Agent Builder
shareAI-lab/learn-claude-code
Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code.
Guides discovery and development with Holepunch ecosystem libraries.
$ npx skills add tetherto/qvac --skill qv-holepunch-dev -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tetherto/qvac qv-holepunch-dev --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/tetherto/qvac.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/qv-holepunch-dev .claude/skills/qv-holepunch-dev && 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 "qv-holepunch-dev" agent skill from https://github.com/tetherto/qvac/tree/main/.agents/skills/qv-holepunch-dev into .claude/skills/qv-holepunch-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qv-holepunch-dev", 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/tetherto/qvac/tree/main/.agents/skills/qv-holepunch-devType 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 tetherto/qvac --skill qv-holepunch-dev -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tetherto/qvac qv-holepunch-dev --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tetherto/qvac.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/qv-holepunch-dev .agents/skills/qv-holepunch-dev && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qv-holepunch-dev" agent skill from https://github.com/tetherto/qvac/tree/main/.agents/skills/qv-holepunch-dev into .agents/skills/qv-holepunch-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qv-holepunch-dev", 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 tetherto/qvac --skill qv-holepunch-dev -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tetherto/qvac qv-holepunch-dev --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tetherto/qvac.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/qv-holepunch-dev .cursor/skills/qv-holepunch-dev && 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 "qv-holepunch-dev" agent skill from https://github.com/tetherto/qvac/tree/main/.agents/skills/qv-holepunch-dev into .cursor/skills/qv-holepunch-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qv-holepunch-dev", 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/tetherto/qvac.git --path .agents/skills/qv-holepunch-dev--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 tetherto/qvac --skill qv-holepunch-dev -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tetherto/qvac qv-holepunch-dev --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tetherto/qvac.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/qv-holepunch-dev .gemini/skills/qv-holepunch-dev && 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 "qv-holepunch-dev" agent skill from https://github.com/tetherto/qvac/tree/main/.agents/skills/qv-holepunch-dev into .gemini/skills/qv-holepunch-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qv-holepunch-dev", 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 tetherto/qvac qv-holepunch-devInstalls 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 tetherto/qvac --skill qv-holepunch-dev -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tetherto/qvac.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/qv-holepunch-dev .github/skills/qv-holepunch-dev && 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 "qv-holepunch-dev" agent skill from https://github.com/tetherto/qvac/tree/main/.agents/skills/qv-holepunch-dev into .github/skills/qv-holepunch-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qv-holepunch-dev", 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 tetherto/qvac --skill qv-holepunch-dev -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tetherto/qvac qv-holepunch-dev --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tetherto/qvac.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/qv-holepunch-dev .opencode/skills/qv-holepunch-dev && 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 "qv-holepunch-dev" agent skill from https://github.com/tetherto/qvac/tree/main/.agents/skills/qv-holepunch-dev into .opencode/skills/qv-holepunch-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qv-holepunch-dev", 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.
qv-holepunch-devGuides discovery and development with Holepunch ecosystem libraries.
Qv Holepunch Dev is an agent skill from tetherto/qvac. Guides discovery and development with Holepunch ecosystem libraries. Use when working with P2P stack (Hypercore, Hyperswarm, Autobase, Hyperdb, Corestore), Bare runtime (bare- modules like bare-fs), or Pear app framework (pear- modules). Teaches on-the-fly API discovery via docs.pears.com and gh CLI.
Its SKILL.md is about 2.1k 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 AI & LLM Engineering. The repository describes itself as: Open-source local AI SDK - run AI on-device with no cloud, no API keys. Supports GGUF, RAG, image, music, and video generation, speech-to-text, P2P inference, and more… The licence is Apache-2.0.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit c3a6030. 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:
ghjqFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
docs.pears.comFrom 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.
Qv Holepunch Dev loads about 2.1k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 735 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 tetherto/qvac at commit c3a6030, republished under its Apache-2.0 licence (© tetherto). 735 words, ~2,113 tokens.
.claude/skills/qv-holepunch-dev/SKILL.md (or your agent's skills folder).Ecosystem navigator for Holepunch/Bare/Pear development. Teaches the agent to discover APIs on-the-fly rather than carrying static knowledge dumps.
