Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects, counterfactuals, difference-in-differences (DiD), synthetic control, regression discontinuity (RDD), interrupted time series (ITS), instrumental variables (IV), propensity scores, DAGs, causal graphs, confounders, backdoor criterion, do-calculus, interventional distributions, pm.do(), pm.observe(), CausalPy, DoWhy, mediation analysis, refutation, sensitivity analysis, parallel trends, placebo tests, or any question of the form "does X cause Y" or "what is the effect of X on Y."
日本語の概要は準備中です。原文の説明を表示しています。
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4,6622026年10月15日 更新
Investigate a topic against preserved sources and write a draft-status research article under `research/` in a Knowledge Base project (the `knowledge-base` starter pack). Read when asked to research a topic, compare options, synthesize sources, gather evidence, or extend an existing research doc. Carries the full procedure: scan existing coverage, agree a research rubric, capture every source verbatim before analyzing, write the article incrementally so a crash never loses work, cite every claim, and link it back into the graph. Does not promote findings to canonical knowledge — that is the sibling `consolidate-notes` skill, after a decision lands.
日本語の概要は準備中です。原文の説明を表示しています。
inkeep/open-knowledge☆ 4,6052026年10月17日 更新
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
日本語の概要は準備中です。原文の説明を表示しています。
ruvnet/RuVector☆ 4,5852026年10月17日 更新
Use when starting any task the organization may already have an approved skill, prompt, MCP server, or Agent for: reviewing code, a commit, a diff, or a pull request; writing tests or documentation; querying a database, API, or service; automating a browser or web page; running untrusted code; connecting to a SaaS tool; drafting, researching, or any other substantive work. The user will not mention Observal: the task type is the trigger. Check what is already installed, then run observal discover search as the first action, before reading the repository or working from scratch. Also use when the user wants to log in, configure Observal, inspect local harness setup, share or open a repository Agent share, manage a teamspace or invitation, process inbox items, check installed registry items, or call an endpoint without a dedicated command.
日本語の概要は準備中です。原文の説明を表示しています。
Observal/Observal☆ 4,5052026年10月17日 更新
Searches, recommends, bulk-submits, installs, forks, edits, versions, archives, restores, transfers, and manages co-authors for Observal MCP servers, skills, hooks, prompts, sandboxes, and registered remote A2A agents. Use when the user wants to find components, publish one or many they control, install them into a harness, or manage their lifecycle.
日本語の概要は準備中です。原文の説明を表示しています。
Observal/Observal☆ 4,5052026年10月17日 更新
Recovers Observal session ingestion, manages CLI upgrades, downgrades and rollback, and performs explicit local Agent fallback when the server is unavailable. Use when the user asks to reconcile missed sessions, repair CLI version state, or continue locally after a confirmed connection or configuration failure.
日本語の概要は準備中です。原文の説明を表示しています。
Observal/Observal☆ 4,5052026年10月17日 更新
Convert a GraphQL endpoint, OpenAPI spec, or MCP server into bash CLI commands and a `tools.*` JS API runnable inside `just-bash`'s `js-exec` sandbox. Use when the user wants to expose a remote API to a sandboxed bash agent, build a tool-calling agent on top of just-bash, or generate CLI commands from an existing API spec.
日本語の概要は準備中です。原文の説明を表示しています。
vercel-labs/just-bash☆ 4,4122026年10月15日 更新
Build a behavior change with observed red, minimal green, and measured test consolidation
日本語の概要は準備中です。原文の説明を表示しています。
nyldn/claude-octopus☆ 4,2512026年10月17日 更新
Coordinate project or repository renames and moves involving Git, BB, services, or multiple machines. Preserve work and history while updating operational paths. Excludes ordinary file, code-symbol, and thread-title renames.
日本語の概要は準備中です。原文の説明を表示しています。
davidondrej/skills☆ 4,1582026年10月17日 更新
Record concise ADRs that preserve the user's decisions without conversational noise. Use for "adr-verbatim", "new ADR", "document that as an ADR", "record this decision", or supplied ADR wording.
日本語の概要は準備中です。原文の説明を表示しています。
davidondrej/skills☆ 4,1582026年10月17日 更新
Examine what a file claims about itself and what it actually contains — powered by Apache Tika. True content-based type detection (extensions lie), provenance claims (authors, dates, creating application), revision and tamper signals (PDF incremental updates, tracked changes, hidden slides, zip integrity), hidden and embedded content (attachments, macros), risk indicators (PDF JavaScript actions, encryption), and content digests. Evidence gathering, not verdicts: Tika reports what the file asserts and what parsing observed; it does not attribute authorship or validate signatures. Use for triaging suspicious files, provenance questions, e-discovery-style review, or "is this file what it claims to be."
