Tw Legal RAG
aa0101181514/tw-legal-rag
Retrieve real Taiwan court judgments with verifiable citations before answering any question about Taiwan law or case law.
Research roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw search terms.
$ npx skills add anthropics/claude-for-legal --skill research-start -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install anthropics/claude-for-legal research-start --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/anthropics/claude-for-legal.git skills-src && mkdir -p .claude/skills && cp -r skills-src/legal-clinic/skills/research-start .claude/skills/research-start && 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 "research-start" agent skill from https://github.com/anthropics/claude-for-legal/tree/main/legal-clinic/skills/research-start into .claude/skills/research-start/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-start", 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/anthropics/claude-for-legal/tree/main/legal-clinic/skills/research-startType 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 anthropics/claude-for-legal --skill research-start -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install anthropics/claude-for-legal research-start --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anthropics/claude-for-legal.git skills-src && mkdir -p .agents/skills && cp -r skills-src/legal-clinic/skills/research-start .agents/skills/research-start && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "research-start" agent skill from https://github.com/anthropics/claude-for-legal/tree/main/legal-clinic/skills/research-start into .agents/skills/research-start/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-start", 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 anthropics/claude-for-legal --skill research-start -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install anthropics/claude-for-legal research-start --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anthropics/claude-for-legal.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/legal-clinic/skills/research-start .cursor/skills/research-start && 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 "research-start" agent skill from https://github.com/anthropics/claude-for-legal/tree/main/legal-clinic/skills/research-start into .cursor/skills/research-start/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-start", 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/anthropics/claude-for-legal.git --path legal-clinic/skills/research-start--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 anthropics/claude-for-legal --skill research-start -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install anthropics/claude-for-legal research-start --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anthropics/claude-for-legal.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/legal-clinic/skills/research-start .gemini/skills/research-start && 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 "research-start" agent skill from https://github.com/anthropics/claude-for-legal/tree/main/legal-clinic/skills/research-start into .gemini/skills/research-start/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-start", 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 anthropics/claude-for-legal research-startInstalls 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 anthropics/claude-for-legal --skill research-start -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/anthropics/claude-for-legal.git skills-src && mkdir -p .github/skills && cp -r skills-src/legal-clinic/skills/research-start .github/skills/research-start && 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 "research-start" agent skill from https://github.com/anthropics/claude-for-legal/tree/main/legal-clinic/skills/research-start into .github/skills/research-start/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-start", 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 anthropics/claude-for-legal --skill research-start -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install anthropics/claude-for-legal research-start --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anthropics/claude-for-legal.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/legal-clinic/skills/research-start .opencode/skills/research-start && 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 "research-start" agent skill from https://github.com/anthropics/claude-for-legal/tree/main/legal-clinic/skills/research-start into .opencode/skills/research-start/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-start", 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.
research-startResearch roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw search terms.
Research Start is an agent skill from anthropics/claude-for-legal, published by the product's own GitHub organization. Research roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw search terms. Leads and frameworks, NOT authoritative citations; students verify and develop everything. Use when a student asks where to start researching, wants a research roadmap for an issue, or needs gaps identified in existing research.
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Legal & Compliance, covering Legal research. The repository describes itself as: A suite of plugins for legal workflows. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4a6c651. 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.
Research Start loads about 2.8k tokens when it runs. Until then it costs about 94 tokens; SKILL.md has 1,198 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 anthropics/claude-for-legal at commit 4a6c651, republished under its Apache-2.0 licence (© anthropics). 1,198 words, ~2,777 tokens.
.claude/skills/research-start/SKILL.md (or your agent's skills folder).~/.claude/plugins/config/claude-for-legal/legal-clinic/CLAUDE.md → jurisdiction, practice area./legal-clinic:research-start "habitability defense to nonpayment eviction in [State]"Legal research is essential to clinical education. But the initial phase — figuring out what to research, finding the right statute, understanding the framework — is often the most time-consuming and least educational part. Students spend hours finding the starting point before they can do the actual research.
