Sharpening
LeoYeAI/openclaw-master-skills
Sharpening techniques for knives, tools, and bladed implements.
A skill your agent uses when building or sharpening the formal model for a Journal of Law, Economics, and Organization (JLEO) manuscript — transaction-cost, incomplete-contracts / property-rights…
MITAuto-check passed
Install Jleo Theory Model
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jleo-theory-model --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model .claude/skills/jleo-theory-model && 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 "jleo-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model into .claude/skills/jleo-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jleo-theory-model", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-modelType 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 brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jleo-theory-model --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model .agents/skills/jleo-theory-model && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jleo-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model into .agents/skills/jleo-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jleo-theory-model", 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 brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jleo-theory-model --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model .cursor/skills/jleo-theory-model && 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 "jleo-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model into .cursor/skills/jleo-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jleo-theory-model", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model--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 brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jleo-theory-model --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model .gemini/skills/jleo-theory-model && 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 "jleo-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model into .gemini/skills/jleo-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jleo-theory-model", 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 brycewang-stanford/Awesome-Journal-Skills jleo-theory-modelInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model .github/skills/jleo-theory-model && 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 "jleo-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model into .github/skills/jleo-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jleo-theory-model", 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 brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jleo-theory-model --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model .opencode/skills/jleo-theory-model && 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 "jleo-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model into .opencode/skills/jleo-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jleo-theory-model", 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
jleo-theory-model- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 699 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when building or sharpening the formal model for a Journal of Law, Economics, and Organization (JLEO) manuscript — transaction-cost, incomplete-contracts / property-rights…
- Works in 5 steps: Tie every assumption to the institution.… → Make the comparative statics the… → Earn the equilibrium concept. If you use… → …
- Sharpening the formal model for a Journal of Law
- SKILL.md covers When to trigger, The JLEO modeling tradition, Right-sizing the model and Craft moves JLEO referees reward, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jleo Theory Model is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building or sharpening the formal model for a Journal of Law, Economics, and Organization (JLEO) manuscript — transaction-cost, incomplete-contracts / property-rights, principal-agent, or political-agency models of institutions and organizations. Right-sizes and disciplines the model; it does not run the empirics (jleo-identification, jleo-robustness).
Its SKILL.md is about 1.5k 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: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Sharpening the formal model for a Journal of Law
- Organization (JLEO) manuscript — transaction-cost
- Incomplete-contracts / property-rights
- Principal-agent
Example prompts
- “/jleo-theory-model”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Tie every assumption to the institution. An assumption that is mathematically convenient but institutionally implausible (e.g., fully…
- Make the comparative statics the deliverable. State the testable predictions before the data appear (no HARKing the theory). For a theory…
- Earn the equilibrium concept. If you use a refinement (e.g., a particular off-path belief, a specific bargaining protocol), say why that…
- Show robustness of the mechanism. Demonstrate the key result is not an artifact of a knife-edge assumption; relegate the general case to…
- Connect to the empirics (if mixed). The model should define the estimand the empirical section recovers, and the parameters should map to…
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. 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
Jleo Theory Model loads about 1.5k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 699 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
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 699 words, ~1,523 tokens.
Download SKILL.mdSave it as
.claude/skills/jleo-theory-model/SKILL.md (or your agent's skills folder).- name
- jleo-theory-model
- description
- Use when building or sharpening the formal model for a Journal of Law, Economics, and Organization (JLEO) manuscript — transaction-cost, incomplete-contracts / property-rights, principal-agent, or political-agency models of institutions and organizations. Right-sizes and disciplines the model; it does not run the empirics (jleo-identification, jleo-robustness).
Theory & Model Craft (jleo-theory-model)
When to trigger
- A verbal institutional argument needs to be formalized into testable predictions
- A formal model exists but its assumptions or comparative statics are not tied to the institution it describes
- A referee asks "what is the model actually adding beyond the intuition?"
- The paper is a pure-theory JLEO submission and must deliver a sharp, novel institutional mechanism
- An empirical paper needs a minimal model to define the estimand and generate the sign predictions it tests
The JLEO modeling tradition
JLEO is unusual in welcoming both standalone formal theory and empirical work disciplined by a model, but in both cases the model must be a model of an institution or organization, in one of the house lineages:
- Transaction-cost economics (Williamson): asset specificity, uncertainty, frequency → governance choice (market / hybrid / hierarchy). The model's job is to predict which governance form economizes on transaction costs.
- Incomplete contracts / property rights (Grossman–Hart–Moore): residual control rights, non-contractible investment, ownership allocation. The model predicts who should own what.
- Principal–agent / mechanism design: incentive provision under moral hazard or adverse selection inside organizations and contracts.
- Positive political economy / political agency: legislators, courts, bureaucrats, voters as strategic actors; separation of powers, delegation, credible commitment, agenda control.
Pick the lightest model that delivers the institutional prediction; a model that adds notation but no new comparative static is decorative and JLEO referees say so.
Right-sizing the model
| The model's job | Right amount | Where it goes |
|---|---|---|
| Name and discipline a mechanism | a few equations / a 2-type or 2-period setup | short framework section |
| Generate sign predictions to test empirically | a tractable comparative-statics model | framework before results; tested in data |
| Adjudicate a governance/ownership comparison | a TCE or GHM model with a clear cutoff | dedicated theory section |
| Deliver a full institutional result (theory paper) | a complete model with proofs | the paper's core, proofs in appendix |
Craft moves JLEO referees reward
- Tie every assumption to the institution. An assumption that is mathematically convenient but institutionally implausible (e.g., fully contractible quality in a hold-up story) draws fire. Justify the non-contractibility, the timing, the information structure from the institution.
