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knowledge-automation

Official · OpenClawFree

Create scheduled Knowledge ingestion automations with a verified worker, private-vault authority, and an end-to-end scheduled run. Use when asked to schedule or repair recurring ingestion from any source.

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openclaw/knowledge3Updated Oct 21, 2026

Instabox を使う検証用の開発タスクに対し、ローカル司令・クラウド内の開発継続・外部での仕事と復旧の管理を比較して仮選定し、小さな実装・検証実験で適否を判断する。開発構成の試行や切断・復旧の検証に使う。基本接続だけなら instabox を使う。

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ryryo/dot-claude-dev3Updated Oct 21, 2026

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

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PovertyAction/ipa-research-data-science-hub3Updated Oct 19, 2026

Draft and quality-check pages for the IPA Knowledge Hub in the site's house style. Use when creating a new .qmd Hub page from source material, adapting outside content into a Hub page, or reviewing an existing page for structure, tone, frontmatter, references, and Diátaxis fit. Replicates the quality-control workflow of IPA's Knowledge Hub Generator assistant.

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PovertyAction/ipa-research-data-science-hub3Updated Oct 19, 2026

Operate desktop apps and isolated browsers on registered computers. Use for tasks that require an app interface, accessibility, screenshots or recording. Use Chromewhale for the user's signed-in Chrome.

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codewhale-hq/codewhale-cu-plugin3Updated Oct 22, 2026

Maps incoming work to the CodeConductor slash command and workflow skill. Use when starting a session or deciding which /cc-* command applies.

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lgzarturo/springboot-course3Updated Oct 20, 2026

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration.

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lgzarturo/springboot-course3Updated Oct 20, 2026

Guides agents through scorecards, outcomes, model profiles, and eval suites. Use when running /cc-scorecard or /cc:scorecard, measuring a deliverable, or checking workflow gates with suite-run.

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lgzarturo/springboot-course3Updated Oct 20, 2026

Set up something that runs on a schedule (a weekly report, a daily digest) as a scheduled workflow, change, pause or debug one, and build interactive pages (project artifacts and workspaces) that read live Fabric data. Use when the user asks for a recurring job, a status page, a dashboard or a page with buttons, or asks why one did not run.

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Fabric-Pro/fabric-oss3Updated Oct 23, 2026

週ごとに Notion「ナレッジカード」DB に集まったカードを読み、問いをまたいで親和図にまとめ、正(worked)と反(failed)の対立から合(提案)を出し、次の問いを決めて、「合成テーマ」DB と週の行の配下の「まとめ」ページに書き込む。「今週のカードを合成して」「W43 のまとめを作って」「ナレッジカードの合成」などの依頼で使う。カードの提出は knowledge-cards、個人の採点は evaluate-session の領域。個人別の件数ランキングや「誰が何を失敗した」は出さない。

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xtone/ai_development_tools3Updated Oct 22, 2026

Claude Code のセッション記録(~/.claude の履歴・セッションログ・memory)から、週ごとの問い(questions.json)に答える「ナレッジカード」を下書きし、本人が確認・修正したうえで機密スキャンを通し、Notion の「ナレッジカード」DB に提出する。引数なしなら先週(月曜〜日曜)の記録を集計し、確認のうえ Notion に提出する。「Claude Code の履歴をナレッジカードにまとめて」「先週のログからナレッジカードを作って」「ナレッジカードを提出したい」「今週のカードを出して」「週次の振り返りカードを作って」などの依頼で使う。週次のカード提出であり、個人の採点や評価ではない(セッション 1 本の採点は evaluate-session の領域)。

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xtone/ai_development_tools3Updated Oct 22, 2026

Detects and removes contamination in genome assemblies via two disjoint workflows - foreign-sequence screening of a single-organism (eukaryote/isolate) assembly with NCBI FCS-GX (GenBank-submission-mandatory), FCS-adaptor, and BlobToolKit blob plots; and MAG/bin quality assessment with CheckM2 plus GUNC (chimerism) plus GTDB-Tk taxonomy, judged against MIMAG. Covers why CheckM2 alone is blind to disjoint-marker chimeras, the FCS-GX RAM wall, organelle/NUMT triage, strain heterogeneity, and the HGT-vs-contamination (tardigrade) trap. Use when screening an assembly for foreign contamination before GenBank submission, assessing MAG completeness/contamination/chimerism, deciding which contigs to remove, or distinguishing real HGT from contaminant contigs.