日本語の概要は準備中です。原文の説明を表示しています。
apache/tika☆ 4,0992026年10月17日 更新
Turn almost any file into Markdown plus metadata — PDF, Office, HTML, email, archives, images, audio/video, 1000+ formats — powered by Apache Tika, either via the tika-app CLI (zero setup, one file) or a running tika-server (curl, warm process, many calls). Leads with rmeta (structured, embedded-item-aware output) as the default operation rather than flat concatenated text, since you can't tell whether a file has embedded content from its extension. Covers metadata-only triage, type and language detection, OCR, and output-size discipline for agent context. Use whenever a task involves reading the content of a file whose format you don't want to hand-parse.
日本語の概要は準備中です。原文の説明を表示しています。
apache/tika☆ 4,0992026年10月17日 更新
Activate when the user asks about APM (Agent Package Manager): installing, configuring, authoring, or troubleshooting AI-agent packages, dependencies, compilation, MCP servers, policy, or any `apm` CLI command.
日本語の概要は準備中です。原文の説明を表示しています。
microsoft/apm☆ 4,0312026年10月17日 更新
Drive ONE already selected open pull request in microsoft/apm to mergeable. Classifies copilot-pull-request-reviewer[bot] inline review, runs autopilot-pr-review-worker, folds (by default) every recommendation inside the PR's stated scope, pushes to the head branch or a superseding PR that preserves authorship via commit trailers, watches CI to green (`agent-merge` when that skill or `<agent_merge_state>` is present; otherwise `gh pr checks --watch`), and iterates under fixed caps until ready-to-merge, advisory-with-deferred, superseded, or blocked. Plan before any fold, push, or reviewer request. Never spawned by autopilot-pr-review-scheduler. That scheduler is advisory only. Invoke this skill by name when the caller asked to drive a PR to merge.
日本語の概要は準備中です。原文の説明を表示しています。
microsoft/apm☆ 4,0312026年10月17日 更新
Synchronize CS-Notes Git changes and material projections when the user says 同步笔记, sync笔记, or pull CS-Notes and push. Preserve unpublished intakes and require material-specific human completion evidence before archival.
日本語の概要は準備中です。原文の説明を表示しています。
huangruiteng/CS-Notes☆ 4,0082026年10月17日 更新
Split mixed Git changes into public-safe, reviewable commits and PRs when the user requests publication or cleanup. Preserve unrelated work; merging is separate.
日本語の概要は準備中です。原文の説明を表示しています。
huangruiteng/CS-Notes☆ 4,0082026年10月17日 更新
Use Iris to submit, inspect, debug, monitor, or recover jobs and tasks; diagnose scheduling and federation; deploy controllers; or reserve dev GPUs and TPUs. Use for ordinary Iris operations, including babysitting a job, controller rollouts, accelerator sessions, and stuck CoreWeave pods. Use a narrower production-run or Zephyr skill when that workflow is explicitly requested.
日本語の概要は準備中です。原文の説明を表示しています。
marin-community/marin☆ 3,9672026年10月17日 更新
Plan and, after explicit approval, execute runtime-behavior probes for local or live integrations. Use only when explicitly invoked to verify behavior that code review and normal tests cannot settle; define a controlled validation matrix, keep disposable JS probes outside tracked paths, and report observed evidence.
日本語の概要は準備中です。原文の説明を表示しています。
openai/openai-agents-js☆ 3,9242026年10月16日 更新
Dynamic instrumentation via Frida - attach to or spawn a process, load a JS hook script, capture send() events into a lifecycle-managed run directory. Supports local, USB-attached, and remote frida-server targets.
日本語の概要は準備中です。原文の説明を表示しています。
gadievron/raptor☆ 3,9142026年10月13日 更新
Recover deleted commits from GitHub using REST API, web interface, and git fetch. Use when you have commit SHAs and need to retrieve actual commit content, diffs, or patches. Includes techniques for accessing "deleted" commits that remain on GitHub servers.
日本語の概要は準備中です。原文の説明を表示しています。
gadievron/raptor☆ 3,9142026年10月13日 更新
Triage backlog, scan open issues, rank what to tackle first, or which PRs are production-ready.
日本語の概要は準備中です。原文の説明を表示しています。
stickerdaniel/linkedin-mcp-server☆ 3,9092026年10月16日 更新
Fetch PR review comments, verify each against real code/docs, fix valid issues, commit and push
日本語の概要は準備中です。原文の説明を表示しています。
stickerdaniel/linkedin-mcp-server☆ 3,9092026年10月16日 更新
Verify PR #N, does this PR fix #M, check the fix in #N, or test the candidate PR.
日本語の概要は準備中です。原文の説明を表示しています。
stickerdaniel/linkedin-mcp-server☆ 3,9092026年10月16日 更新
Open or file a GitHub issue, bug report, feature request, docs issue, or chore. Add evidence to an existing issue. Run gh issue create or gh issue comment.
日本語の概要は準備中です。原文の説明を表示しています。
stickerdaniel/linkedin-mcp-server☆ 3,9092026年10月16日 更新