Guides work on LobeHub's own product search: the shared search repository, provider choice, Elasticsearch mappings, change syncing and reindexing.
$ npx skills add lobehub/lobehub --skill full-text-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lobehub/lobehub full-text-search --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/lobehub/lobehub.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/full-text-search .claude/skills/full-text-search && 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 "full-text-search" agent skill from https://github.com/lobehub/lobehub/tree/canary/.agents/skills/full-text-search into .claude/skills/full-text-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-text-search", 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/lobehub/lobehub/tree/canary/.agents/skills/full-text-searchType 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 lobehub/lobehub --skill full-text-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lobehub/lobehub full-text-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lobehub/lobehub.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/full-text-search .agents/skills/full-text-search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "full-text-search" agent skill from https://github.com/lobehub/lobehub/tree/canary/.agents/skills/full-text-search into .agents/skills/full-text-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-text-search", 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 lobehub/lobehub --skill full-text-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lobehub/lobehub full-text-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lobehub/lobehub.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/full-text-search .cursor/skills/full-text-search && 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 "full-text-search" agent skill from https://github.com/lobehub/lobehub/tree/canary/.agents/skills/full-text-search into .cursor/skills/full-text-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-text-search", 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/lobehub/lobehub.git --path .agents/skills/full-text-search--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 lobehub/lobehub --skill full-text-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lobehub/lobehub full-text-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lobehub/lobehub.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/full-text-search .gemini/skills/full-text-search && 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 "full-text-search" agent skill from https://github.com/lobehub/lobehub/tree/canary/.agents/skills/full-text-search into .gemini/skills/full-text-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-text-search", 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 lobehub/lobehub full-text-searchInstalls 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 lobehub/lobehub --skill full-text-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lobehub/lobehub.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/full-text-search .github/skills/full-text-search && 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 "full-text-search" agent skill from https://github.com/lobehub/lobehub/tree/canary/.agents/skills/full-text-search into .github/skills/full-text-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-text-search", 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 lobehub/lobehub --skill full-text-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lobehub/lobehub full-text-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lobehub/lobehub.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/full-text-search .opencode/skills/full-text-search && 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 "full-text-search" agent skill from https://github.com/lobehub/lobehub/tree/canary/.agents/skills/full-text-search into .opencode/skills/full-text-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-text-search", 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.
full-text-searchGuides work on LobeHub's own product search: the shared search repository, provider choice, Elasticsearch mappings, change syncing and reindexing.
The scope is search over data that LobeHub itself stores, such as agents, topics, messages, files, knowledge bases, documents, chat groups and memories. Web search providers that an agent calls at run time are out of scope. Searches follow one path: routers and services call `createFtsSearchRepo`, which returns an `FtsSearchRepo` that talks to the selected backend and keeps the existing result shapes.
Each part of the stack has a named owner. A server service picks the provider per request and holds the Elasticsearch client, the database package holds the PostgreSQL and Elasticsearch repositories plus document mappings, and a sync outbox captures changes with claims, retries, dead letters and revision fences. A resumable script handles full reindexing. `FTS_SEARCH_PROVIDER` selects `pg_search`, `elasticsearch` or `pg_like` per deployment, and provider errors must surface instead of silently falling back. A reference file covers Elasticsearch mapping migrations.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 1e86647. 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.
Shell commands in SKILL.md call:
bunFrom 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.
Product Full-Text Search loads about 4.1k tokens when it runs, and up to ~7.7k if it reads all its reference files. Until then it costs about 47 tokens; SKILL.md has 1,933 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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,933 words (~4,084 tokens).
“This skill covers search over LobeHub-owned product data such as agents, topics, messages, files, knowledge bases, documents, chat groups, and memories. It does not cover the agent's external web search providers under apps/server/src/services/search/ or builtin web-browsing tools.”
SKILL.md and 1 other file (references) in .agents/skills/full-text-search of lobehub/lobehub.
