Arize Evaluator
github/awesome-copilot
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and…
Apply Dunning's OLI Paradigm (Eclectic Theory) to evaluate foreign direct investment decisions based on Ownership, Location, and Internalization advantages.
$ npx skills add asgard-ai-platform/skills --skill grad-oli -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install asgard-ai-platform/skills grad-oli --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/asgard-ai-platform/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/grad-oli .claude/skills/grad-oli && 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 "grad-oli" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/grad-oli into .claude/skills/grad-oli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-oli", 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/asgard-ai-platform/skills/tree/main/grad-oliType 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 asgard-ai-platform/skills --skill grad-oli -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install asgard-ai-platform/skills grad-oli --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/grad-oli .agents/skills/grad-oli && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "grad-oli" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/grad-oli into .agents/skills/grad-oli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-oli", 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 asgard-ai-platform/skills --skill grad-oli -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install asgard-ai-platform/skills grad-oli --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/grad-oli .cursor/skills/grad-oli && 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 "grad-oli" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/grad-oli into .cursor/skills/grad-oli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-oli", 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/asgard-ai-platform/skills.git --path grad-oli--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 asgard-ai-platform/skills --skill grad-oli -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install asgard-ai-platform/skills grad-oli --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/grad-oli .gemini/skills/grad-oli && 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 "grad-oli" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/grad-oli into .gemini/skills/grad-oli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-oli", 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 asgard-ai-platform/skills grad-oliInstalls 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 asgard-ai-platform/skills --skill grad-oli -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/grad-oli .github/skills/grad-oli && 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 "grad-oli" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/grad-oli into .github/skills/grad-oli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-oli", 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 asgard-ai-platform/skills --skill grad-oli -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install asgard-ai-platform/skills grad-oli --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/grad-oli .opencode/skills/grad-oli && 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 "grad-oli" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/grad-oli into .opencode/skills/grad-oli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-oli", 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.
grad-oliApply Dunning's OLI Paradigm (Eclectic Theory) to evaluate foreign direct investment decisions based on Ownership, Location, and Internalization advantages.
Grad Oli is an agent skill from asgard-ai-platform/skills. Apply Dunning's OLI Paradigm (Eclectic Theory) to evaluate foreign direct investment decisions based on Ownership, Location, and Internalization advantages. Use this skill when the user needs to decide whether to invest abroad, choose between FDI modes (wholly-owned subsidiary, joint venture, licensing), or explain why a firm internationalizes through FDI rather than export or licensing.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `examples/sample_scenario.md`, `references/oli-formalization.md` and `references/oli-services.md`).
The repository describes itself as: 301 open-source coding agent skills across 22 domains — methodology, judgment & gotchas packaged as Claude Agent Skills for the Asgard AI Platform. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4e7f4f8. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Grad Oli loads about 1.4k tokens when it runs, and up to ~8.4k if it reads all its reference files. Until then it costs about 100 tokens; SKILL.md has 489 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.
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.
The full file from asgard-ai-platform/skills at commit 4e7f4f8, republished under its MIT licence (© asgard-ai-platform). 489 words, ~1,388 tokens.
.claude/skills/grad-oli/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.The OLI Paradigm explains why firms engage in foreign direct investment (FDI) rather than exporting or licensing. Three conditions must hold simultaneously: the firm possesses Ownership advantages (proprietary assets), the foreign Location offers advantages over the home market, and Internalization is preferable to market-based transactions (licensing/franchising). The configuration of OLI advantages also determines the FDI mode.
Trigger conditions:
When NOT to use:
IRON LAW: ALL Three OLI Advantages Must Be Present to Justify FDI
- Ownership (O) alone -> License or export (no need to be there)
- Ownership + Location (O+L) -> Export (no need to internalize)
- Ownership + Internalization (O+I) -> Domestic production (no location pull)
Only when O + L + I are ALL present does FDI make economic sense.
If ANY one is missing, a different entry mode is optimal.Identify firm-specific advantages foreign competitors lack: asset-based (Oa: patents, technology, brand) and transaction-based (Ot: managerial capabilities, scale economies). If no clear O advantage exists, STOP -- the firm has no basis for FDI.
Evaluate why the foreign location is superior to serving from home:
If no clear L advantage exists -> Export from home is sufficient.
