Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Use during the validate stage to produce the LLM-review half of validate.json.
$ npx skills add sunblaze-ucb/vero --skill vero-validate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sunblaze-ucb/vero vero-validate --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/sunblaze-ucb/vero.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/vero-validate .claude/skills/vero-validate && 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 "vero-validate" agent skill from https://github.com/sunblaze-ucb/vero/tree/main/.claude/skills/vero-validate into .claude/skills/vero-validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vero-validate", 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/sunblaze-ucb/vero/tree/main/.claude/skills/vero-validateType 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 sunblaze-ucb/vero --skill vero-validate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sunblaze-ucb/vero vero-validate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sunblaze-ucb/vero.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/vero-validate .agents/skills/vero-validate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vero-validate" agent skill from https://github.com/sunblaze-ucb/vero/tree/main/.claude/skills/vero-validate into .agents/skills/vero-validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vero-validate", 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 sunblaze-ucb/vero --skill vero-validate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sunblaze-ucb/vero vero-validate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sunblaze-ucb/vero.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/vero-validate .cursor/skills/vero-validate && 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 "vero-validate" agent skill from https://github.com/sunblaze-ucb/vero/tree/main/.claude/skills/vero-validate into .cursor/skills/vero-validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vero-validate", 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/sunblaze-ucb/vero.git --path .claude/skills/vero-validate--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 sunblaze-ucb/vero --skill vero-validate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sunblaze-ucb/vero vero-validate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sunblaze-ucb/vero.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/vero-validate .gemini/skills/vero-validate && 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 "vero-validate" agent skill from https://github.com/sunblaze-ucb/vero/tree/main/.claude/skills/vero-validate into .gemini/skills/vero-validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vero-validate", 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 sunblaze-ucb/vero vero-validateInstalls 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 sunblaze-ucb/vero --skill vero-validate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sunblaze-ucb/vero.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/vero-validate .github/skills/vero-validate && 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 "vero-validate" agent skill from https://github.com/sunblaze-ucb/vero/tree/main/.claude/skills/vero-validate into .github/skills/vero-validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vero-validate", 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 sunblaze-ucb/vero --skill vero-validate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sunblaze-ucb/vero vero-validate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sunblaze-ucb/vero.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/vero-validate .opencode/skills/vero-validate && 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 "vero-validate" agent skill from https://github.com/sunblaze-ucb/vero/tree/main/.claude/skills/vero-validate into .opencode/skills/vero-validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vero-validate", 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.
vero-validateUse during the validate stage to produce the LLM-review half of validate.json.
Vero Validate is an agent skill from sunblaze-ucb/vero. Use during the validate stage to produce the LLM-review half of validate.json. Semantic checks (spec intent, idiom, test meaningfulness, review-annotation sanity, spec completeness, repo issue taxonomy) run as tightly-scoped subagent calls against the translated benchmark tree.
Its SKILL.md is about 2.2k 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 Agent Workflows, covering Subagents. The licence is Apache-2.0.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 0a7325d. 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:
ReadGrepGlobBashFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
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.
Vero Validate loads about 2.2k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 1,085 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Grep, Glob, BashAutomated 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 sunblaze-ucb/vero at commit 0a7325d, republished under its Apache-2.0 licence (© sunblaze-ucb). 1,085 words, ~2,211 tokens.
.claude/skills/vero-validate/SKILL.md (or your agent's skills folder).The validate stage of the curation pipeline has two halves:
src/vero/curation/validation/checks.py. These cover schema,
markers, file roles, build, toolchain, #guard.Use this skill only for the LLM-review half. Rule-based checks never call the LLM.
Reference the canonical shape at reference/BankLedger/. Every
check compares the candidate against that shape.
The subagent is handed:
benchmark_path — absolute path to the translated Lean project
(contains manifest.json, lakefile.toml, <Project>.lean,
<Project>/Impl/, <Project>/Spec/, etc.).check_name — which semantic review to run.reference_path — absolute path to reference/BankLedger/ (the
canonical benchmark, for shape comparison).A JSON object matching CheckResult from
src/vero/curation/validation/types.py:
{
"name": "<check_name>",
"status": "pass | warn | fail",
"details": [
{"severity": "info|warn|error", "message": "...", "location": "file:line | null"}
]
}Emit the JSON as a fenced ```json code block at the end of the reply. Text before the block is allowed (and helpful for debugging).
Rule of thumb for severity:
info — positive signal, no action needed.warn — minor issue; pipeline should continue but the curator should
look.error — must be fixed before the benchmark is usable.Overall status rolls up from severities: any error → fail, any
warn → warn, else pass.
If the request includes memory_excerpt, read it before judging. Treat
it as reviewed lessons from prior audits, not as proof that the current
repo has the same problem. Use it to look for recurring patterns and to
avoid repeating known mistakes.
When producing repo_issue_taxonomy, prefer lessons that can later be
promoted into deterministic validation rules or stable judge prompts.
spec_intent_alignmentClaim to verify: every def spec_* (impl : RepoImpl) : Prop := …
in <Project>/Spec/*.lean correctly formalizes the English intent in
its /-- … -/ docstring (or in the plan.json nl_description).
How to run:
plan.json if present (for authoritative NL descriptions); else
fall back to each spec's /-- -/ docstring.error — body contradicts the NL description.warn — body misses a case the NL description implies.info — matches cleanly.idiomClaim to verify: the Impl / Harness / Bundle code is idiomatic Lean 4 and matches the paradigm shape.
