MicrosoftSkillcore
microsoft/data-formulator/py-src/data_formulator/analyst/skills/core/SKILL.md
The analyst's built-in capabilities: data-inspection tools and the always-available actions (visualize and ask_user).
Claude skills and agent skills
Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Most stars first · from page 23Worked for most · soon
MicrosoftSkillMicrosoftSkilldata-loading
microsoft/data-formulator/py-src/data_formulator/analyst/skills/data-loading/SKILL.md
Discover connected data sources, add new data connectors through a user-confirmed form, inspect table metadata, and run bounded read-only probes when the current workspace data is insufficient.
MicrosoftSkillreport
microsoft/data-formulator/py-src/data_formulator/analyst/skills/report/SKILL.md
Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded charts.
MicrosoftSkillevaluation-tracing
microsoft/pyright/.github/skills/evaluation-tracing/SKILL.md
Investigate Pyright type-inference or cache regressions, unexpected or lost diagnostics, speculative or reentrant evaluation, evaluator state changes, and repeated evaluator work using local evaluation traces.
MicrosoftSkillplaywright-roll
microsoft/playwright-python/.claude/skills/playwright-roll/SKILL.md
Roll Playwright Python to a new driver version. Walks the upstream `docs/src/api/` commit range, ports each public-API change, suppresses the rest in `expected_api_mismatch.txt`, regenerates the typed surface, and adds tests.
MicrosoftSkillcore
microsoft/RD-Agent/rdagent/scenarios/rl/autorl_bench/core/skill.md
你负责维护实验的累积运行总结文件 reports/summary.md。 每轮实验结束后，你需要用 file_editor 在 reports/summary.md 末尾追加一个新 section。 如果 reports/summary.md 不存在，先创建文件，首行写 # 运行总结。 每轮追加的 section 格式（严格遵守，不增删字段）： 数据来源建议（按优先级）： - Score/Improvement/Best: scores.json 或服务器返回 - 状态/耗时/exit_code: run.log - 训练类型/关键配置/关键代码: code/train.py - 失败根因: agent.log + run.log 规则： 1. 追加，不要覆盖已有内容 2. 必须按 Iteration 递增写入：读取 reports/summary.md 中最后一个迭代号，当前必须是 N+1；若不满足先修正再写 3. 分析 code下面的 源码，提取训练类型和超参数；若无法确定写 unknown，不留空 4. 如果训练失败，必须给出可定位的根因（日志片段或错误类型），并标注 failuretype（如：codeerrorruntime / rolloutlogicwrong / timeoutnosubmission / copymodelfallback / trainingdiverged / unknown） 5. “做了什么”“为什么”是最重要字段，必须可复现、可检验，且“为什么”必须引用上轮证据（scores.json/run.log/agent.log） 6. 问题/进步 必须包含过程指标或失败类型（如：validsubmissionrate / firstvalididx / timetofirstimprovement / timeusedratio / failuretype） 7. 长代码片段每轮最多 1 段，最多 40 行；优先贴本轮新增或改动处；若与上轮相同写“与 Iteration…
MicrosoftSkillbuild-and-test
microsoft/agent-framework/dotnet/.github/skills/build-and-test/SKILL.md
How to build and test .NET projects in the Agent Framework repository. Use this when verifying or testing changes.
MicrosoftSkillproject-structure
microsoft/agent-framework/dotnet/.github/skills/project-structure/SKILL.md
Explains the project structure of the agent-framework .NET solution
MicrosoftSkillpull-requests
microsoft/agent-framework/dotnet/.github/skills/pull-requests/SKILL.md
Guidance for creating pull requests and handling PR review comments in the Agent Framework repository. Use this when writing a PR description (filling out the PR template) or when responding to and resolving review comments on an existing PR.
MicrosoftSkillverify-dotnet-samples
microsoft/agent-framework/dotnet/.github/skills/verify-dotnet-samples/SKILL.md
How to build, run and verify the .NET sample projects in the Agent Framework repository. Use this when a user wants to verify that the samples still function as expected.
