.NET MAUI Release Readiness
dotnet/maui
Produces evidence-backed ship-readiness verdicts for .NET MAUI Servicing Releases and Previews, and drafts public-safe release handoff pages from the result.
Freshly judge whether a finished change and its claims meet original acceptance: PASS, FAIL or NOTPROVEN.
$ npx skills add boshu2/agentops --skill validate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install boshu2/agentops 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/boshu2/agentops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/validate .claude/skills/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 "validate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/validate into .claude/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/boshu2/agentops/tree/main/skills/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 boshu2/agentops --skill validate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install boshu2/agentops validate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/validate .agents/skills/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 "validate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/validate into .agents/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 boshu2/agentops --skill validate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install boshu2/agentops validate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/validate .cursor/skills/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 "validate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/validate into .cursor/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/boshu2/agentops.git --path skills/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 boshu2/agentops --skill validate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install boshu2/agentops validate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/validate .gemini/skills/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 "validate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/validate into .gemini/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 boshu2/agentops 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 boshu2/agentops --skill validate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/validate .github/skills/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 "validate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/validate into .github/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 boshu2/agentops --skill 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 boshu2/agentops validate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/validate .opencode/skills/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 "validate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/validate into .opencode/skills/validate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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.
validateFreshly judge whether a finished change and its claims meet original acceptance: PASS, FAIL or NOTPROVEN.
Validate is an agent skill from boshu2/agentops. Freshly judge whether a finished change and its claims meet original acceptance: PASS, FAIL or NOTPROVEN. Use when: asked for a go/no-go, sign-off or independent verdict.
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `references/mechanics.md`, `scripts/validate.sh` and `tests/check_contract_corpus.py`).
It sits in Product & Project Management, covering Feature launches and release readiness. The repository describes itself as: DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3bdbfed. 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.
Ships 1 file in scripts/ (Python and Shell), which the agent can run.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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.
Validate loads about 2.7k tokens when it runs, and up to ~6.4k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 1,373 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); the scripts in this folder are not scanned.
The full file from boshu2/agentops at commit 3bdbfed, republished under its Apache-2.0 licence (© boshu2). 1,373 words, ~2,745 tokens.
.claude/skills/validate/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.Freshly judge one finished candidate against its original acceptance, return
PASS, FAIL, or NOT_PROVEN with criterion-level evidence, and stop.
Neighbours: advice or a second look is Review; whether a
stated claim holds is Reality Check. This file
carries every rule the judgment needs. Linked files, including
RPI boundaries and
mechanics, add depth only: if one cannot be read,
judge from this file and say which was unavailable.
not_checked and never counts toward PASS.Decide in this order:
not_checked is empty: PASS.An explicit request for Validate, an acceptance verdict or independent proof
that original acceptance is met selects this skill, even when phrased as
"review this". Generic checking or readiness questions, even with criteria
supplied, do not: ask once whether the caller wants advice or an acceptance
judgment, and wait. Issue no verdict or readiness approval meanwhile; missing
intent is not a NOT_PROVEN verdict. Shared routing:
advice or acceptance.
Spend validation where a mistake is costly. For an ordinary change the author's checks and CI are the gate, and no fresh judgment is owed. Use Validate when:
Judge once. Report NOT_PROVEN with its gaps and stop; do not request or wait for another round. After the author repairs findings, the affected checks confirm the repair; a second judgment happens only when the caller asks for one. Keep the judgment's cost a fraction of the cost of the work: when it approaches that cost, stop and return what is unchecked.
The subject is a nonempty implementation candidate, held unchanged after required checks and known repairs; plans, audits and reviews are subjects only when the caller requested document review. Supplied failed-acceptance evidence means FAIL on that subject; do not review a moving repair. Bind its identity at the start and again at the end of judgment:
ao provenance manifest --root "$REPO_ROOT" --include "$CHANGED_PATH",
one --include per changed path.git rev-parse HEAD) and the changed
paths (git diff --name-only <base>...HEAD); for uncommitted work, the
git status --porcelain listing and a shasum -a 256 of each changed file.A requested retrospective follows the code judgment and is not evidence for it. When intent bundles both, judge the code criteria separately and keep the overall request incomplete until the retrospective exists; issue no overall PASS early. An explicitly requested review of the retrospective judges that document on its own scope.
Author and validator identities must be explicit and distinct, and freshness must be attested by the runtime or the caller, naming the attester. An attestation is a declared trust fact, not cryptographic isolation. In ordinary use these count:
A role name, a persona switch inside the author's conversation, or the validator vouching for itself does not count. Never invent an identity. An identity gap makes the result NOT_PROVEN; keep every finding in the report.
Default to one fresh reviewer in the author's model family: Codex/OpenAI for Codex/OpenAI, Claude/Anthropic for Claude/Anthropic, on the runtime's configured capable model unless pinned. Supply task-specific intent, scope, exact subject and relevant evidence, without full author history, desired verdict or peer conclusions. Concise input must not omit necessary evidence; retrieve more source when a criterion requires it.
Cross-model review is opt-in: --cross-model [model] is a skill prompt
selection, not an AO flag, adding a fresh other-family reviewer through
model-dispatch. A required leg
that cannot run yields diversity_unsatisfied and NOT_PROVEN for the combined
request, even if another leg passed; optional diversity that is unavailable is
disclosed without erasing findings. Delivered FAILs and dissent stand; neither
voting nor model preference makes a split PASS, and agreement is not proof of
truth. No fixed ten-minute cap applies; respect real caller/native bounds
without renewing them. A timeout is missing judgment, not FAIL.
