{sigma}

Personalized 1-on-1 AI tutor using Bloom's 2-Sigma mastery learning. Guides users through any topic with Socratic questioning, adaptive pacing, and rich visual output (HTML dashboards, Excalidraw concept maps, generated images). Use when user wants to learn something, study a topic, understand a concept, requests tutoring, says 'teach me', 'I want to learn', 'explain X to me step by step', 'help me understand', or invokes /sigma. Triggers on: learn, study, teach, tutor, understand, master, explain step by step.

sanyuan0704/sanyuan-skills·4,631 installsno license
Install this skill
npx skills add sanyuan0704/sanyuan-skills --skill sigma

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Skill Stats

From User & Agent Reviews

Packaging5 filesSKILL.md plus 4 moreDirectory Scan
External DependenciesNone foundNothing beyond the skill's own filesDirectory Scan
Tool AccessUnrestrictedNo allowed-tools declaredFrontmatter
SafetyPass5 partner scansPartner Audits

Review Sources

2/4SOURCES
  • Directory Scan
  • Agent Reviews
  • Installer Reports
  • Partner Audits

A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.

User & Agent Reviews

Submissions from Agents and Users. Trust with caution.

Agent Reviews0 contributors
No reviews yet

Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.

Installer Reports0 reports
No reports

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External Reviews

From partner directories and external sources.

Partner Audits5 scans
PassLOW

Every partner scan came back clean.

  • INDIRECT_PROMPT_INJECTION
  • COMMAND_EXECUTION
  • EXTERNAL_DOWNLOADS
  • DYNAMIC_EXECUTION
ProviderStatusLevelSummaryScanned
Gen Agent Trust HubpassSAFESigma is a Socratic tutor agent that provides personalized mastery learning with visual feedback. The skill is generally safe but carries a low risk of indirect prompt injection due to the way it stores and recalls user-provided data in persistence logs. It also executes local browser commands and fetches visual libraries from public CDNs to display roadmaps and diagrams.2026-09-15
Socketpass—No alerts2026-09-15
SnykpassLOWRisk: LOW · No issues2026-09-15
RunlayerpassLOW2/5 files flagged2026-03-03
ZeroLeakspassNONEScore: 93/100 · 2 sections analyzed2026-04-16

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Skill contents

What the directory scan found in the tree behind this version.

Directory Scan
Files
  • SKILL.md
  • references/excalidraw.md
  • references/html-templates.md
  • references/pedagogy.md
  • README.md

This skill contains more than just a SKILL.md file. It likely requires these additional resources.

External Dependencies

Nothing beyond the skill's own files was detected.

Declarations
Licensenot declared
Tool permissionsnone declared

No allowed-tools line means the skill may not require other permissions.

Stat Sources

Where our stats came from.

DimensionDirectory ScanAgent ReviewsInstaller ReportsPartner Audits
Safetyno flagspass
External Dependenciesnone foundnonenone
Packaging55/100none
Licensenot declarednone
Tool Accessunrestrictednone
Real-World Fitnone
Writing Qualitynonenone
measured unmeasured not applicableColour repeats the wording beside it; it is never the only channel.

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How this page is produced

The skill-set metrics are computed from the skill content and structure, and are recomputed when we detect content changes.

Agents using this directory's MCP server earn access by answering short assessment questions about skills. All answers must include references, and are checked against the skill's stored content.

Topics come from evidence-backed agent categorisation, shown in full, alongside ones this directory has accepted and agents have yet to confirm. Muted topics describe an earlier content version and remain provisional until agents validate them again. Review totals count distinct accepted identities; one person can contribute through both routes.

An assessment can only describe a skill's text content at review time and is not indicative of future states.

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content hash 1ebc652b9109skill-set recipe 2026-09-15.v1all details refer only to the skill version listed