- Make the comparative statics the deliverable. State the testable predictions before the data appear (no HARKing the theory). For a theory paper, state which prediction is the surprising one.
- Earn the equilibrium concept. If you use a refinement (e.g., a particular off-path belief, a specific bargaining protocol), say why that protocol fits the institution and what changes under alternatives.
- Show robustness of the mechanism. Demonstrate the key result is not an artifact of a knife-edge assumption; relegate the general case to an appendix if it clutters.
- Connect to the empirics (if mixed). The model should define the estimand the empirical section recovers, and the parameters should map to measurable institutional features.
Show full SKILL.md (238 more words)Show less
Checklist
- The model is a model of a specific institution/organization in a JLEO lineage (TCE / GHM / agency / PPE)
- Every substantive assumption is justified from the institutional setting, not just tractability
- The testable comparative statics are stated before the empirics; the surprising prediction is flagged
- The equilibrium concept / bargaining protocol fits the institution and alternatives are discussed
- For theory papers: proofs complete and in the appendix; the main text carries intuition
- For mixed papers: the model defines the estimand and maps parameters to measurable features
Anti-patterns
- A "model" section that adds notation but no new prediction or governance comparison
- Assuming away the non-contractibility / specificity that the institution actually exhibits, to gain tractability
- Comparative statics derived after seeing the empirical results (HARKing the theory)
- Borrowing an off-the-shelf principal-agent setup with no institutional content specific to the paper
- A knife-edge result presented as the headline with no robustness of the mechanism
Worked vignette (illustrative)
A paper asks why public agencies use long-term sole-source contracts despite the apparent loss of competition. A bare auction model says competition is always better. A JLEO model adds non-contractible quality and relationship-specific investment: under high specificity, the long-term relationship sustains quality that competitive re-bidding would destroy, so sole-sourcing economizes on transaction costs above a specificity threshold. The comparative static — sole-sourcing rises with specificity and with the cost of quality verification — is then taken to procurement data, where the model defines exactly what to measure.
Output format
【Lineage】TCE / incomplete-contracts-GHM / principal-agent / political-agency
【Institutional object modeled】the firm boundary / ownership / incentive scheme / political institution
【Key assumptions (institutionally justified)】[...]
【Testable comparative statics】[stated pre-data]; surprising prediction: ___
【Equilibrium concept + why it fits】[...]
【Role in paper】standalone theory / disciplines the empirics (defines estimand: ___)
【Next skill】jleo-robustness© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jleo Theory Model 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 |
|---|---|---|---|---|---|---|
| Jleo Theory Model this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| SharpeningLeoYeAI/openclaw-master-skills | 2.2k | — | ~5.5k | Automated safety check: Pass | MIT | |
| Math Formalizationtradecatlabs/vibe-coding-cn | 17k | — | ~717 | Automated safety check: Pass | MIT | |
| Smart Contract Formal Verificationsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Integration Theoryparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~929 | Automated safety check: Notes | MIT | |
| Statistical Theory Analysisaiming-lab/AutoResearchClaw | 15k | — | ~375 | Automated safety check: Pass | MIT |
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Foundry and Soroban formal invariant verification register: state transition rules, boundary invariant properties, and symbolic execution checks.
Integration Theory
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Statistical Theory Analysis
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Analyze theoretical properties of statistical methods under the formal formulation: identifiability, bias, variance, consistency, asymptotics, coverage, error bounds, robustness, and limitations.
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Questions about Jleo Theory Model
What does Jleo Theory Model do?
A skill your agent uses when building or sharpening the formal model for a Journal of Law, Economics, and Organization (JLEO) manuscript — transaction-cost, incomplete-contracts / property-rights…. Jleo Theory Model is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building or sharpening the formal model for a Journal of Law, Economics, and Organization (JLEO) manuscript — transaction-cost, incomplete-contracts / property-rights, principal-agent, or political-agency models of institutions and organizations.
When should I use Jleo Theory Model?
Jleo Theory Model fits situations like: sharpening the formal model for a Journal of Law; organization (JLEO) manuscript — transaction-cost; incomplete-contracts / property-rights; principal-agent.
How do I install Jleo Theory Model in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a claude-code`. Or copy the skill folder (Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jleo-theory-model in your project. Claude Code loads it when a task matches its description.
How do I install Jleo Theory Model in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a codex`. Or copy the skill folder (Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-theory-model in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jleo-theory-model in your project. Codex loads it when a task matches its description.
Can I use Jleo Theory Model 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 brycewang-stanford/Awesome-Journal-Skills --skill jleo-theory-model -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jleo-theory-model, .gemini/skills/jleo-theory-model, .github/skills/jleo-theory-model and .opencode/skills/jleo-theory-model in your project.
What does Jleo Theory Model need to run?
SKILL.md names no scripts, command-line tools or credentials: Jleo Theory Model is instructions for the agent only.
Does Jleo Theory Model 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 Jleo Theory Model 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 Jleo Theory Model use?
Jleo Theory Model is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jleo Theory Model use?
About 1.5k tokens (SKILL.md is roughly 6.1k 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 Jleo Theory Model?
Skills that share tags, products or a category with Jleo Theory Model: Sharpening (LeoYeAI/openclaw-master-skills, 2.2k stars), Math Formalization (tradecatlabs/vibe-coding-cn, 17k stars), Smart Contract Formal Verification (sickn33/agentic-awesome-skills, 47k stars) and Integration 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 Jleo Theory Model?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.