Conduct structured policy analysis including problem definition, alternative evaluation, and evidence-based recommendation.
$ npx skills add asgard-ai-platform/skills --skill soc-policy-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install asgard-ai-platform/skills soc-policy-analysis --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/soc-policy-analysis .claude/skills/soc-policy-analysis && 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 "soc-policy-analysis" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/soc-policy-analysis into .claude/skills/soc-policy-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soc-policy-analysis", 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/soc-policy-analysisType 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 soc-policy-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install asgard-ai-platform/skills soc-policy-analysis --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/soc-policy-analysis .agents/skills/soc-policy-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "soc-policy-analysis" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/soc-policy-analysis into .agents/skills/soc-policy-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soc-policy-analysis", 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 soc-policy-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install asgard-ai-platform/skills soc-policy-analysis --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/soc-policy-analysis .cursor/skills/soc-policy-analysis && 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 "soc-policy-analysis" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/soc-policy-analysis into .cursor/skills/soc-policy-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soc-policy-analysis", 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 soc-policy-analysis--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 soc-policy-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install asgard-ai-platform/skills soc-policy-analysis --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/soc-policy-analysis .gemini/skills/soc-policy-analysis && 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 "soc-policy-analysis" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/soc-policy-analysis into .gemini/skills/soc-policy-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soc-policy-analysis", 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 soc-policy-analysisInstalls 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 soc-policy-analysis -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/soc-policy-analysis .github/skills/soc-policy-analysis && 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 "soc-policy-analysis" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/soc-policy-analysis into .github/skills/soc-policy-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soc-policy-analysis", 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 soc-policy-analysis -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 soc-policy-analysis --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/soc-policy-analysis .opencode/skills/soc-policy-analysis && 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 "soc-policy-analysis" agent skill from https://github.com/asgard-ai-platform/skills/tree/main/soc-policy-analysis into .opencode/skills/soc-policy-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soc-policy-analysis", 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.
soc-policy-analysisConduct structured policy analysis including problem definition, alternative evaluation, and evidence-based recommendation.
Soc Policy Analysis is an agent skill from asgard-ai-platform/skills. Conduct structured policy analysis including problem definition, alternative evaluation, and evidence-based recommendation. Use this skill when the user needs to evaluate policy options, compare interventions, assess regulatory impact, or make public sector recommendations — even if they say 'which policy should we adopt', 'what's the best approach to this public problem', or 'evaluate these policy alternatives'.
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/cost-benefit.md` and `references/evidence-hierarchy.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.
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.
Soc Policy Analysis loads about 1.4k tokens when it runs, and up to ~6.8k if it reads all its reference files. Until then it costs about 109 tokens; SKILL.md has 472 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). 472 words, ~1,414 tokens.
.claude/skills/soc-policy-analysis/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Policy analysis is a systematic method for evaluating alternative courses of action to address public problems. It follows a structured process: define the problem → identify alternatives → establish criteria → evaluate → recommend. It applies to government policy, corporate policy, and organizational decision-making.
IRON LAW: Problem Definition Determines Everything
How you define the problem determines which solutions are considered.
"Traffic congestion" suggests road-building. "Excessive car dependency"
suggests public transit. "Inefficient land use" suggests zoning reform.
The same observable situation can be framed as different problems,
leading to completely different policy responses. Make the framing
explicit and examine alternatives.1. Define the Problem
2. Identify Alternatives
3. Establish Evaluation Criteria Common criteria:
| Criterion | Question |
|---|---|
| Effectiveness | Does it solve the problem? |
| Efficiency | Benefit relative to cost? |
| Equity | Who bears the costs? Who gets the benefits? |
| Feasibility | Political, administrative, and technical viability? |
| Sustainability | Can it be maintained long-term? |
4. Evaluate Alternatives Score each alternative against each criterion. Use evidence (data, case studies, research) wherever possible. Acknowledge uncertainty.
5. Recommend Select the alternative with the best overall profile. Justify the trade-offs explicitly — no alternative will score highest on every criterion.