This skill produces the starting point: statutes to check, case law areas to investigate, search terms for Westlaw and CourtListener. None of it is verified. None of it is authoritative. All of it is a lead for the student to run down.
This is a pedagogical safeguard, not just an ethical one. Students still learn to research. They just start from a better place.
~/.claude/plugins/config/claude-for-legal/legal-clinic/CLAUDE.md → jurisdiction (state), practice areas.
Before building the roadmap, read the clinic's own seed documents. The supervising attorney uploaded them at cold-start (handbook, filing guides, local court rules, intake forms, example case files, prior memos) — they are pre-vetted, jurisdiction-specific, and will beat any Westlaw query on the first 20 minutes of a student's research.
~/.claude/plugins/config/claude-for-legal/legal-clinic/CLAUDE.md → ## Seed documents. Identify any item whose purpose or filename matches the research area (e.g., "Alameda UD filing guide" for a UD habitability question; a redacted sample case file in the same practice area; a prior memo on the same issue).LIMITED DATA flag set in ## Seed documents, add a one-line note: "Clinic has fewer than 10 seed docs; your professor's precedent bank is thin — lean harder on primary sources and flag what's missing for your supervisor."The roadmap still covers statutes, case law areas, secondary sources, and search terms — seed docs are the first lead, not a replacement for the rest. But surface them above everything else so the student starts where their supervisor's precedent starts.
What's the research question? Be specific. Not "eviction defenses" — "habitability defense to nonpayment eviction in [State], specifically whether a broken heater qualifies and whether the tenant had to give written notice."
If the question is too broad, narrow it with the student: "That's three research questions. Let's take them one at a time. Which first?"
Statutory starting points: List statutes likely relevant. State explicitly these are likely, not confirmed.
Likely relevant statutes (UNVERIFIED — confirm currency and applicability):
- [State] Landlord-Tenant Act, likely at [State Code Title X] — look for "warranty of habitability" or "repair and deduct"
- Local housing code for [City/County] — may define specific conditions (heat, water) as required
[VERIFY each citation is current and correct — codes get renumbered]
Case law areas to investigate: Not cases — areas. The student finds the cases.
Case law areas:
- [State] Supreme Court or appellate decisions on implied warranty of habitability — look for the leading case establishing the doctrine
- Cases on what conditions qualify — heat specifically, if any
- Cases on procedural prerequisites — did tenant have to give notice? withhold rent? escrow?
- Cases on the remedy — offset against rent owed, or a separate damages claim?
Regulatory / administrative sources: If applicable (immigration especially).
Administrative sources:
- [Agency] regulations at [CFR cite area]
- Agency guidance or policy manuals — often more current than regs
- For immigration: USCIS Policy Manual, BIA precedent decisions
Secondary sources to orient: Where to get the framework before diving into primary.
Secondary sources (for framework, not to cite):
- [State] practice guide on landlord-tenant (check clinic library)
- Relevant CLE materials
- Law review notes on the specific issue if it's contested
Search terms: For Westlaw, or whatever the clinic uses.
Search terms to try:
- Westlaw:
"warranty of habitability" /s heat! & [State]- CourtListener:
implied warranty of habitability AND (heat OR heater) AND [State]- Refine based on what comes back — these are starting queries
If the skill is unsure whether a source is relevant or current:
[UNCERTAIN: whether [State] has a specific statute on this vs. common-law doctrine only — the search will tell you]
Uncertainty is stated, not hidden.