Open the folder on GitHubat commit 1e86647
Product Full-Text Search 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 |
|---|---|---|---|---|---|---|
| Product Full-Text Search this skilllobehub/lobehub | 83k | — | ~4.1k | Automated safety check: Pass | Custom licence | |
| Detecting Debug Endpointsjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2k | Automated safety check: Pass | MIT | |
| Whodbxiaoyuge886/aigc | 198 | — | ~894 | Automated safety check: Pass | MIT | |
| cmux Backend Rulesmanaflow-ai/cmux | 28k | 1 repos | ~682 | Automated safety check: Pass | Custom licence | |
| Geoflowyaojingang/GEOFlow | 3.8k | — | ~722 | Automated safety check: Pass | AGPL-3.0 | |
| Backend Guidelightly-ai/lightly-studio | 896 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 |
jeremylongshore/tons-of-skills-marketplace
Probe a target for accidentally-public admin / debug / introspection endpoints — Spring Boot Actuator, Apache server-status, Prometheus metrics, GraphQL playground, Swagger UI, phpMyAdmin…
xiaoyuge886/aigc
Database operations including querying, schema exploration, and data analysis.
manaflow-ai/cmux
Sets the backend TypeScript and Cloud VM rules for cmux: Effect-based services, thin route handlers, Postgres as source of truth, migrations and provider secrets.
yaojingang/GEOFlow
Operate/develop GEOFlow CLI/Laravel/admin/API, topics/专题 and topic tasks, theme libraries/replication, sites/leads/Agent, channel sync and legacy yao-geoflow-cli/design/template migration.
lightly-ai/lightly-studio
Read before adding or changing backend code in lightlystudio - FastAPI routes, services, resolvers, SQLModel tables, or database access.
litefuse/litefuse
Comprehensive backend development guide for Litefuse's Next.js 14/tRPC/Express/TypeScript monorepo.
lobehub/lobehub
Builds single-file interactive HTML prototypes rendered with the real LobeHub UI components and written as production-style React, so they can later be split into files.
lobehub/lobehub
Verifies a delivery end to end by driving the real product on a CLI, web, desktop or iOS Simulator surface, capturing evidence and publishing a round with the lh CLI.
lobehub/lobehub
Audits stale Git worktrees and branches with a bundled script, classifies each one, and deletes only after you approve the exact candidates.
lobehub/lobehub
Maintains LobeHub's model-backed alint rule set: writing rules, removing false positives against real code, deciding warn versus error and tracking token cost.
lobehub/lobehub
Guides building LobeHub builtin agent tools, from the manifest and execution runtime to executors, chat UI renders and registry wiring.
lobehub/lobehub
Explains how LobeHub client code fetches data through services, SWR store hooks and cache keys, and when to avoid useEffect fetching or duplicated state.
Works with
Categories
Guides work on LobeHub's own product search: the shared search repository, provider choice, Elasticsearch mappings, change syncing and reindexing. The scope is search over data that LobeHub itself stores, such as agents, topics, messages, files, knowledge bases, documents, chat groups and memories. Web search providers that an agent calls at run time are out of scope.
Product Full-Text Search fits situations like: adding a searchable entity or field to LobeHub's product search; changing an Elasticsearch mapping and planning its migration; debugging missing or stale results caused by the search sync outbox; choosing or adding a provider behind the search repository.
Run `npx skills add lobehub/lobehub --skill full-text-search -a claude-code`. Or copy the skill folder (.agents/skills/full-text-search in lobehub/lobehub) into .claude/skills/full-text-search in your project. Claude Code loads it when a task matches its description.
Run `npx skills add lobehub/lobehub --skill full-text-search -a codex`. Or copy the skill folder (.agents/skills/full-text-search in lobehub/lobehub) into .agents/skills/full-text-search 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 lobehub/lobehub --skill full-text-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/full-text-search, .gemini/skills/full-text-search, .github/skills/full-text-search and .opencode/skills/full-text-search in your project.
Going by SKILL.md and its folder, Product Full-Text Search needs the command-line tools its instructions call (bun). Our summary lists: The LobeHub repository.
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.
Product Full-Text Search has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 4.1k tokens (SKILL.md is roughly 16k 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 3.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Product Full-Text Search: Detecting Debug Endpoints (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Whodb (xiaoyuge886/aigc, 198 stars), cmux Backend Rules (manaflow-ai/cmux, 28k stars) and Geoflow (yaojingang/GEOFlow, 3.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
lobehub (a GitHub organization) maintains it in lobehub/lobehub, which has 83,095 GitHub stars. The repository holds 50 skills in this directory. The repository was last updated on October 10, 2026.
Source: lobehub/lobehub on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
