code-review
Skill1.9k starsChanged 9 months agoLicence not identifiedView on GitHub
Review a pull request
We split this skill into the rules it gives an agent
19 rules. 0 are common, 13 are distinctive, and 6 are very specific to this project.
0
Common
Most of the 184 edited versions we read keep these.
13
Distinctive
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 184 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Trending
Cooling: 0 new projects took it in the last 4 weeks, 0× the 4 weeks before.thin data
Who's talking about getnao/nao
- A Hacker News story“Show HN: Nao Open Source Analytics Agent – build context agent as a file system”Hacker News · Feb 10, 2026 · 5 points
- @pythonhub.dev“nao nao is a framework to build and deploy analytics agent. Create the context of your analytics agent with …”Bluesky · Mar 1, 2026 · 4 likes
- anthropics/claude-code“[BUG] /MCP connector name not picked up for OAuth-protected servers — UUID used instead of …”GitHub · May 11, 2026 · 3 reactions
- @ssp.sh“It seems Nao from @blef.fr just got open-sourced. Nao is a framework for building and deploying an …”Bluesky · Jan 27, 2026 · 3 likes
- A Hacker News story“Nao: Open-Source Analytics Agent”Hacker News · Feb 28, 2026 · 2 points
The biggest 5 of 54 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 54
Talked about on GitHub, Hacker News and Bluesky (54 times).
On GitHub · 50
- May 11, 2026[BUG] /MCP connector name not picked up for OAuth-protected servers — UUID used instead of `serverInfo.name` in Claude.ai — inconsistent behavior — anthropics/claude-code3 reactions · 4 comments
- Oct 28, 2026agent-skills.github.getnao.nao: 03.40 → 0.3.30 — sudosubin/agents.nix0 reactions
- Oct 28, 2026agent-skills.github.getnao.nao: 0.3.29 → 03.40 — sudosubin/agents.nix0 reactions
- Oct 25, 2026agent-skills.github.getnao.nao: 0.3.28 → 0.3.29 — sudosubin/agents.nix0 reactions
- Oct 22, 2026agent-skills.github.getnao.nao: 0.3.27 → 0.3.28 — sudosubin/agents.nix0 reactions
45 more on GitHub
- Oct 22, 2026agent-skills.github.getnao.nao: 0.3.26 → 0.3.27 — sudosubin/agents.nix0 reactions
- Oct 20, 2026agent-skills.github.getnao.nao: 0.3.25 → 0.3.26 — sudosubin/agents.nix0 reactions
- Oct 19, 2026agent-skills.github.getnao.nao: 0.3.24 → 0.3.25 — sudosubin/agents.nix0 reactions
- Oct 14, 2026agent-skills.github.getnao.nao: 0.3.23 → 0.3.24 — sudosubin/agents.nix0 reactions
- Oct 14, 2026agent-skills.github.getnao.nao: 0.3.22 → 0.3.23 — sudosubin/agents.nix0 reactions
- Oct 13, 2026agent-skills.github.getnao.nao: 0.3.21 → 0.3.22 — sudosubin/agents.nix0 reactions
- Oct 9, 2026Donor intake: nao open analytics agent / open Claude Dashboards patterns — rrahul0904/Agentic_AI_Data_Quality_Testing0 reactions
- Oct 5, 2026agent-skills.github.getnao.nao: 0.3.20 → 0.3.21 — sudosubin/agents.nix0 reactions
- Oct 5, 2026agent-skills.github.getnao.nao: 0.3.19 → 0.3.20 — sudosubin/agents.nix0 reactions
- Oct 3, 2026agent-skills.github.getnao.nao: 0.3.17 → 0.3.19 — sudosubin/agents.nix0 reactions
- Sep 29, 2026evals experiment — daria-sukhareva/nao_chat_fork0 reactions
- Sep 27, 2026agent-skills.github.getnao.nao: init at 0.3.17 — sudosubin/agents.nix0 reactions
- Jul 13, 2026Add nao open source framework for agentic analytics — mapdx/retail_analytics0 reactions
- Jun 17, 2026[design-doctor capture-replay baseline] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 1 comment
- Jun 17, 2026[design-doctor capture-replay replay] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 1 comment
- Jun 17, 2026[design-doctor effort low] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 1 comment
- Jun 17, 2026[design-doctor effort high] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 1 comment
- Jun 17, 2026[design-doctor fastmode fast] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 17, 2026[design-doctor fastmode standard] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 17, 2026[design-doctor effort low] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 1 comment
- Jun 17, 2026[design-doctor effort high] clone of nao#21: Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 1 comment
- Jun 10, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 6 comments
- Jun 10, 2026Score request: pypi/getnao — hsnice16/agent-friendly-code0 reactions · 1 comment
- Jun 10, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 9, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 9, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 8, 2026[upstream-reference] Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 4, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 4, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 2 comments
- Jun 3, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 2, 2026Benchmark Designer pass [etest 4 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 2 comments
- Jun 2, 2026Benchmark Designer pass [cropper retest] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 2, 2026Benchmark Designer pass [etest 3 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 3 comments
- Jun 1, 2026Benchmark Designer pass [etest 2 / p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- Jun 1, 2026Benchmark Designer pass [etest 1 / p1-main-current] nao-575: Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions · 1 comment
- Jun 1, 2026Benchmark Designer pass [p5-rubric-perfect-score] nao-575: Add budget settings page with per-provider cost tracking — adiraju13/naosays it tested it0 reactions
- Jun 1, 2026Benchmark Designer pass [p4-progressive-disclosure-cleanup] nao-575: Add budget settings page with per-provider cost tracking — adiraju13/naosays it tested it0 reactions