https://docs.pears.com is the curated, always-current index for the entire ecosystem. Prefer it over any static list in this skill. Relevant anchors:
#p2p-modules — Building-block libraries (hypercore, hyperbee, hyperdrive, autobase, hyperdht, hyperswarm) and helpers (corestore, localdrive, mirror-drive, secret-stream, compact-encoding, protomux).#bare-modules — All bare-* runtime modules with stability indicators and platform support. Most are Node.js standard-library equivalents (bare-fs ≈ fs, bare-crypto ≈ crypto, bare-tcp ≈ net, bare-subprocess ≈ child_process). Node.js-compat shims live in bare-node.#pear-modules — pear-* modules grouped by role (Application, UI, Common, Developer, Integration). Largest surface: pear-electron (100+ methods for desktop UI — fetch its README). Lifecycle commands: pear init/run/stage/seed/release.docs.pears.com groups P2P libraries as "building-block vs helper". This table groups by purpose and includes libraries used widely across Holepunch-based applications (Keet, PearPass/autopass, QVAC registry-server, WDK, etc.) that are not on the docs.pears.com index page:
| Layer | Libraries |
|---|---|
| Networking | hyperswarm, hyperdht |
| Core Data | hypercore, corestore |
| KV Database | hyperbee |
| Schema DB | hyperdb, hyperschema, hyperdispatch |
| Files | hyperdrive, localdrive, mirror-drive |
| Multi-writer | autobase |
| Pairing | blind-pairing, blind-peering |
| Connection | protomux, protomux-rpc, @hyperswarm/secret-stream |
| Encoding | compact-encoding, b4a |
| Utilities | ready-resource, safety-catch, protomux-wakeup |
Repo-name anomaly: @hyperswarm/secret-stream ships from the holepunchto/hyperswarm-secret-stream repo.
When you need to learn about a Holepunch library, follow these steps in order. Do not stop at the first source if the API surface is still unclear.
Navigation hub and canonical module index. How-to guides contain working executable examples.
Primary API documentation lives in README files:
gh api repos/holepunchto/{repo}/readme --jq .content | base64 -dHolepunch repos have excellent tests that show real usage patterns:
gh api repos/holepunchto/{repo}/contents/test
# Then fetch specific test files for usage examplesFor higher-level integration patterns:
gh api repos/holepunchto/examples/contentsGuided tutorials for specific topics (HyperDB, Autobase multi-writer, Pear apps):
gh api "search/repositories?q=org:holepunchto+workshop+in:name" --jq '.items[] | "\(.full_name) - \(.description)"'Known workshops: pear-workshop, hyperdb-workshop, hyperdb-autobase-workshop.
Holepunch dependency trees are deep. When a library references another holepunch library, follow the chain:
gh api repos/holepunchto/{repo}/contents/package.json --jq .content | base64 -d \
| jq '.dependencies // {} | keys[] | select(test("hyper|autobase|corestore|protomux|blind-|compact-encoding|b4a|ready-resource|safety-catch"))'Recursively fetch READMEs/tests for any holepunch dependency relevant to the current task. Do not stop at the first library; trace the dependency graph until the needed API surface is understood.
For bleeding-edge patterns not yet in dedicated libraries. These repos may be private; skip gracefully on 404:
gh api "search/repositories?q=org:holepunchto+keet+in:name" --jq '.items[].full_name'When README is insufficient, read index.js or lib/ directly:
gh api repos/holepunchto/{repo}/contents/index.js --jq .content | base64 -d
gh api repos/holepunchto/{repo}/contents/lib --jq '.[].name'Corestore + Hyperswarm + Hyperbee:
const store = new Corestore(storage)
const core = store.get({ name: 'my-db' })
const db = new Hyperbee(core, { keyEncoding: 'utf-8', valueEncoding: 'utf-8' })
await store.ready()
const swarm = new Hyperswarm()
swarm.on('connection', conn => store.replicate(conn))
swarm.join(core.discoveryKey)Corestore + Hyperswarm + Autobase + HyperDB + Hyperschema + Hyperdispatch. Full schema pipeline: define schema in Hyperschema, build collections with HyperDB builder, define routes in Hyperdispatch. Autobase open() returns HyperDB.bee instance; apply() dispatches operations via router; call view.flush() after batch.
Corestore + Hyperswarm + Hyperdrive:
const store = new Corestore(storage)
const drive = new Hyperdrive(store)
await drive.ready()
const swarm = new Hyperswarm()
swarm.on('connection', conn => drive.replicate(conn))
swarm.join(drive.discoveryKey)Policy: Only document verified facts. Each gotcha below is observed in real Holepunch-based production systems and re-verifiable via the Discovery Playbook (upstream README, tests, and source). Do not invent or speculate. Add new gotchas only when encountered and verified in practice.
Protomux/RPC registration order: Register RPC handler BEFORE store.replicate(conn). store.replicate() creates a Protomux and immediately processes buffered stream data. If the remote's "open session" message arrives before the protocol handler is registered, Protomux rejects the session → CHANNEL_CLOSED error.
Corestore storage locking: RocksDB acquires an exclusive lock per directory. Each writer needs its own storage path.
Autobase addWriter/removeWriter: Only callable from within apply(), not from regular code. Append an operation and handle it in apply.
