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Emily2040/rapid-domain-mastery

A universal Agent Skill for deep, multi-source learning across 18+ AI coding agents

Claude CodeCodexCursorGemini CLIGitHub CopilotOpenCodeEducationEngineering

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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.augment/skills/rapid-domain-mastery/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → c6731f311394

No earlier version was observed for comparison.

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.cline/skills/rapid-domain-mastery/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → c6731f311394

No earlier version was observed for comparison.

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.factory/skills/rapid-domain-mastery/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → c6731f311394

No earlier version was observed for comparison.

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.goose/skills/rapid-domain-mastery/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → c6731f311394

No earlier version was observed for comparison.

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.kiro/skills/rapid-domain-mastery/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → c6731f311394

No earlier version was observed for comparison.

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.opencode/skills/rapid-domain-mastery/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → c6731f311394

No earlier version was observed for comparison.

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.roo/skills/rapid-domain-mastery/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → c6731f311394

No earlier version was observed for comparison.

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View on GitHubAdd to my skills

Verified commit c6731f3113947fe8aaca7e00aadb4c3ff2f1523f

git clone --filter=blob:none --no-checkout https://github.com/Emily2040/rapid-domain-mastery.git .hotskills/emily2040-rapid-domain-mastery && git -C .hotskills/emily2040-rapid-domain-mastery checkout --detach c6731f3113947fe8aaca7e00aadb4c3ff2f1523f # Copy each selected skill directory from .hotskills/emily2040-rapid-domain-mastery into .claude/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/Emily2040/rapid-domain-mastery.git .hotskills/emily2040-rapid-domain-mastery && git -C .hotskills/emily2040-rapid-domain-mastery checkout --detach c6731f3113947fe8aaca7e00aadb4c3ff2f1523f # Copy each selected skill directory from .hotskills/emily2040-rapid-domain-mastery into .agents/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/Emily2040/rapid-domain-mastery.git .hotskills/emily2040-rapid-domain-mastery && git -C .hotskills/emily2040-rapid-domain-mastery checkout --detach c6731f3113947fe8aaca7e00aadb4c3ff2f1523f # Copy each selected skill directory from .hotskills/emily2040-rapid-domain-mastery into .cursor/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/Emily2040/rapid-domain-mastery.git .hotskills/emily2040-rapid-domain-mastery && git -C .hotskills/emily2040-rapid-domain-mastery checkout --detach c6731f3113947fe8aaca7e00aadb4c3ff2f1523f # Copy each selected skill directory from .hotskills/emily2040-rapid-domain-mastery into .gemini/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/Emily2040/rapid-domain-mastery.git .hotskills/emily2040-rapid-domain-mastery && git -C .hotskills/emily2040-rapid-domain-mastery checkout --detach c6731f3113947fe8aaca7e00aadb4c3ff2f1523f # Copy each selected skill directory from .hotskills/emily2040-rapid-domain-mastery into .github/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/Emily2040/rapid-domain-mastery.git .hotskills/emily2040-rapid-domain-mastery && git -C .hotskills/emily2040-rapid-domain-mastery checkout --detach c6731f3113947fe8aaca7e00aadb4c3ff2f1523f # Copy each selected skill directory from .hotskills/emily2040-rapid-domain-mastery into .opencode/skills/<skill-name>/
17GitHub stars
0stars in 7 days
7skills in this repository
0commits in 30 days

Heat

0.3
  • Star growth, last 7 daysNot available
  • Star growth, last 24 hoursNot available
  • Rank movement, last 7 daysNot available
  • Commits, last 30 daysNot available
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Oct 25, 202617

30-day change not yet available: not enough history.

Individual skills in this repository

How it works

rapid-domain-mastery

When your agent uses it

Builds field maps from multi-source academic or technical corpora: expert mental models, debates, assumptions, prerequisites, oral-exam questions, and sprint study plans. Use for exam prep, research onboarding, or rapid topic mastery from multiple sources. Not for plain summaries or single short docs.

