MCPInstall

standards

Load only the standards relevant to a caller-supplied change, then report concrete findings. Triggers: "check standards", "which standards apply".

Installs
1.3K
Last 24h
—
Trending rank
—
Security
Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/boshu2/agentops --skill standards
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads standards automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Standards — focused engineering guidance

Load the smallest set of standards justified by the caller's files, language, and risks. Do not preload the entire reference corpus.

Prompt

Check standards for the changed files in fleet-router PR #214: cli/internal/auth/token.go and cli/internal/auth/token_test.go, Go, a security-sensitive change. Load only the matching references and report cited findings with path and line plus checked and not-checked scope.

It's working if

  • The report loads common-standards.md plus only the matching Go reference, never the full reference corpus.
  • Every finding cites a path and line, e.g. cli/internal/auth/token.go:18.
  • The response discloses checked and not_checked scope explicitly, even when not_checked is empty.
  • git diff --stat shows no test, gate, or fixture file changed; standards reports findings only.

Procedure

  1. Record the supplied paths, language, change type, and risk cues.
  2. Load common-standards.md plus only the matching language or checklist references.
  3. Compare the supplied artifact to those sources.
  4. Return cited findings with path and line when possible, plus checked and not-checked scope.
  5. Stop.

This skill provides context and findings. It does not edit, validate, retry, approve, commit, release, deliver, or decide continuation.

Load-bearing conventions for produced code (MEASURED)

When the caller is about to WRITE code (not only review it), surface the matching language rules INLINE in the working context — a behind-the-link reference does not change behavior; an inline imperative does. The Go core:

  • Wrap every propagated error with context: fmt.Errorf("doing X: %w", err) — never return a bare inner error.
  • Multi-case functions get TABLE-DRIVEN tests ([]struct cases + t.Run per case), asserting exact expected values including the error cases.

For other languages, pull the matching reference below and inline its top rules the same way.

Measured 2026-08-04, probe standards-go-conventions (gpt-5.6-luna, N=2, directional): control produced the %w-wrapped + table-driven shape in 1/2 runs; with these rules inline, 2/2. Inline-imperative beats reference-link — the graphify probe measured a linked doc instruction obeyed 0/2. Ledger: evals/skill-probes/LEDGER.md.

Mutation-safety standards

When the supplied change rewrites existing files in bulk — formatters, codemods, migration scripts, generators pointed at hand-written sources — check it against three standards and report each as a finding when absent:

  • Single audited mutation chokepoint. All rewrites flow through one named command or script whose inputs, outputs, and dry-run mode can be inspected. Edits scattered across ad-hoc one-liners and manual touch-ups are the diffuse mutation failure mode: no single point can be audited, re-run, or blamed. Finding: name every mutation path outside the chokepoint.
  • Hash-witnessed backups before rewrite. Before the chokepoint runs, the originals are preserved with content hashes recorded (a committed baseline counts), so "the rewrite changed only what it claims" is checkable byte-for-byte, not asserted. Finding: a bulk rewrite with no verifiable before-state.
  • Self-administered ambition gate. The change states what it deliberately does not touch, and the diff respects it. A formatter run that also renames, a codemod that also refactors, is the scope-creep rewrite failure mode. Finding: any file class in the diff outside the change's own stated scope.

Stop condition for this check: all three standards have an explicit pass or finding; a bulk-rewrite review that reports style nits but skips these is incomplete.

References

  • Common standards
  • Go
  • Python
  • Rust
  • TypeScript
  • JavaScript
  • Shell
  • JSON
  • YAML
  • Markdown
  • SQL safety
  • Race conditions
  • LLM trust boundaries
  • Skill structure
  • Test strategy

FAQ

What does the standards skill do?

Load only the standards relevant to a caller-supplied change, then report concrete findings. Triggers: "check standards", "which standards apply".

How do I install standards?

Run npx skills add https://github.com/boshu2/agentops --skill standards in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/standards/ (personal) or .claude/skills/standards/ (project).

Which AI agents can use standards?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is standards safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains standards?

It is published by boshu2 in boshu2/agentops. It has 1,326 recorded installs.

More from boshu2/agentops

View all →

council

boshu2/agentops

Compare independent opinions from several models or contexts without inflating agreement. Use when: wanting a second opinion or debate, or summarizing several reviewers' results.

3K installs

doc

boshu2/agentops

Write source-checked docs, READMEs, change descriptions and handoffs. Use when: documenting a change, leaving or resuming a handoff, or drafting a questionnaire for someone else.

research

boshu2/agentops

Answer one cited question on code, history, claims or patterns. Use when: asked how it works, why it changed, if a claim or done/shipped report holds, or a pattern warrants a rule.

plan

boshu2/agentops

Shape a request into one end-to-end slice with observable behavior; review write scope and reversible decisions. Use when: planning, breaking down or scoping a change.

swarm

boshu2/agentops

Dispatch explicit disjoint packets exactly once through a caller-selected executor. Triggers: "swarm", "dispatch disjoint packets", "parallel explicit tasks".

1.5K installs

rpi

boshu2/agentops

Drive one accepted change through implementation and checks to done, with one fresh review only where a mistake is costly. Use when: asked to run or orchestrate work through RPI.

Popular docs & writing skills

View category →

grill-with-docs

mattpocock/skills

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Docs & Writing1.2M installs

lark-markdown

open.feishu.cn

飞书 Markdown:查看、创建、上传、编辑和比较飞书中的原生 Markdown 文件。当用户要操作飞书 Markdown 文件,或比较其远端版本及本地草稿时使用。纯本地 Markdown 文件操作不触发本 skill。不负责将 Markdown 导入为飞书在线文档,也不负责文件搜索、权限、评论、移动、删除等云空间管理操作。

Docs & Writing778.7K installs

writing-beats

mattpocock/skills

Writing, exploit; assemble raw material into a journey of beats, grounding each term before a beat leans on it.

Docs & Writing490.7K installs

writing-shape

mattpocock/skills

Writing, exploit: shape raw material into an article, paragraph by paragraph.

Docs & Writing490.2K installs

writing-fragments

mattpocock/skills

Writing, explore: mine raw fragments, no structure yet.

Docs & Writing489.6K installs

writing-for-agents

mattpocock/skills

Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

Docs & Writing479.3K installs