Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Find all concrete implementations of an interface or abstract type.
$ npx skills add blackwell-systems/agent-lsp --skill lsp-implement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install blackwell-systems/agent-lsp lsp-implement --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/blackwell-systems/agent-lsp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/lsp-implement .claude/skills/lsp-implement && 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 "lsp-implement" agent skill from https://github.com/blackwell-systems/agent-lsp/tree/main/skills/lsp-implement into .claude/skills/lsp-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lsp-implement", 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/blackwell-systems/agent-lsp/tree/main/skills/lsp-implementType 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 blackwell-systems/agent-lsp --skill lsp-implement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install blackwell-systems/agent-lsp lsp-implement --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/blackwell-systems/agent-lsp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/lsp-implement .agents/skills/lsp-implement && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "lsp-implement" agent skill from https://github.com/blackwell-systems/agent-lsp/tree/main/skills/lsp-implement into .agents/skills/lsp-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lsp-implement", 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 blackwell-systems/agent-lsp --skill lsp-implement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install blackwell-systems/agent-lsp lsp-implement --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/blackwell-systems/agent-lsp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/lsp-implement .cursor/skills/lsp-implement && 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 "lsp-implement" agent skill from https://github.com/blackwell-systems/agent-lsp/tree/main/skills/lsp-implement into .cursor/skills/lsp-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lsp-implement", 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/blackwell-systems/agent-lsp.git --path skills/lsp-implement--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 blackwell-systems/agent-lsp --skill lsp-implement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install blackwell-systems/agent-lsp lsp-implement --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/blackwell-systems/agent-lsp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/lsp-implement .gemini/skills/lsp-implement && 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 "lsp-implement" agent skill from https://github.com/blackwell-systems/agent-lsp/tree/main/skills/lsp-implement into .gemini/skills/lsp-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lsp-implement", 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 blackwell-systems/agent-lsp lsp-implementInstalls 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 blackwell-systems/agent-lsp --skill lsp-implement -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/blackwell-systems/agent-lsp.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/lsp-implement .github/skills/lsp-implement && 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 "lsp-implement" agent skill from https://github.com/blackwell-systems/agent-lsp/tree/main/skills/lsp-implement into .github/skills/lsp-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lsp-implement", 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 blackwell-systems/agent-lsp --skill lsp-implement -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install blackwell-systems/agent-lsp lsp-implement --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/blackwell-systems/agent-lsp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/lsp-implement .opencode/skills/lsp-implement && 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 "lsp-implement" agent skill from https://github.com/blackwell-systems/agent-lsp/tree/main/skills/lsp-implement into .opencode/skills/lsp-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lsp-implement", 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.
lsp-implementFind all concrete implementations of an interface or abstract type.
Lsp Implement is an agent skill from blackwell-systems/agent-lsp. Find all concrete implementations of an interface or abstract type. Use when you need to know what types satisfy an interface, or what subtypes exist before changing a base type.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires the agent-lsp MCP server (github.com/blackwell-systems/agent-lsp)
It sits in Development. The repository describes itself as: MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 6fa5faf. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
mcp__lsp__start_lspmcp__lsp__get_server_capabilitiesmcp__lsp__go_to_symbolmcp__lsp__go_to_implementationmcp__lsp__type_hierarchymcp__lsp__open_documentFrom allowed-tools in the SKILL.md frontmatter.
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.
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.
Requires the agent-lsp MCP server (github.com/blackwell-systems/agent-lsp)
From compatibility in the SKILL.md frontmatter.
Lsp Implement loads about 1.2k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 355 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 blackwell-systems/agent-lsp at commit 6fa5faf, republished under its MIT licence (© blackwell-systems). 355 words, ~1,155 tokens.
.claude/skills/lsp-implement/SKILL.md (or your agent's skills folder).Requires the agent-lsp MCP server.
Find every concrete type that implements an interface, or every subtype of an abstract type. Read-only — does not modify any files.
Use this skill before changing an interface signature, adding a method to an interface, or removing a base-type method. It tells you every type that must be updated.
Invocation: User provides type_name (e.g. "Handler", "io.Reader").
Optionally provide workspace_root.
Check server capabilities — go_to_implementation and type_hierarchy are
optional features not implemented by all language servers:
mcp__lsp__get_server_capabilities()Note which of go_to_implementation and type_hierarchy appear in
supported_tools. The steps below depend on this result.
If neither is supported, report "Server does not support implementation lookup" and stop.
mcp__lsp__go_to_symbol({
"symbol_path": "<TypeName>",
"workspace_root": "/abs/path" // optional
})
→ returns: file, line, column (1-indexed)Open the file so the language server tracks it:
mcp__lsp__open_document({
"file_path": "<file from go_to_symbol>"
})Record file, line, column for subsequent steps.