No silent supplement. This skill produces leads, not authoritative citations — by design, students run the citations down themselves. But if a query to a configured research tool (Westlaw, CourtListener) returns few or no results for a specific rule or case, say so and stop. Do NOT manufacture citations from web search or model knowledge to fill a thin result set without asking. Say: "The search returned [N] results from [tool]. Coverage appears thin for [rule]. Options: (1) broaden the search query, (2) try a different research tool, (3) search the web — results will be tagged
[web search — verify]and should be checked against a primary source before relying, or (4) stop here and flag the gap for your supervisor. Which would you like?" The supervising attorney decides whether to accept lower-confidence sources.Source attribution. Tag every suggested citation with where it came from:
[Westlaw],[CourtListener], or the MCP tool name for citations retrieved from a legal research connector;[web search — verify]for web-search citations;[model knowledge — verify]for citations recalled from training data;[user provided]for citations supplied by the supervising attorney or case file. Citations taggedverifycarry higher fabrication risk and should be checked first. Never strip or collapse the tags — they tell the student which leads are raw research and which are model guesses to verify against a primary source.
If the student has already done some research and uploads it: read it, identify what's covered and what's missing.
From your research so far:
- You have: [summary of what's covered]
- Gap: [what the roadmap above suggests that you haven't found yet]
[VERIFY: the case you cited — [name] — run through a citator (verify it is good law) it, it may have been distinguished or limited]
═══════════════════════════════════════════════════════════════════════
RESEARCH ROADMAP — LEADS, NOT AUTHORITIES
Nothing below is a verified citation. Every statute, every case area,
every search term is a starting point for YOUR research. You verify
currency, applicability, and accuracy. You find the actual cases.
If something below turns out to be wrong or outdated, that's expected —
this is a map of where to look, not a substitute for looking.
═══════════════════════════════════════════════════════════════════════
# Research Roadmap: [Issue]
**Jurisdiction:** [State] | **Practice area:** [area]
## Seed documents to read first
[Per Step 0. List any clinic seed docs that match the issue with a one-line
"what this likely covers" note. If none matched: "No clinic seed documents
match this issue — proceeding to primary sources."]
## Statutory starting points (UNVERIFIED)
[list with VERIFY flags]
## Case law areas to investigate
[areas, not cases]
## Administrative / regulatory sources
[if applicable]
## Secondary sources (for framework, not citation)
[list]
## Search terms
**Westlaw:** [queries]
## Uncertainty flags
[Everywhere the roadmap is genuinely unsure]
---
## What to do with this
1. Start with a secondary source to get the framework
2. Find and read the primary statutes — confirm the citations above are current
3. Run the searches, find the leading cases
4. run through a citator (verify it is good law) everything before relying on it
5. Come back and run `/memo` to scaffold your analysis once you have the rule
## What this roadmap does NOT do
- **It does not give you citations you can use.** Every cite above is a lead
to verify, not an authority to rely on.
- **It does not do the research.** You do the research. This gets you to the
starting line faster.
- **It does not replace Westlaw.** Those have the actual cases. This
tells you where to point them.
---
**Cite verification — required before use.** Citations above were generated by an AI model and have not been verified. Before relying on any case, statute, or rule — or including it in client work — run it through Westlaw, CourtListener, or your clinic's research platform for accuracy and current good-law status. Flag unverified citations to your supervisor.End with the next-steps decision tree per CLAUDE.md ## Outputs. Customize the options to what this skill just produced — the five default branches (draft the X, escalate, get more facts, watch and wait, something else) are a starting point, not a lock-in. The tree is the output; the lawyer picks.
© anthropics, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in legal-clinic/skills/research-start of anthropics/claude-for-legal.
Open the folder on GitHubat commit 4a6c651
We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in anthropics/claude-for-legal, which our catalogue first saw on October 7, 2026.
