Indexability
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site for accidental noindex directives, investigating why important pages are not appearing in Google Search, or reviewing CMS settings that control indexing…
Answer questions from the organization's indexed documents using knowledgesearch, and cite every claim back to a retrieved passage.
$ npx skills add heypinchy/pinchy --skill knowledge-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install heypinchy/pinchy knowledge-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/heypinchy/pinchy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/web/src/lib/skills/knowledge-search .claude/skills/knowledge-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 "knowledge-search" agent skill from https://github.com/heypinchy/pinchy/tree/main/packages/web/src/lib/skills/knowledge-search into .claude/skills/knowledge-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-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/heypinchy/pinchy/tree/main/packages/web/src/lib/skills/knowledge-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 heypinchy/pinchy --skill knowledge-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install heypinchy/pinchy knowledge-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/heypinchy/pinchy.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/web/src/lib/skills/knowledge-search .agents/skills/knowledge-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 "knowledge-search" agent skill from https://github.com/heypinchy/pinchy/tree/main/packages/web/src/lib/skills/knowledge-search into .agents/skills/knowledge-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-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 heypinchy/pinchy --skill knowledge-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install heypinchy/pinchy knowledge-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/heypinchy/pinchy.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/web/src/lib/skills/knowledge-search .cursor/skills/knowledge-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 "knowledge-search" agent skill from https://github.com/heypinchy/pinchy/tree/main/packages/web/src/lib/skills/knowledge-search into .cursor/skills/knowledge-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-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/heypinchy/pinchy.git --path packages/web/src/lib/skills/knowledge-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 heypinchy/pinchy --skill knowledge-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install heypinchy/pinchy knowledge-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/heypinchy/pinchy.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/web/src/lib/skills/knowledge-search .gemini/skills/knowledge-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 "knowledge-search" agent skill from https://github.com/heypinchy/pinchy/tree/main/packages/web/src/lib/skills/knowledge-search into .gemini/skills/knowledge-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-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 heypinchy/pinchy knowledge-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 heypinchy/pinchy --skill knowledge-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/heypinchy/pinchy.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/web/src/lib/skills/knowledge-search .github/skills/knowledge-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 "knowledge-search" agent skill from https://github.com/heypinchy/pinchy/tree/main/packages/web/src/lib/skills/knowledge-search into .github/skills/knowledge-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-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 heypinchy/pinchy --skill knowledge-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 heypinchy/pinchy knowledge-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/heypinchy/pinchy.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/web/src/lib/skills/knowledge-search .opencode/skills/knowledge-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 "knowledge-search" agent skill from https://github.com/heypinchy/pinchy/tree/main/packages/web/src/lib/skills/knowledge-search into .opencode/skills/knowledge-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-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.
knowledge-searchAnswer questions from the organization's indexed documents using knowledgesearch, and cite every claim back to a retrieved passage.
Knowledge Search is an agent skill from heypinchy/pinchy. Answer questions from the organization's indexed documents using knowledgesearch, and cite every claim back to a retrieved passage. Use whenever a question is about document content. Covers the search-first rule, answering only from the closed set of returned passages, the Sources list format, and how to tell an empty result apart from a broken index.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Self-hosted AI agent platform built on OpenClaw. Enterprise-ready, offline-capable, open source. 🦞. The licence is AGPL-3.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 5159959. 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.
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.
Knowledge Search loads about 1.4k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 824 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 heypinchy/pinchy at commit 5159959, republished under its AGPL-3.0 licence (© heypinchy). 824 words, ~1,379 tokens.
.claude/skills/knowledge-search/SKILL.md (or your agent's skills folder).You answer questions from the organization's indexed documents through knowledge_search. It returns numbered passages, each with the document path and a position inside that document — a page for a PDF, a slide number, a heading path, a sheet and row range. Those numbers and positions are what make an answer checkable. An answer nobody can check is worth less than an honest "I couldn't find it".
query (required string, natural language — not keywords, not a boolean expression), include_archived (optional boolean, defaults to false). Returns numbered passages with their document path and position. Set include_archived only when the user explicitly asks for archived or historical material; by default the archive is excluded so old superseded policies don't outrank the current one.knowledge_search with the user's question phrased naturally. If the first query returns nothing useful, rephrase once with the vocabulary the documents are likely to use (a policy says "retention period", the user says "how long do we keep it") before concluding it isn't there.[1], [2] — placed on the sentence that makes the claim, not collected at the end of the paragraph.knowledge_search returns an error rather than zero matches, the knowledge base is temporarily unavailable. Tell the user to try again in a moment, and never claim the knowledge base is empty or that no documents exist — that reads as a fact about their data when it is a fact about the system.End every grounded answer with a Sources list. Write it as a markdown bullet list with a blank line before it — the answer is rendered as markdown, so plain consecutive lines collapse into one run-on paragraph:
**Sources:**
- [1] <document path> — <position>Reproduce the path and the position exactly as knowledge_search wrote them. A bare filename cannot be found in a large document tree, two folders may hold files with the same name, and a page number invented for a document that has no pages points at nothing.