Only if go_to_implementation appears in supported_tools.
mcp__lsp__go_to_implementation({
"file_path": "<file>",
"line": <line>,
"column": <column>
})Returns a list of locations — each is a concrete type that satisfies the interface. Group by file. Record type names and locations.
If go_to_implementation is not supported: skip; note in report.
Only if type_hierarchy appears in supported_tools.
mcp__lsp__type_hierarchy({
"file_path": "<file>",
"line": <line>,
"column": <column>,
"direction": "subtypes" // use "both" to also see what this type extends
})subtypes returns concrete types that extend or embed this type.
supertypes returns what this type itself implements.
Cross-reference with Step 2 results — the union gives the complete implementation surface.
If type_hierarchy is not supported: skip; note in report.
## Implementation Report: <TypeName>
### Definition
- File: <file>:<line>
- Kind: interface / abstract type / base struct
### Concrete Implementations (<N> found)
- TypeA — <file>:<line>
- TypeB — <file>:<line>
...
### Type Hierarchy
Supertypes: [list or "none"]
Subtypes: [list or "same as implementations above" or "not supported"]
### Risk Assessment
| N implementations | Recommendation |
|---|---|
| 0 | Interface unused or no external implementors found. May be internal-only. |
| 1–3 | Low risk. All implementors can be updated together. |
| 4–10 | Medium risk. Plan updates package by package. |
| > 10 | High risk. Changing the interface is a breaking API change. |Before adding a method to an interface: Run lsp-implement to find all types that will need the new method. Each implementation site must be updated — this is your required change list.
Before removing a method: Find all types that implement it. Check whether any external (outside this repo) packages may be affected.
Understanding polymorphism in an unfamiliar codebase: Run lsp-implement on the primary interface to see the full type hierarchy before making any changes.
| Language | go_to_implementation finds... |
|---|---|
| Go | All types with matching method sets |
| TypeScript | All classes implementing the interface |
| Java/C# | All classes/structs implementing the interface |
| Rust | All structs with impl Trait for ... |
For Go: go_to_implementation on an interface finds all types that satisfy
it, even without an explicit implements declaration.
© blackwell-systems, MIT. 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 skills/lsp-implement of blackwell-systems/agent-lsp.
Open the folder on GitHubat commit 6fa5faf
Lsp Implement 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 |
|---|---|---|---|---|---|---|
| Lsp Implement this skillblackwell-systems/agent-lsp | 159 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Vercel Composition Patternssupabase/supabase | 111k | 59 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 296k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
blackwell-systems/agent-lsp
Enumerate exported symbols in a file and surface those with zero references across the workspace.
blackwell-systems/agent-lsp
Safe workflow for editing exported symbols or public APIs. An agent skill from blackwell-systems/agent-lsp.
blackwell-systems/agent-lsp
Apply available quick-fix code actions for all current diagnostics in a file, one at a time with re-collection between each fix.
blackwell-systems/agent-lsp
Trigger language server code generation — implement interface stubs, generate test skeletons, add missing methods, generate mock types.
blackwell-systems/agent-lsp
Blast-radius analysis for a symbol or file — shows all callers, type supertypes/subtypes, and reference count before you change it.
blackwell-systems/agent-lsp
Two-phase safe rename across the entire workspace. An agent skill from blackwell-systems/agent-lsp.
Categories
Find all concrete implementations of an interface or abstract type. Lsp Implement is an agent skill from blackwell-systems/agent-lsp. Find all concrete implementations of an interface or abstract type.
Lsp Implement fits situations like: you need to know what types satisfy an interface; what subtypes exist before changing a base type.
Run `npx skills add blackwell-systems/agent-lsp --skill lsp-implement -a claude-code`. Or copy the skill folder (skills/lsp-implement in blackwell-systems/agent-lsp) into .claude/skills/lsp-implement in your project. Claude Code loads it when a task matches its description.
Run `npx skills add blackwell-systems/agent-lsp --skill lsp-implement -a codex`. Or copy the skill folder (skills/lsp-implement in blackwell-systems/agent-lsp) into .agents/skills/lsp-implement 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 blackwell-systems/agent-lsp --skill lsp-implement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lsp-implement, .gemini/skills/lsp-implement, .github/skills/lsp-implement and .opencode/skills/lsp-implement in your project.
SKILL.md names no scripts, command-line tools or credentials: Lsp Implement is instructions for the agent only. Its frontmatter pre-approves these tools: mcp__lsp__start_lsp, mcp__lsp__get_server_capabilities, mcp__lsp__go_to_symbol, mcp__lsp__go_to_implementation, mcp__lsp__type_hierarchy, mcp__lsp__open_document. Compatibility (from SKILL.md): Requires the agent-lsp MCP server (github.com/blackwell-systems/agent-lsp).
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.
Lsp Implement is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.6k 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 Lsp Implement: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
blackwell-systems (a GitHub user) maintains it in blackwell-systems/agent-lsp, which has 159 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 7, 2026.
Source: blackwell-systems/agent-lsp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.