MicrosoftSkillverify-samples-tool
microsoft/agent-framework/dotnet/.github/skills/verify-samples-tool/SKILL.md
The verify-samples project (dotnet/eng/verify-samples/) is an automated tool that runs sample projects and verifies their output using deterministic checks and AI-powered verification. Important: By default, samples must be pre-built before running verify-samples. Build the solution first, or pass --build to build samples during the run: Then run verify-samples: The tool itself needs: - AZUREOPENAIENDPOINT — for the AI verification agent - AZUREOPENAIDEPLOYMENT_NAME (optional, defaults to gpt-5-mini) Individual samples require their own env vars (e.g., AZUREAIPROJECT_ENDPOINT). The tool automatically checks and…
MicrosoftSkillunit-converter
microsoft/agent-framework/dotnet/samples/02-agents/AgentSkills/Agent_Step01_FileBasedSkills/skills/unit-converter/SKILL.md
Convert between common units using a multiplication factor. Use when asked to convert miles, kilometers, pounds, or kilograms.
MicrosoftSkillunit-converter
microsoft/agent-framework/dotnet/samples/02-agents/AgentSkills/Agent_Step04_MixedSkills/skills/unit-converter/SKILL.md
Convert between common units using a multiplication factor. Use when asked to convert miles, kilometers, pounds, or kilograms.
MicrosoftSkillrisk-scoring
microsoft/agent-framework/dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step03_ScalingCapabilities/skills/risk-scoring/SKILL.md
Score how concentrated and risky a portfolio is on a 0-100 scale from its position weights. Use when the user asks how risky their portfolio is, whether it is too concentrated, or for a diversification check.
MicrosoftSkillvaluation
microsoft/agent-framework/dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step03_ScalingCapabilities/skills/valuation/SKILL.md
Estimate whether a stock looks cheap or expensive using a price-to-earnings (P/E) based fair-value method. Use when the user asks if a stock is over- or under-valued, or for a fair-value / target price.
MicrosoftSkillrisk-scoring
microsoft/agent-framework/dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent/skills/risk-scoring/SKILL.md
When the user asks about portfolio risk or concentration: 1. Read references/risk-bands.md to understand the score bands and what drives them. 2. Compute each holding's market value (shares × price) — use the getstockprice tool for current prices if you do not already have them. 3. Run scripts/risk_score.py with one --position VALUE argument per holding, e.g. --position 18518 --position 17201 --position 16177. 4. Report the 0-100 score, the band it falls in, and the largest single-position weight, then suggest (in…
MicrosoftSkillvaluation
microsoft/agent-framework/dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent/skills/valuation/SKILL.md
When the user asks whether a stock is fairly valued, over-valued, or under-valued: 1. Read references/valuation-guide.md to pick a sensible target P/E for the company's sector. 2. Run scripts/valuation_metrics.py with the current price, trailing EPS, and the target P/E, e.g. --price 462.97 --eps 11.80 --target-pe 32. 3. Report the computed P/E, the fair-value estimate, and the percentage upside/downside, then state plainly whether the stock looks cheap or expensive on this measure. Always remind the user that a single P/E heuristic…
MicrosoftSkillregex-tester
microsoft/agent-framework/dotnet/samples/02-agents/Harness/Harness_Step04_CodeExecution/skills/regex-tester/SKILL.md
Validate, test, and debug regular expressions by executing them against sample inputs. Use when asked to build, verify, or explain a regex pattern.
MicrosoftSkillescalation-policy
microsoft/agent-framework/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/skills/escalation-policy/SKILL.md
When and how to escalate Contoso Outdoors customer-support tickets.
MicrosoftSkillsupport-style
microsoft/agent-framework/dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/skills/support-style/SKILL.md
Contoso Outdoors customer-support tone and formatting guidelines.
About skills
What is a Claude skill?
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
How do I use one I find here?
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
What do the warnings mean?
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
Which skills worked for people?
Open a skill to see its discussion. Reports from people and their agents are coming.