Integration Theory
parcadei/Continuous-Claude-v3
Problem-solving strategies for integration theory in measure theory
A skill your agent uses when building the argument of a Demography (PAA / Duke University Press) manuscript into a population-science contribution — whether the work is formal/mathematical…
No licenceAuto-check passed
Install Demog Theory Building
$ npx skills add franklee16/academic-research-skills --skill demog-theory-building -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills demog-theory-building --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building .claude/skills/demog-theory-building && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "demog-theory-building" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building into .claude/skills/demog-theory-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "demog-theory-building", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-buildingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill demog-theory-building -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills demog-theory-building --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building .agents/skills/demog-theory-building && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "demog-theory-building" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building into .agents/skills/demog-theory-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "demog-theory-building", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill demog-theory-building -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills demog-theory-building --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building .cursor/skills/demog-theory-building && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "demog-theory-building" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building into .cursor/skills/demog-theory-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "demog-theory-building", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill demog-theory-building -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills demog-theory-building --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building .gemini/skills/demog-theory-building && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "demog-theory-building" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building into .gemini/skills/demog-theory-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "demog-theory-building", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills demog-theory-buildingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill demog-theory-building -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building .github/skills/demog-theory-building && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "demog-theory-building" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building into .github/skills/demog-theory-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "demog-theory-building", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill demog-theory-building -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills demog-theory-building --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building .opencode/skills/demog-theory-building && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "demog-theory-building" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building into .opencode/skills/demog-theory-building/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "demog-theory-building", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
demog-theory-building- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1.1k tokens
- SKILL.md length
- 429 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when building the argument of a Demography (PAA / Duke University Press) manuscript into a population-science contribution — whether the work is formal/mathematical…
- Works in 4 steps: Concept & measure — define the… → Mechanism — the population story: which… → Observable implications — what we should… → …
- An explanatory account of fertility/mortality/migration
- SKILL.md covers When to trigger, Build the argument (by mode of…, The "portability" test… and Anti-patterns, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Demog Theory Building is an agent skill from franklee16/academic-research-skills. Use when building the argument of a Demography (PAA / Duke University Press) manuscript into a population-science contribution — whether the work is formal/mathematical demography, an explanatory account of fertility/mortality/migration, or a measurement/decomposition advance. Demography rewards a clear mechanism or a sharpened estimate over a bare correlation. Structures the argument; it does not run analyses.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- An explanatory account of fertility/mortality/migration
- A measurement/decomposition advance
Example prompts
- “/demog-theory-building”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Concept & measure — define the demographic construct (e.g., parity progression, lifespan
- Mechanism — the population story: which behaviors, exposures, or compositional shifts move the
- Observable implications — what we should see if the mechanism operates (age pattern, cohort
- Scope conditions — which populations, periods, and regimes the argument covers.
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Demog Theory Building loads about 1.1k tokens when it runs. Until then it costs about 109 tokens; SKILL.md has 429 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 429 words (~1,069 tokens).
“At Demography a result is not a contribution until it is attached to a claim population science can use — a mechanism that explains a demographic process, a sharper estimate that revises the record, or a formal result that unifies…”
- name
- demog-theory-building
Files
Just SKILL.md in Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Demog Theory Building next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Demog Theory Building this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1.1k | Automated safety check: Pass | None | |
| Integration Theoryparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~929 | Automated safety check: Notes | MIT | |
| Asymptotic Theorybrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~4.6k | Automated safety check: Pass | Custom licence | |
| Operator Theoryparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~879 | Automated safety check: Notes | MIT | |
| Proof Theoryparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~452 | Automated safety check: Notes | MIT | |
| Press And PRappeeky/aso-skills | 2.2k | — | ~1.8k | Automated safety check: Pass | MIT |
Similar skills
Asymptotic Theory
brycewang-stanford/Auto-Empirical-Research-Skills
M-estimation, influence functions, and semiparametric efficiency theory for causal inference
Operator Theory
parcadei/Continuous-Claude-v3
Problem-solving strategies for operator theory in functional analysis
Proof Theory
parcadei/Continuous-Claude-v3
Problem-solving strategies for proof theory in mathematical logic
Press And PR
appeeky/aso-skills
When the user wants to get press coverage, media mentions, or editorial features for their app — including writing press releases, pitching journalists, getting on "best apps" lists, or building an…
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Questions about Demog Theory Building
What does Demog Theory Building do?
A skill your agent uses when building the argument of a Demography (PAA / Duke University Press) manuscript into a population-science contribution — whether the work is formal/mathematical…. Demog Theory Building is an agent skill from franklee16/academic-research-skills. Use when building the argument of a Demography (PAA / Duke University Press) manuscript into a population-science contribution — whether the work is formal/mathematical demography, an explanatory account of fertility/mortality/migration, or a measurement/decomposition advance.
When should I use Demog Theory Building?
Demog Theory Building fits situations like: an explanatory account of fertility/mortality/migration; A measurement/decomposition advance.
How do I install Demog Theory Building in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill demog-theory-building -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building in franklee16/academic-research-skills) into .claude/skills/demog-theory-building in your project. Claude Code loads it when a task matches its description.
How do I install Demog Theory Building in Codex?
Run `npx skills add franklee16/academic-research-skills --skill demog-theory-building -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Demography-Skills/skills/demog-theory-building in franklee16/academic-research-skills) into .agents/skills/demog-theory-building in your project. Codex loads it when a task matches its description.
Can I use Demog Theory Building in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill demog-theory-building -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/demog-theory-building, .gemini/skills/demog-theory-building, .github/skills/demog-theory-building and .opencode/skills/demog-theory-building in your project.
What does Demog Theory Building need to run?
SKILL.md names no scripts, command-line tools or credentials: Demog Theory Building is instructions for the agent only.
Does Demog Theory Building access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Demog Theory Building safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Demog Theory Building use?
No licence was found for Demog Theory Building or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Demog Theory Building use?
About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Demog Theory Building?
Skills that share tags, products or a category with Demog Theory Building: Integration Theory (parcadei/Continuous-Claude-v3, 3.9k stars), Asymptotic Theory (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Operator Theory (parcadei/Continuous-Claude-v3, 3.9k stars) and Proof Theory (parcadei/Continuous-Claude-v3, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Demog Theory Building?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.