--force mutate the subject until proven otherwise; run them
only on a disposable copy or a committed subject, never the judged tree.Verdict: PASS | FAIL | NOT_PROVEN
Subject: <manifest digest, or commit SHA and changed paths>; unchanged start to end: yes | no
Criteria:
1. <criterion> - verified | failed | not verified - <evidence: file:line, receipt, observed output>
Findings: <class> - <what and where> - <consequence> (or "none")
Notes (optional, do not change the verdict): <...>
Checked: <what was inspected, and how>
Not checked: <in-scope acceptance not verified> (empty only for PASS)
Identity: author <id>; validator <id>; freshness attested by <runtime | caller>: <attester>A finding fails an acceptance criterion or would mislead a user, break install
or the CLI, or remove protection for the product; anything else is an optional
note the author may ignore. Give each new finding a short stable class,
reused on recurrence, and say whether it is pre-existing, introduced or unknown
from before/after evidence; counts and timestamps alone do not establish cause.
Keep prior findings visible. not_checked holds in-scope acceptance that was
not verified; other limits stay in criterion reasoning, declared non-goals or
residual-risk prose, never hidden to obtain PASS. Delivery inside acceptance
stays unverified until its evidence exists; never remove that criterion to
reach PASS. Mechanics covers report proportion and
where each scope limit lives.
Validate is the sole semantic author of verdict.v2.
Only when the caller requests machine-readable evidence or a declared consumer
requires it, persist through ao provenance store-verdict
(mechanics); Go verifies structure and storage, not
truth. Otherwise return the result through the caller's existing channel,
without hidden machine artifacts. Validate owns no repair, retry, delivery or tracker transition:
known findings go back to the author for direct repair, and a causal stall uses
the RPI single-helper rule.
© boshu2, 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
SKILL.md and 8 other files (scripts, references) in skills/validate of boshu2/agentops.
Open the folder on GitHubat commit 3bdbfed
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in boshu2/agentops, which our catalogue first saw on October 7, 2026.
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 |
|---|---|---|---|---|---|---|
| Validate this skillboshu2/agentops | 447 | 1 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| .NET MAUI Release Readinessdotnet/maui | 23k | — | ~15k | Automated safety check: Pass | MIT | |
| Release ValidationMesh-LLM/mesh-llm | 3.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Final Release Reviewopenai/openai-agents-python | 30k | — | ~5.4k | Automated safety check: Pass | MIT | |
| Final Release Reviewopenai/openai-agents-js | 3.9k | — | ~4k | Automated safety check: Pass | MIT | |
| Acceptance Demo GeneratorChachamaru127/claude-code-harness | 3.2k | — | ~3.4k | Automated safety check: Notes | MIT |
dotnet/maui
Produces evidence-backed ship-readiness verdicts for .NET MAUI Servicing Releases and Previews, and drafts public-safe release handoff pages from the result.
Mesh-LLM/mesh-llm
A skill your agent uses when validating a MeshLLM release candidate or current HEAD against the last GitHub release, assembling the canonical feature/fix/modification inventory, testing locally…
openai/openai-agents-python
Assess a Python SDK release candidate or release plan against the previous release and recommend ship or block.
openai/openai-agents-js
Assess a JS SDK release candidate or release plan against the previous release and recommend ship or block.
Chachamaru127/claude-code-harness
Renders a single HTML page showing each acceptance criterion as verified or not, with a ship, wait, or reject recommendation for non-engineers.
blader/schematic
Reverse engineer a detailed product and technical specification document from a git branch's implementation.
boshu2/agentops
Dispatch independent tasks to parallel workers or subagents without write collisions.
boshu2/agentops
Compare independent opinions from several models or contexts without inflating agreement.
boshu2/agentops
Draft or lint a bounded long-running goal prompt with a finish line and hard limits.
boshu2/agentops
Write or update READMEs, docs, repo instructions and handoff notes, checked against source.
boshu2/agentops
Brainstorm evidence-backed options for what to build, or stress-test an idea.
boshu2/agentops
Change or repair code, config or services without weakening tests; report what ran and what did not.
Categories
Freshly judge whether a finished change and its claims meet original acceptance: PASS, FAIL or NOTPROVEN. Validate is an agent skill from boshu2/agentops. Freshly judge whether a finished change and its claims meet original acceptance: PASS, FAIL or NOTPROVEN.
Validate fits situations like: : asked for a go/no-go; independent verdict.
Run `npx skills add boshu2/agentops --skill validate -a claude-code`. Or copy the skill folder (skills/validate in boshu2/agentops) into .claude/skills/validate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add boshu2/agentops --skill validate -a codex`. Or copy the skill folder (skills/validate in boshu2/agentops) into .agents/skills/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 boshu2/agentops --skill 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/validate, .gemini/skills/validate, .github/skills/validate and .opencode/skills/validate in your project.
Going by SKILL.md and its folder, Validate needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (git). Our summary lists: Python 3; A Bash shell.
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
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 2.7k tokens (SKILL.md is roughly 11k 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 Validate: .NET MAUI Release Readiness (dotnet/maui, 23k stars), Release Validation (Mesh-LLM/mesh-llm, 3.5k stars), Final Release Review (openai/openai-agents-python, 30k stars) and Final Release Review (openai/openai-agents-js, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
boshu2 (a GitHub user) maintains it in boshu2/agentops, which has 447 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 7, 2026.
Source: boshu2/agentops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.