How to run:
reference/BankLedger/BankLedger/Impl/*.lean: types in the
foundation file, sig abbrevs in namespace <API>, and def <API>.<fn> : <API>.<FnSig> := <reference impl> inside code
markers. Remember that pre-agent generation replaces those bodies
with sorry; the curated source should not contain sorry there.<Project>/Bundle.lean: structure <Project>Bundle where
with one field per API sig. Field names match the API's Lean name
(camelCase).<Project>/Harness.lean: structure RepoImpl where <pkg> : <Project>Bundle; canonical wires via { <pkg> := { … } }.
joint_unsat macro present; no other macros.#[verifier::external_body]-shaped things, heavy meta-programming
where a plain def would do.test_meaningfulnessClaim to verify: <Project>/Test.lean's #guard assertions probe
real behavior (not trivially True), cover the API surface, and
include boundary cases.
How to run:
#guard in Test.lean.#guard True, #guard 1 == 1, #guard []) are
error.manifest.json.packages[0].modules[].apis[]
have at least one guard touching it? Missing coverage is warn.warn.review_annotationsClaim to verify: !curation @review v1 annotations in Impl/*
have sensible content (real concerns, not stale copy-paste).
How to run:
!curation @review across <Project>/Impl/*.lean.<name> field matches a surrounding
definition (within ~5 lines).<notes> field is non-empty and specific. Generic
templates ("TODO", "review this") are warn.[ ] vs [x]) — if every annotation
is [ ] (never reviewed), flag info; if mixed or fully [x],
pass.spec_completenessClaim to verify: the per-module spec set in
<Project>/Spec/*.lean covers the API's observable behavior.
How to run:
manifest.json) and specs.warn.repo_issue_taxonomyClaim to verify: the repo's quality issues can be summarized into a small, reusable taxonomy for future curation/validation.
How to run:
Use warn for actionable quality patterns and error only when the
pattern makes the benchmark unusable without correction.
trusted_boundaryClaim to verify: trusted, opaque, axiom, and external-runtime boundaries are explicit, minimal, and do not hide scored benchmark behavior.
How to run:
manifest.json, .vero/plan.json if present, Impl/*,
Bundle.lean, Harness.lean, representative Spec/*, and Test.lean.opaque, manifest
trusted_axioms, trusted-external plan entries, external-runtime
wrappers, and any trusted theorem or axiom-like declaration.#guard; a #check-only API should be reported as a warning unless
a trusted-boundary testing policy explains why it is acceptable.Flag:
error — a trusted declaration silently replaces scored behavior,
appears as a manifest-scored API without review, or introduces an
unreviewed benchmark-specific axiom/sorry.warn — the boundary is explicit but promotion-quality questions
remain, such as non-executable callbacks, missing behavior tests,
over-broad opaque context, or unclear manifest/bundle metadata.info — the boundary is explicit, minimal, and reflected in specs and
tests.Be concrete and specific. "spec_withdraw_insufficient's body says
amount > bal, NL says insufficient funds — matches." Not "looks
good".
Prefer file:line citations in findings (location field).
Keep each check under 15 findings — less is more. If every finding is
info, collapse to a single summary finding.
© sunblaze-ucb, 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 .claude/skills/vero-validate of sunblaze-ucb/vero.
Open the folder on GitHubat commit 0a7325d
Vero Validate 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 |
|---|---|---|---|---|---|---|
| Vero Validate this skillsunblaze-ucb/vero | 107 | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 37 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 40 repos | ~1.5k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~12k | Automated safety check: Pass | CC-BY-4.0 |
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
sunblaze-ucb/vero
A skill your agent uses when scanning a verified source repo (Dafny, Verus, or Coq) to classify every item and produce per-file discovery markdown for human curation.
sunblaze-ucb/vero
A skill your agent uses when translating selected verified items from Dafny/Verus/Coq into a compilable Lean 4 benchmark.
sunblaze-ucb/vero
Load BEFORE translating any Coq item to Lean 4 to avoid known Coq→Lean pitfalls.
sunblaze-ucb/vero
Load BEFORE translating any Dafny item to Lean 4 to avoid known Dafny→Lean pitfalls.
sunblaze-ucb/vero
Load BEFORE writing any Lean 4 translation to avoid common Lean pitfalls (universes, coercions, type-class resolution, notation).
sunblaze-ucb/vero
Use after vero-select to write a detailed translation plan as .vero/plan.json — the authoritative contract the TRANSLATE stage executes.
Categories
Use during the validate stage to produce the LLM-review half of validate.json. Vero Validate is an agent skill from sunblaze-ucb/vero.json.
Vero Validate fits situations like: tasks that involve Subagents.
Run `npx skills add sunblaze-ucb/vero --skill vero-validate -a claude-code`. Or copy the skill folder (.claude/skills/vero-validate in sunblaze-ucb/vero) into .claude/skills/vero-validate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add sunblaze-ucb/vero --skill vero-validate -a codex`. Or copy the skill folder (.claude/skills/vero-validate in sunblaze-ucb/vero) into .agents/skills/vero-validate 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 sunblaze-ucb/vero --skill vero-validate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vero-validate, .gemini/skills/vero-validate, .github/skills/vero-validate and .opencode/skills/vero-validate in your project.
SKILL.md names no scripts, command-line tools or credentials: Vero Validate is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash.
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 notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Vero Validate 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 2.2k tokens (SKILL.md is roughly 8.8k 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 Vero Validate: Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars), Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars) and Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
sunblaze-ucb (a GitHub organization) maintains it in sunblaze-ucb/vero, which has 107 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on August 17, 2026.
Source: sunblaze-ucb/vero on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.