MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
A skill your agent uses when judging whether a task reached its goal, not just finished: the gate function, self-critique gate, validation levels, evidence array protocol, and goal-backward lens.
$ npx skills add romiluz13/cc10x --skill verification -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install romiluz13/cc10x verification --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/romiluz13/cc10x.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/cc10x/skills/verification .claude/skills/verification && 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 "verification" agent skill from https://github.com/romiluz13/cc10x/tree/main/plugins/cc10x/skills/verification into .claude/skills/verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification", 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/romiluz13/cc10x/tree/main/plugins/cc10x/skills/verificationType 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 romiluz13/cc10x --skill verification -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install romiluz13/cc10x verification --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romiluz13/cc10x.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/cc10x/skills/verification .agents/skills/verification && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "verification" agent skill from https://github.com/romiluz13/cc10x/tree/main/plugins/cc10x/skills/verification into .agents/skills/verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification", 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 romiluz13/cc10x --skill verification -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install romiluz13/cc10x verification --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romiluz13/cc10x.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/cc10x/skills/verification .cursor/skills/verification && 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 "verification" agent skill from https://github.com/romiluz13/cc10x/tree/main/plugins/cc10x/skills/verification into .cursor/skills/verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification", 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/romiluz13/cc10x.git --path plugins/cc10x/skills/verification--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 romiluz13/cc10x --skill verification -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install romiluz13/cc10x verification --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romiluz13/cc10x.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/cc10x/skills/verification .gemini/skills/verification && 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 "verification" agent skill from https://github.com/romiluz13/cc10x/tree/main/plugins/cc10x/skills/verification into .gemini/skills/verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification", 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 romiluz13/cc10x verificationInstalls 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 romiluz13/cc10x --skill verification -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/romiluz13/cc10x.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/cc10x/skills/verification .github/skills/verification && 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 "verification" agent skill from https://github.com/romiluz13/cc10x/tree/main/plugins/cc10x/skills/verification into .github/skills/verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification", 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 romiluz13/cc10x --skill verification -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install romiluz13/cc10x verification --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romiluz13/cc10x.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/cc10x/skills/verification .opencode/skills/verification && 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 "verification" agent skill from https://github.com/romiluz13/cc10x/tree/main/plugins/cc10x/skills/verification into .opencode/skills/verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification", 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.
verificationA skill your agent uses when judging whether a task reached its goal, not just finished: the gate function, self-critique gate, validation levels, evidence array protocol, and goal-backward lens.
Verification is an agent skill from romiluz13/cc10x. Use when judging whether a task reached its goal, not just finished: the gate function, self-critique gate, validation levels, evidence array protocol, and goal-backward lens. Task completion is not goal achievement.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `evals/README.md`, `evals/eval-01-should-pass-without-running.md` and `evals/eval-02-trust-agent-success-report.md`).
It sits in Agent Workflows. The repository describes itself as: The Loop Engine for Claude Code — engineer the loop, not the prompt. 1 router · 9 agents · 16 skills · 4 workflows. Fail-closed gates, test honesty, anti-anchored review. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit f346ebe. 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:
ReadBashGrepGlobFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
python3From 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.
Verification loads about 1.9k tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 57 tokens; SKILL.md has 941 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, Bash, Grep, GlobAutomated 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 romiluz13/cc10x at commit f346ebe, republished under its MIT licence (© romiluz13). 941 words, ~1,875 tokens.
.claude/skills/verification/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Task completion is not goal achievement. Verify that the phase achieved its goal, not that prior agents said it did. If you cannot independently reproduce a claimed success, return FAIL.
references/live-production-testing.md — live/production verification strategyCOMPLETION → TRUTH → PROOFA PASS without proof is a claim. When a result surprises you in either direction — a pass that came too easily, or a failure you cannot explain — suspect the observation method before the system: confirm the check runs the right command against the current build and exercises the real code path before theorizing about the code.
<!-- Authoring rule (maintenance, not runtime): every gate in this skill encodes an observed failure mode; understand what a gate prevents before removing it. -->
Before running any test, audit your own work:
Code Quality:
as any or as unknown)Implementation Completeness:
Self-Critique Verdict: If any check fails, fix it BEFORE running verification. Don't run tests you know will fail on code quality issues — a known-failing run produces noise evidence that then has to be explained away.
| Level | What | Exit Code | When |
|---|---|---|---|
| Deterministic | Automated test | 0/1 | Always — the default |
| Probabilistic | Test with known flake rate | 0/1 (retry policy) | When deterministic impossible (timing, network) |
| Manual | Human verifies with checklist | n/a | When automation not worth the cost |
| Live | Production-like environment | 0/1 | When plan requires live proof |
Every verification must state its validation level — unlabeled evidence lets weak proof masquerade as strong. If manual, state the checklist. Manual evidence is a validation level for verification, never a substitute for a TDD RED or GREEN exit code: with no test runner and no scripted check, require a runner or block. If deterministic, state the command + exit code. If live, state the harness command.
When the plan includes ### Live Verification Strategy or a harness manifest:
python3 "${CLAUDE_PLUGIN_ROOT}/tools/live_harness_runner.py" --manifest <path> --mode proof--mode stressFlaky test handling: re-run once — one retry separates environment blips from real flake; more retries launder genuine failures. Pass on re-run → mark PASS with flaky: true. Fail both → FAIL. Never convert flaky pass into unconditional confidence.