6. Implementation Considerations
# Policy Analysis: {Problem}
## Problem Definition
- Problem: {description}
- Affected population: {who}
- Root cause: {analysis}
- Alternative framings: {other ways to define this problem}
## Alternatives
1. Status quo
2. {Option A}
3. {Option B}
4. {Option C}
## Evaluation Matrix
| Criterion | Status Quo | Option A | Option B | Option C |
|-----------|-----------|----------|----------|----------|
| Effectiveness | L/M/H | L/M/H | L/M/H | L/M/H |
| Efficiency | L/M/H | ... | ... | ... |
| Equity | L/M/H | ... | ... | ... |
| Feasibility | L/M/H | ... | ... | ... |
## Recommendation
**{Selected option}** — {justification including trade-off acknowledgment}
## Implementation Plan
- Political path: {approval process}
- Timeline: {phases}
- Monitoring: {how to measure success}Scenario: Policy analysis for reducing food delivery rider injuries in Taipei
references/cost-benefit.mdreferences/evidence-hierarchy.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 soc-policy-analysis of asgard-ai-platform/skills.
Open the folder on GitHubat commit 4e7f4f8
Soc Policy Analysis 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 |
|---|---|---|---|---|---|---|
| Soc Policy Analysis this skillasgard-ai-platform/skills | 242 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Implementing Policy As Code With Open Policy Agentmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | |
| Code Of Conductsickn33/agentic-awesome-skills | 47k | 1 repos | ~6.7k | Automated safety check: Pass | MIT | |
| Is This A Problemanthropics/claude-for-legal | 9.6k | 2 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Policy Acknowledgementsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Privacy Policythedaviddias/Front-End-Checklist | 74k | — | ~617 | Automated safety check: Pass | MIT |
mukul975/Anthropic-Cybersecurity-Skills
Implements policy-as-code enforcement with Open Policy Agent (OPA) and Gatekeeper for Kubernetes and CI/CD pipelines, covering writing Rego policies, deploying OPA Gatekeeper as a Kubernetes…
sickn33/agentic-awesome-skills
Build a human-reviewed conduct register after context-first intake.
anthropics/claude-for-legal
Fast "is this a problem?" answer for the quick Slack question — pattern-matches against your calibration.
sickn33/agentic-awesome-skills
Policy acknowledgement register: employee, policy and version, sent and due dates, acknowledged date and flag, days overdue, reminder sent and status.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing whether a website has a visible, accessible privacy policy link, particularly in the footer navigation.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Use correct definition list structure.
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.
Conduct structured policy analysis including problem definition, alternative evaluation, and evidence-based recommendation. Soc Policy Analysis is an agent skill from asgard-ai-platform/skills. Conduct structured policy analysis including problem definition, alternative evaluation, and evidence-based recommendation.
Soc Policy Analysis fits situations like: the user needs to evaluate policy options; compare interventions; assess regulatory impact; make public sector recommendations — even if they say which policy should we adopt.
Run `npx skills add asgard-ai-platform/skills --skill soc-policy-analysis -a claude-code`. Or copy the skill folder (soc-policy-analysis in asgard-ai-platform/skills) into .claude/skills/soc-policy-analysis in your project. Claude Code loads it when a task matches its description.
Run `npx skills add asgard-ai-platform/skills --skill soc-policy-analysis -a codex`. Or copy the skill folder (soc-policy-analysis in asgard-ai-platform/skills) into .agents/skills/soc-policy-analysis 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 soc-policy-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/soc-policy-analysis, .gemini/skills/soc-policy-analysis, .github/skills/soc-policy-analysis and .opencode/skills/soc-policy-analysis in your project.
SKILL.md names no scripts, command-line tools or credentials: Soc Policy Analysis 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.
Soc Policy Analysis 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 5.7k 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 5.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Soc Policy Analysis: Implementing Policy As Code With Open Policy Agent (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Code Of Conduct (sickn33/agentic-awesome-skills, 47k stars), Is This A Problem (anthropics/claude-for-legal, 9.6k stars) and Policy Acknowledgement (sickn33/agentic-awesome-skills, 47k 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.