Evaluate why internal governance is preferable to licensing or franchising:
If no clear I advantage exists -> License or franchise instead of FDI.
| OLI Configuration | Recommended Mode |
|---|---|
| O + L + I (all strong) | Wholly-owned subsidiary (greenfield or acquisition) |
| O + L + I (I moderate) | Joint venture (share control, reduce risk) |
| O + L (no I) | Licensing / franchising |
| O only (no L, no I) | Export from home |
| No O | Do not internationalize |
# OLI Assessment: {Firm} -> {Target Country/Market}
## Ownership Advantages (O)
- Asset-based: {list with strength rating}
- Transaction-based: {list with strength rating}
- O assessment: Strong / Moderate / Weak
## Location Advantages (L)
- Motivation: Market / Resource / Efficiency / Strategic asset
- Key L factors: {list}
- L assessment: Strong / Moderate / Weak
## Internalization Advantages (I)
- Transaction cost drivers: {list}
- Opportunism risk: High / Medium / Low
- I assessment: Strong / Moderate / Weak
## OLI Configuration: {O+L+I / O+L / O only / etc.}
## Recommended Entry Mode: {mode with rationale}references/oli-formalization.mdreferences/oli-services.md© asgard-ai-platform, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (references) in grad-oli of asgard-ai-platform/skills.
Open the folder on GitHubat commit 4e7f4f8
Grad Oli 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 |
|---|---|---|---|---|---|---|
| Grad Oli this skillasgard-ai-platform/skills | 242 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Arize Evaluatorgithub/awesome-copilot | 40k | 1 repos | ~8.1k | Automated safety check: Notes | MIT | |
| LLM Evaluationdavila7/claude-code-templates | 33k | 12 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Agent Evaluationsickn33/agentic-awesome-skills | 47k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| EvaluatorsArize-ai/phoenix | 12k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Agent Evaluation Reportingsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.1k | Automated safety check: Pass | MIT |
github/awesome-copilot
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and…
davila7/claude-code-templates
Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
sickn33/agentic-awesome-skills
Evaluate agent behavior with versioned cases and explicit verifiers.
Arize-ai/phoenix
Author or refine a Phoenix evaluator — code or LLM-as-a-judge — that scores a run's output.
sickn33/agentic-awesome-skills
A skill your agent uses when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.
PostHog/posthog
Author continuously-running online evaluations in PostHog AI observability, grounded in real failure modes you've identified.
asgard-ai-platform/skills
Implement BM25 ranking function for e-commerce product search relevance scoring.
asgard-ai-platform/skills
Calculate Cpk process capability index to assess whether a process meets specification requirements.
asgard-ai-platform/skills
Calculate price elasticity of demand to quantify how price changes affect sales volume.
asgard-ai-platform/skills
Apply Bayesian averaging to rank items by combining observed ratings with prior expectations.
asgard-ai-platform/skills
Implement Elo rating system to rank items or players from pairwise comparison outcomes.
asgard-ai-platform/skills
Calculate Wilson Score confidence intervals for ranking items by positive proportion with sample size correction.
Apply Dunning's OLI Paradigm (Eclectic Theory) to evaluate foreign direct investment decisions based on Ownership, Location, and Internalization advantages. Grad Oli is an agent skill from asgard-ai-platform/skills. Apply Dunning's OLI Paradigm (Eclectic Theory) to evaluate foreign direct investment decisions based on Ownership, Location, and Internalization advantages.
Grad Oli fits situations like: the user needs to decide whether to invest abroad; choose between FDI modes (wholly-owned subsidiary; explain why a firm internationalizes through FDI rather than export.
Run `npx skills add asgard-ai-platform/skills --skill grad-oli -a claude-code`. Or copy the skill folder (grad-oli in asgard-ai-platform/skills) into .claude/skills/grad-oli in your project. Claude Code loads it when a task matches its description.
Run `npx skills add asgard-ai-platform/skills --skill grad-oli -a codex`. Or copy the skill folder (grad-oli in asgard-ai-platform/skills) into .agents/skills/grad-oli in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add asgard-ai-platform/skills --skill grad-oli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/grad-oli, .gemini/skills/grad-oli, .github/skills/grad-oli and .opencode/skills/grad-oli in your project.
SKILL.md names no scripts, command-line tools or credentials: Grad Oli is instructions for the agent only.
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.
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.
Grad Oli is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Grad Oli: Arize Evaluator (github/awesome-copilot, 40k stars), LLM Evaluation (davila7/claude-code-templates, 33k stars), Agent Evaluation (sickn33/agentic-awesome-skills, 47k stars) and Evaluators (Arize-ai/phoenix, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
asgard-ai-platform (a GitHub organization) maintains it in asgard-ai-platform/skills, which has 242 GitHub stars. The repository holds 207 skills in this directory. The repository was last updated on June 6, 2026.
Source: asgard-ai-platform/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.