- Jun 1, 2026Benchmark Designer pass [p3-expansive-main] nao-575: Add budget settings page with per-provider cost tracking — adiraju13/naosays it tested it0 reactions
- Jun 1, 2026Benchmark Designer pass [p2-good-design-examples-design-system] nao-575: Add budget settings page with per-provider cost tracking — adiraju13/naosays it tested it0 reactions
- Jun 1, 2026Benchmark Designer pass [p1-main-current] nao-575: Add budget settings page with per-provider cost tracking — adiraju13/naosays it tested it0 reactions
- Jun 1, 2026[bench designer-pass-improvement] Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- May 31, 2026[bench p2-good-design-examples-design-system] Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- May 31, 2026[bench p1-main-current] Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- May 29, 2026[bench p5-rubric-perfect-score] Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
- May 29, 2026[bench p4-progressive-disclosure-cleanup] Add budget settings page with per-provider cost tracking — orianna-ai/nao0 reactions
On Hacker News · 2
- Feb 10, 2026Show HN: Nao Open Source Analytics Agent – build context agent as a file system5 points
- Feb 28, 2026Nao: Open-Source Analytics Agent2 points
On Bluesky · 2
- Mar 1, 2026nao nao is a framework to build and deploy analytics agent. Create the context of your analytics agent with nao-core cli: data, metadata,… — @pythonhub.dev4 likes and reposts
- Jan 27, 2026It seems Nao from @blef.fr just got open-sourced. Nao is a framework for building and deploying an analytics agent. Focused on data… — @ssp.sh3 likes and reposts · 1 reply
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- pipecat-ai/pipecat★ 17k89% same
Wrote their own version · 193
- mattpocock/skills★ 309ksame name
- TheAlgorithms/Python★ 226ksame name
- microsoft/vscode★ 194ksame name
- github/spec-kit★ 145ksame name
- ggml-org/llama.cpp★ 133ksame name
- shareAI-lab/learn-claude-code★ 80ksame name
- shareAI-lab/analysis_claude_code★ 78ksame name
- vectorize-io/hindsight★ 57ksame name
- dbeaver/dbeaver★ 52ksame name
- roboflow/supervision★ 51ksame name
183 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use add-new-model, azsdk-common-sdk-breaking-change and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
PydanticSkilladd-new-model
Add support for a newly-released language or image generation model in pydantic-ai (e.g. openai:gpt-5.6, anthropic:claude-sonnet-5, openai:gpt-image-2). Use when a provider ships a new model id and you need to wire literals, profile flags, adapters, and tests to recognize it. Handles SDK-lag, gateway list conventions, capability probing, and direct image-model geometry.
Also in 9 projects that use this
Microsoft AzureSkillazsdk-common-sdk-breaking-change
Detect and mitigate SDK Breaking changes for an SDK package which is generated from TypeSpec. WHEN: "Detect SDK breaking changes for a service", "Detect SDK breaking changes for an SDK package", "Detect and mitigate SDK breaking changes for a service", "Detect and mitigate SDK breaking changes for an SDK package". INVOKES: skill: azsdk-common-generate-sdk-locally; MCP tools: azure-sdk-mcp:azsdk_customized_code_update, azure-sdk-mcp:azsdk_package_detect_breaking_change.
Also in 4 projects that use this
ww-w-aiSkillbkend-auth
bkend.ai authentication guide. Signup, login, JWT tokens, sessions, role-based access control, and password management with bkend.ai BaaS. Triggers: bkend auth, bkend login, bkend signup, JWT, session, RBAC, password, bkend 인증, 로그인, 회원가입, bkend認証, ログイン, 新規登録, bkend认证, 登录, 注册, autenticacion bkend, authentification bkend, bkend-Auth Do NOT use for: data operations (use $bkend-data), file storage (use $bkend-storage).
Also in 4 projects that use this
ww-w-aiSkillbkend-cookbook
bkend.ai cookbook with step-by-step tutorials and example projects. Build a todo app, blog, e-commerce store, and more with bkend.ai BaaS. Triggers: bkend cookbook, bkend tutorial, bkend example, todo app, blog app, bkend 쿡북, bkend 튜토리얼, 예제 프로젝트, bkendクックブック, チュートリアル, bkend教程, 示例项目, tutorial bkend, tutoriel bkend, bkend-Tutorial, ricettario Do NOT use for: initial setup (use $bkend-quickstart), specific features (use $bkend-data/auth/storage).
Also in 4 projects that use this
dzhngSkillclose-spec
When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable rationale — the why, the principles, the invariants — pointing back to the real code for the how. Use when implementation has landed and the plan no longer matches what shipped, or the user says a feature/spec is finished. Pairs with [write-spec](../write-spec/SKILL.md) (the plan this closes) and [review](../review/SKILL.md) (run before closing).
Also in 4 projects that use this
dzhngSkilldesign-with-images
Explore UI and visual design with image generation, then iterate the real implementation against the user-selected concept. Use when brainstorming visual directions, offering mockup variants, or implementing an approved generated design; do not stop at the mockups or the first code approximation.
Also in 4 projects that use this
- +5 more from ww-w-ai
In this repository11 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- add-semantic-layerSkill
- audit-contextSkill
- build-custom-chartsSkill
- create-context-testsSkill
- deploy-contextSkill
- migrate-metabaseSkill
- migrate-tableau-workbookSkill
- setup-contextSkill
- write-context-rulesSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
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Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