Research Start 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 |
|---|---|---|---|---|---|---|
| Research Start this skillanthropics/claude-for-legal | 9.6k | 3 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Tw Legal RAGaa0101181514/tw-legal-rag | 328 | — | ~580 | Automated safety check: Pass | Custom licence | |
| Design Award SearchSeanJ1ang/design-judge-skills | 712 | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| China Lawyer AnalystCSlawyer1985/china-lawyer-analyst | 196 | — | ~3.3k | Automated safety check: Pass | None | |
| Billing And Litigation BudgetTHUYRan/Legal-Skills-Chinese | 873 | — | ~5k | Automated safety check: Pass | None | |
| Legal Issue ResearchGolden2002/legal-research-skill | 156 | — | ~6.8k | Automated safety check: Pass | MIT |
aa0101181514/tw-legal-rag
Retrieve real Taiwan court judgments with verifiable citations before answering any question about Taiwan law or case law.
SeanJ1ang/design-judge-skills
Find and verify award-winning designs in the same or adjacent functional category through eight explicit relevance dimensions: problem and user, core function, sensing technology, intervention…
CSlawyer1985/china-lawyer-analyst
通过中国法律视角分析事件,运用成文法解释、指导案例参照、请求权基础分析等方法, 理解权利义务、评估责任风险、识别法律依据并推荐合规策略。
THUYRan/Legal-Skills-Chinese
A skill your agent uses when the user needs to track or manage attorney hours, expert fees, and investigation costs; control litigation spend; or prepare timesheets or expense statements for clients.
Golden2002/legal-research-skill
中国法律全领域系统性检索专家. An agent skill from Golden2002/legal-research-skill.
Serein-81/financial_rag
Searches current Chinese tax laws, rates and policy changes with Tavily web search, prioritizing government sources and flagging outdated or conflicting results.
anthropics/claude-for-legal
Structures a legal clinic client intake interview and produces a case summary with cross-area issue spotting, conflict flags and triage classification.
anthropics/claude-for-legal
Holds student work in a queue for a legal clinic professor to approve, edit-then-approve or return before anything reaches clients or courts.
anthropics/claude-for-legal
Builds a review grid with one row per document and one column per data point, each cell cited to a verbatim quote, built for M&A diligence and other batch reviews.
anthropics/claude-for-legal
Runs a category-by-category legal review of a product launch from a PRD or tracker ticket, calibrated to your team's framework, and writes a review memo in house format.
anthropics/claude-for-legal
Searches watched registries for community legal skills, shows matches with descriptions and offers the full SKILL.md before anything is installed.
anthropics/claude-for-legal
Shows which contracts renew soon and when notice must be sent by, working from a maintained renewal register, and warns about missed cancellation windows.
Categories
Research roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw search terms. Research Start is an agent skill from anthropics/claude-for-legal, published by the product's own GitHub organization. Research roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw search terms.
Research Start fits situations like: A student asks where to start researching; wants a research roadmap for an issue; needs gaps identified in existing research.
Run `npx skills add anthropics/claude-for-legal --skill research-start -a claude-code`. Or copy the skill folder (legal-clinic/skills/research-start in anthropics/claude-for-legal) into .claude/skills/research-start in your project. Claude Code loads it when a task matches its description.
Run `npx skills add anthropics/claude-for-legal --skill research-start -a codex`. Or copy the skill folder (legal-clinic/skills/research-start in anthropics/claude-for-legal) into .agents/skills/research-start 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 anthropics/claude-for-legal --skill research-start -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-start, .gemini/skills/research-start, .github/skills/research-start and .opencode/skills/research-start in your project.
SKILL.md names no scripts, command-line tools or credentials: Research Start 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.
Research Start is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Research Start: Tw Legal RAG (aa0101181514/tw-legal-rag, 328 stars), Design Award Search (SeanJ1ang/design-judge-skills, 712 stars), China Lawyer Analyst (CSlawyer1985/china-lawyer-analyst, 196 stars) and Billing And Litigation Budget (THUYRan/Legal-Skills-Chinese, 873 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
anthropics (a GitHub organization, an official publisher) maintains it in anthropics/claude-for-legal, which has 9,629 GitHub stars. The repository holds 147 skills in this directory. The repository was last updated on September 29, 2026.
Source: anthropics/claude-for-legal on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.