EVIDENCE:
scenarios:
- "[name] | Given [state] | When [action] | [command] → exit [code] | expected=[expected] | actual=[actual]"
regressions:
- "[test] → exit [code]: [result]"
edge_cases:
- "[case]: [command] → exit [code]: [result]"Every scenario needs non-empty Expected and Actual. Every scenario maps to exactly one EVIDENCE entry. SCENARIOS_PASSED must equal EVIDENCE.scenarios with exit 0 + Result=PASS. Run each check against the revision being verified; if the code changes after a check, re-run the affected scenarios before citing them. Record the tested identity with the evidence: the commit SHA, plus a patch or digest when the tree is dirty; evidence that does not identify the revision it was produced from is unverified, not PASS.
Walk backward from the goal to verify it was achieved:
| Failure | What happens | Fix |
|---|---|---|
| False green | Test passes without exercising the real code path | Test Honesty Gates (see integration-verifier) |
| Tautological check | Expected value recomputed the way the code computes it, e.g. expect(add(a, b)).toBe(a + b) — passes by construction | Expected values come from an independent source of truth: a known-good literal, a worked example, the spec |
| Scope skip | "All tests pass" but untested scenarios exist | Goal-backward lens: name every scenario, verify each |
| Stale evidence | "Tests pass" but you didn't run them this session | Re-run. Evidence must be from THIS session. |
| Claim without proof | "It works" with no command/exit code | Evidence array is mandatory for PASS |
| Pointer-as-proof | Path cited as PASS without re-opening it | Re-open the artifact; if it does not show the claim, downgrade or re-run. Never cite it as PASS |
| Untested claim | A scenario or claim the return never addresses | Mark it untested with its reason; never assume it passed |
| Environment escape | Test fails with env signal (command not found, ECONNREFUSED) | Classify as ENVIRONMENT not code. Mark BLOCKED. |
If you catch yourself in the left column before a PASS, do the right column first.
| Excuse or tell | Reality |
|---|---|
| "Should work now" / "looks good" / "seems fine" / "probably" | RUN the verification command. "Should" is not evidence. |
| "I'm confident it works" | Confidence is not evidence. Exit code 0 is evidence. |
| "Builder reported success" / "the agent said it passed" | Verify independently. Agents can be wrong or sycophantic. |
| "The tests cover this" | Name the specific test — or it isn't covered. |
| "No regressions detected" | List what was tested — or nothing was. |
| "Tests passed before" (another session) | Stale evidence. Re-run in THIS session. |
| "It's just a typo fix" / "it's trivial" | Small changes break things too. Run the tests. |
| "I'll verify after commit" / committing without fresh evidence | Verify BEFORE commit. A broken commit is harder to revert. |
| "The build succeeded so it works" | Build success ≠ correct behavior. Run behavioral tests. |
| "I don't need to run the full suite" | If your change touches shared code, you do. |
| Satisfaction before seeing exit code 0 | Evidence first, satisfaction after. |
| Weakening an assertion to make a test pass | That launders the failure. Fix the code, not the test. |
© romiluz13, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (references) in plugins/cc10x/skills/verification of romiluz13/cc10x.
Open the folder on GitHubat commit f346ebe
Verification 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 |
|---|---|---|---|---|---|---|
| Verification this skillromiluz13/cc10x | 164 | — | ~1.9k | Automated safety check: Notes | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
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.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
romiluz13/cc10x
A skill your agent uses when writing production code test-first: the RED-GREEN-REFACTOR cycle, false-RED detection, vertical slicing, scope escalation, test process discipline, and code generation…
romiluz13/cc10x
A skill your agent uses when a BUILD phase completes, a commit is staged, or a PR is about to be created, and the diff has not yet been reflected in documentation.
romiluz13/cc10x
A skill your agent uses when writing an execution plan or a decision RFC: task decomposition, context references, validation levels, risk-based testing, ADR format, plan completeness gate, and…
romiluz13/cc10x
A skill your agent uses when a cc10x agent starts a task: the shared preamble for the memory protocol, the contract format, and the output rules.
romiluz13/cc10x
Answers questions about cc10x itself — what it is, how to install and configure it, how the router, workflows, memory, and hooks operate, and how to troubleshoot.
romiluz13/cc10x
Routes build, debug, review, plan, QA, and triage requests through the cc10x workflows (task graphs, workflow artifacts, gates); it is the single entry point for cc10x code work.
Categories
A skill your agent uses when judging whether a task reached its goal, not just finished: the gate function, self-critique gate, validation levels, evidence array protocol, and goal-backward lens. Verification is an agent skill from romiluz13/cc10x. Use when judging whether a task reached its goal, not just finished: the gate function, self-critique gate, validation levels, evidence array protocol, and goal-backward lens.
Verification fits situations like: judging whether a task reached its goal; not just finished: the gate function; self-critique gate; validation levels.
Run `npx skills add romiluz13/cc10x --skill verification -a claude-code`. Or copy the skill folder (plugins/cc10x/skills/verification in romiluz13/cc10x) into .claude/skills/verification in your project. Claude Code loads it when a task matches its description.
Run `npx skills add romiluz13/cc10x --skill verification -a codex`. Or copy the skill folder (plugins/cc10x/skills/verification in romiluz13/cc10x) into .agents/skills/verification 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 romiluz13/cc10x --skill verification -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/verification, .gemini/skills/verification, .github/skills/verification and .opencode/skills/verification in your project.
Going by SKILL.md and its folder, Verification needs the command-line tools its instructions call (python3). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Bash, Grep, Glob.
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.
Verification is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.5k 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 459 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Verification: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
romiluz13 (a GitHub user) maintains it in romiluz13/cc10x, which has 164 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on October 7, 2026.
Source: romiluz13/cc10x on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.