Autobase indexer key access: Use indexer.core.key, not indexer.key. An indexer is a writer that also materializes the view.
ReadyResource pattern: Extend ready-resource for classes managing resources or state. Implement _open() for initialization and _close() for cleanup.
Schema build pipeline order: Hyperschema first, then HyperDB builder, then Hyperdispatch. All reference the ./spec/ directory. Regenerate after schema changes.
b4a over Buffer: Use b4a (buffer-to-anything) instead of Node.js Buffer for cross-runtime compatibility.
gh api README fetch does not belong here..agents/skills/qv-registry-autobase-patterns/) or the nearest scoped AGENTS.md, not in this skill.© tetherto, 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 .agents/skills/qv-holepunch-dev of tetherto/qvac.
Open the folder on GitHubat commit c3a6030
Qv Holepunch Dev 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 |
|---|---|---|---|---|---|---|
| Qv Holepunch Dev this skilltetherto/qvac | 681 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Agent BuildershareAI-lab/learn-claude-code | 78k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Add Uint Supportpytorch/pytorch | 104k | 2 repos | ~2.3k | Automated safety check: Pass | Custom licence | |
| Peft Fine TuningOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~3.3k | Automated safety check: Pass | MIT | |
| 1passwordtrpc-group/trpc-agent-go | 1.8k | 15 repos | ~656 | Automated safety check: Pass | Apache-2.0 |
shareAI-lab/learn-claude-code
Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code.
pytorch/pytorch
Add unsigned integer (uint) type support to PyTorch operators by updating ATDISPATCH macros.
Orchestra-Research/AI-Research-SKILLs
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods.
Orchestra-Research/AI-Research-SKILLs
Guide to using Meta's Segment Anything Model for zero-shot image segmentation with point, box or mask prompts, or automatic mask generation.
trpc-group/trpc-agent-go
Set up and use 1Password CLI (op). An agent skill from trpc-group/trpc-agent-go.
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
tetherto/qvac
Creates a Solutions page in the QVAC documentation website from a real use case, generalizing the case into reusable guidance and registering the page in the site navigation.
tetherto/qvac
Updates the docs website after a change to the SDK or CLI. An agent skill from tetherto/qvac.
tetherto/qvac
Plan and prepare the QVAC agent-stack release cascade across @qvac/inference, @qvac/sdk, @qvac/cli, @qvac/ai-sdk-provider, @qvac/opencode-plugin, and @qvac/openclaw-plugin.
tetherto/qvac
Run the deterministic code-quality audit, turn related findings into contextual remediation groups, prepare approval-gated Asana proposals, reconcile recurring runs, or configure twice-monthly…
tetherto/qvac
Review C++ changes for string parameter and call-site efficiency conventions (std::stringview, std::string&&, const std::string&, const char, and TransparentStringMap lookup).
tetherto/qvac
Generate changelog entries for a target add-on package. An agent skill from tetherto/qvac.
Categories
Guides discovery and development with Holepunch ecosystem libraries. Qv Holepunch Dev is an agent skill from tetherto/qvac. Guides discovery and development with Holepunch ecosystem libraries.
Qv Holepunch Dev fits situations like: working with P2P stack (Hypercore; bare runtime (bare- modules like bare-fs); pear app framework (pear- modules).
Run `npx skills add tetherto/qvac --skill qv-holepunch-dev -a claude-code`. Or copy the skill folder (.agents/skills/qv-holepunch-dev in tetherto/qvac) into .claude/skills/qv-holepunch-dev in your project. Claude Code loads it when a task matches its description.
Run `npx skills add tetherto/qvac --skill qv-holepunch-dev -a codex`. Or copy the skill folder (.agents/skills/qv-holepunch-dev in tetherto/qvac) into .agents/skills/qv-holepunch-dev 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 tetherto/qvac --skill qv-holepunch-dev -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qv-holepunch-dev, .gemini/skills/qv-holepunch-dev, .github/skills/qv-holepunch-dev and .opencode/skills/qv-holepunch-dev in your project.
Going by SKILL.md and its folder, Qv Holepunch Dev needs the command-line tools its instructions call (gh and jq). Our summary lists: Node.js.
SKILL.md names 1 domain. In commands or code: docs.pears.com; the agent is likely to contact it when it follows the instructions. 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.
Qv Holepunch Dev 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 2.1k tokens (SKILL.md is roughly 8.5k 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 Qv Holepunch Dev: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Add Uint Support (pytorch/pytorch, 104k stars), Peft Fine Tuning (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
tetherto (a GitHub organization) maintains it in tetherto/qvac, which has 681 GitHub stars. The repository holds 50 skills in this directory. The repository was last updated on October 7, 2026.
Source: tetherto/qvac on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.