is missing or invalid.","The skill relies on external reference files for chart patterns and styling, but SKILL.md itself does not summarize fallback behavior if those references are unavailable.","Quality score needs review"]},"quality_signals":{"model":"v2","star_score":20.02,"usage_score":0,"review_score":4.95,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add zhnnky329/MathModeling-skills --skill math-figure-generator","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add zhnnky329-math-figure-generator","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"math-figure-generator\" agent skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"math-figure-generator\" as a Claude Code skill from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"math-figure-generator\" from https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Generate and render-verify publication-quality mathematical-modeling figures from saved evidence, using the approved figure plan, source data, claim, type, and consistent visual system. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"zhnnky329-math-figure-generator\",\"task\":\"Install math-figure-generator\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator","github_repo":"zhnnky329/MathModeling-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/zhnnky329-math-figure-generator","repository":"https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/math-figure-generator","api":"/api/agent/skills/zhnnky329-math-figure-generator","install_api":"/api/skills/zhnnky329-math-figure-generator/install"},"meta":{"created_at":"2026-09-05T11:55:58.541912+00:00","updated_at":"2026-09-05T11:55:58.664028+00:00","agent_friendly":true}}