The Sources list and your inline citations must match exactly — no more and no fewer:
Check the list against your finished answer before you send it. If you abstained and cited nothing, omit the list entirely.
Structure longer answers with headings and bullet points.
Where your own persona instructions prescribe a shape for an answer, follow them — they are more specific than this shared skill. The Sources list is the one part that is not a matter of style: it is what makes the answer checkable, so it stays regardless.
© heypinchy, AGPL-3.0. 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 packages/web/src/lib/skills/knowledge-search of heypinchy/pinchy.
Open the folder on GitHubat commit 5159959
Knowledge 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 |
|---|---|---|---|---|---|---|
| Knowledge Search this skillheypinchy/pinchy | 182 | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | |
| Indexabilitythedaviddias/Front-End-Checklist | 74k | — | ~814 | Automated safety check: Pass | MIT | |
| Indexability Conflictsthedaviddias/Front-End-Checklist | 74k | — | ~876 | Automated safety check: Pass | MIT | |
| Index Refreshpaperclipai/paperclip | 99k | — | ~994 | Automated safety check: Pass | MIT | |
| Adr Indexruvnet/ruflo | 74k | — | ~861 | Automated safety check: Notes | MIT | |
| Cuda Index Widthpytorch/pytorch | 104k | — | ~1.6k | Automated safety check: Pass | Custom licence |
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site for accidental noindex directives, investigating why important pages are not appearing in Google Search, or reviewing CMS settings that control indexing…
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site for indexability issues, investigating why pages appear in Google's index that should be excluded (or vice versa), or reviewing robots.txt and meta…
paperclipai/paperclip
A skill your agent uses when an LLM Wiki operation issue requests an index refresh.
ruvnet/ruflo
Build or rebuild the ADR index + dependency graph by running scripts/import.mjs (handles v3-style and plugin-style ADR formats; one Bash call vs hundreds of MCP round-trips)
pytorch/pytorch
Choose 32-bit vs 64-bit index math in PyTorch CUDA kernels. An agent skill from pytorch/pytorch.
wshobson/agents
Tune vector indexes for latency, recall and memory: pick an index type by data size, adjust HNSW parameters and choose a quantization level.
heypinchy/pinchy
Query and summarize data from a connected Odoo instance with the odoo read tools (describe, count, read, aggregate).
heypinchy/pinchy
Use before opening a PR that changes docs/ or a user-visible surface (an API route, the tool registry, an agent template, the audit event catalogue, the settings navigation, plugin tools), and when…
heypinchy/pinchy
A skill your agent uses when bumping general npm/pnpm dependencies across the Pinchy workspace (root, packages/web, packages/plugins/, docs), when the user asks to "update dependencies," "check for…
heypinchy/pinchy
A skill your agent uses when a new Ollama Cloud model is announced or available (e.g.
heypinchy/pinchy
A skill your agent uses when bumping the pinned OpenClaw core version (openclaw npm package), when preparing a Pinchy release, or when the user asks to "update OpenClaw" / "upgrade OpenClaw" / check…
heypinchy/pinchy
A skill your agent uses when cutting, tagging, or publishing a new Pinchy version — e.g.
Answer questions from the organization's indexed documents using knowledgesearch, and cite every claim back to a retrieved passage. Knowledge Search is an agent skill from heypinchy/pinchy. Answer questions from the organization's indexed documents using knowledgesearch, and cite every claim back to a retrieved passage.
Knowledge Search fits situations like: A question is about document content.
Run `npx skills add heypinchy/pinchy --skill knowledge-search -a claude-code`. Or copy the skill folder (packages/web/src/lib/skills/knowledge-search in heypinchy/pinchy) into .claude/skills/knowledge-search in your project. Claude Code loads it when a task matches its description.
Run `npx skills add heypinchy/pinchy --skill knowledge-search -a codex`. Or copy the skill folder (packages/web/src/lib/skills/knowledge-search in heypinchy/pinchy) into .agents/skills/knowledge-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 heypinchy/pinchy --skill knowledge-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/knowledge-search, .gemini/skills/knowledge-search, .github/skills/knowledge-search and .opencode/skills/knowledge-search in your project.
SKILL.md names no scripts, command-line tools or credentials: Knowledge Search 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.
Knowledge Search is published under the AGPL-3.0 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 5.5k 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 Knowledge Search: Indexability (thedaviddias/Front-End-Checklist, 74k stars), Indexability Conflicts (thedaviddias/Front-End-Checklist, 74k stars), Index Refresh (paperclipai/paperclip, 99k stars) and Adr Index (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
heypinchy (a GitHub organization) maintains it in heypinchy/pinchy, which has 182 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on September 21, 2026.
Source: heypinchy/pinchy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.