What it loads into context

Frontmatter

71 tokens

Always available to the agent

SKILL.md

84 tokens

When the skill is activated

Reference documents

2,735 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

    Scripts executed separately

    • scripts/corpus_inventory.py

    Files

    • SKILL.mdcore405 bytes
    • SKILL.mdcore405 bytes
    • references/00-orchestrator.mddoc2,216 bytes
    • references/00-routing-and-boundaries.mddoc1,016 bytes
    • references/10-input-contract.mddoc456 bytes
    • references/100-study-sprint-planner.mddoc474 bytes
    • references/110-application-and-transfer.mddoc382 bytes
    • references/120-domain-adapters.mddoc867 bytes
    • references/130-mcp-and-tooling.mddoc501 bytes
    • references/140-output-templates.mddoc592 bytes
    • references/150-quality-gates.mddoc579 bytes
    • references/160-failure-modes.mddoc332 bytes
    • references/20-corpus-audit.mddoc678 bytes
    • references/30-field-cartography.mddoc453 bytes
    • references/40-mental-model-extraction.mddoc456 bytes
    • references/50-debate-cartography.mddoc423 bytes
    • references/60-assumption-mining.mddoc690 bytes
    • references/70-prerequisite-ladder.mddoc335 bytes
    • references/80-diagnostic-question-design.mddoc564 bytes
    • references/90-tutor-loop.mddoc482 bytes
    • scripts/corpus_inventory.pyruns2,384 bytes
    • templates/corpus-audit-template.mddoc186 bytes
    • templates/debate-map-template.mddoc151 bytes
    • templates/field-map-template.mddoc136 bytes
    • templates/sprint-plan-template.mddoc256 bytes
    • templates/tutor-scorecard.mddoc230 bytes
    Read SKILL.md
    
Read `references/00-orchestrator.md`.
    View the complete source on GitHub

    Skills included

    • rapid-domain-mastery
    • rapid-domain-mastery
    • rapid-domain-mastery
    • rapid-domain-mastery
    • rapid-domain-mastery
    • rapid-domain-mastery
    • rapid-domain-mastery

    Repository facts

    License
    MIT
    Created
    Mar 9, 2026
    Last pushed
    May 30, 2026
    Forks
    4
    Open issues
    0
    Project activity
    Slowing

    Before you install

    Local scripts

    Automated signals, not a guarantee

    Checked Nov 7, 2026

    Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

    Show 7 notes
    • .augment/skills/rapid-domain-mastery/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • .cline/skills/rapid-domain-mastery/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • .factory/skills/rapid-domain-mastery/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • .goose/skills/rapid-domain-mastery/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • .kiro/skills/rapid-domain-mastery/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • .opencode/skills/rapid-domain-mastery/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • .roo/skills/rapid-domain-mastery/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    Show all 7 signals by file

    .augment/skills/rapid-domain-mastery/scripts/corpus_inventory.py

    • Executable scriptline 1
      #!/usr/bin/env python3

    .cline/skills/rapid-domain-mastery/scripts/corpus_inventory.py

    • Executable scriptline 1
      #!/usr/bin/env python3

    .factory/skills/rapid-domain-mastery/scripts/corpus_inventory.py

    • Executable scriptline 1
      #!/usr/bin/env python3

    .goose/skills/rapid-domain-mastery/scripts/corpus_inventory.py

    • Executable scriptline 1
      #!/usr/bin/env python3

    .kiro/skills/rapid-domain-mastery/scripts/corpus_inventory.py

    • Executable scriptline 1
      #!/usr/bin/env python3

    .opencode/skills/rapid-domain-mastery/scripts/corpus_inventory.py

    • Executable scriptline 1
      #!/usr/bin/env python3

    .roo/skills/rapid-domain-mastery/scripts/corpus_inventory.py

    • Executable scriptline 1
      #!/usr/bin/env python3

    How the signals fit together

    Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

    Some files could not be read; the facts below still hold.

    Signal confidence: 7 facts

    Works with

    Agent compatibility, from the files in this repository
    AgentStatusEvidenceInstall to
    Claude CodeNativePath .claude/skills/rapid-domain-mastery/SKILL.md.claude/skills/<skill-name>/
    CodexNativeManifest AGENTS.md.agents/skills/<skill-name>/
    CursorNativePath .cursor/rules/rapid-domain-mastery.mdc.cursor/skills/<skill-name>/
    Gemini CLINativePath .gemini/settings.example.json.gemini/skills/<skill-name>/
    GitHub CopilotNativeManifest .github/copilot-instructions.md.github/skills/<skill-name>/
    OpenCodeNativePath .opencode/skills/rapid-domain-mastery/SKILL.md.opencode/skills/<skill-name>/
    • Native The repository ships a manifest, folder or frontmatter field for this agent.
    • Compatible A standard SKILL.md that this agent can read.
    • Unknown No evidence either way.

    Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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