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peacezha/TRACE3Updated Oct 20, 2026

Aligns and QCs methylated-RNA-immunoprecipitation (MeRIP / m6A-seq) IP and input libraries using STAR or HISAT2 splice-aware mapping, samtools sort/index, IP/input matched-pair tracking, antibody-lot metadata recording, replicate concordance via deepTools multiBamSummary + plotCorrelation, IP enrichment QC via plotFingerprint and per-transcript IP/input ratio distributions, library-complexity saturation curves via PreSeq c_curve / lc_extrap, and the explicit do-NOT-deduplicate convention for standard non-UMI MeRIP. Use when preparing paired IP and input BAM files for exomePeak2 / MeTPeak / MACS3 peak calling, evaluating MeRIP replicate concordance and IP enrichment, deciding whether to deduplicate (standard MeRIP typically NOT — see Tips), choosing genome-vs-transcriptome alignment for downstream peak vs m6Anet workflows, recording antibody clone and lot metadata for downstream cross-batch reconciliation, detecting failed IPs via saturation curves and IP/input distribution shape, or generating IP-over-Input bigWig tracks for downstream visualisation.

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peacezha/TRACE3Updated Oct 20, 2026

Identifies essential genes from CRISPR-Cas9 fitness screens using BAGEL2 (Kim & Hart 2021 Genome Med), a Bayesian classifier scoring per-gene Bayes Factors via log-likelihood ratios over per-sgRNA fold changes, calibrated against CEGv2 core-essentials (Hart 2017 G3, ~684 genes) and NEGv1 non-essentials (Hart 2014, ~927 genes). Covers the fc + bf + pr workflow, the linear-extrapolation improvement over BAGEL1 truncation, multi-target off-target correction, tumor-suppressor sensitivity (BAGEL2 detects enrichment), and BF-to-FDR calibration (BF >6 ≈ FDR 0.05 from Hart 2017). Use when classifying essential vs non-essential genes, calibrating BAGEL2 thresholds against PR curves, identifying tumor suppressors alongside essentials, comparing BAGEL2 hits to MAGeCK / drugZ, or generating publication-quality essentiality calls.

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peacezha/TRACE3Updated Oct 20, 2026

Call copy number variants with the GATK best-practices workflows — the somatic CNV pipeline (CollectReadCounts, DenoiseReadCounts with tangent normalization, ModelSegments, CallCopyRatioSegments) and the germline GATK-gCNV pipeline (DetermineGermlineContigPloidy, GermlineCNVCaller cohort/case mode, PostprocessGermlineCNVCalls). Covers panel-of-normals construction, AnnotateIntervals/FilterIntervals, allelic-count integration, and QS-based filtering. Use when integrating CNV calling into a GATK variant pipeline, calling rare germline CNVs from an exome cohort, deciding between the somatic and germline GATK workflows, or diagnosing why tangent normalization removed a real event or why gCNV output has low precision.

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peacezha/TRACE3Updated Oct 20, 2026

Performs structure-based virtual screening using AutoDock Vina, SMINA, GNINA (CNN scoring), and DiffDock-L hybrid workflows with explicit choice rules across rigid vs flexible docking, cross-docking vs self-docking, binding-site detection (P2Rank, fpocket), receptor preparation (PDB2PQR, PROPKA), ligand preparation (meeko, OpenBabel), and ultralarge-library screening (ZINC22, Enamine REAL). Use when screening chemical libraries against a protein target to find candidate binders, ranking docking poses, or selecting a docking workflow for a specific scenario.

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peacezha/TRACE3Updated Oct 20, 2026

Builds and applies 3D pharmacophore models using RDKit Pharm3D, the apo2ph4 receptor-based workflow (Heider et al 2022/2023 J Chem Inf Model 63:147-158), Pharmer / Pharmit (search), and PharmacoForge (diffusion-based generation, Flynn et al 2025 Front Bioinform), covering ligand-based pharmacophore (from active set alignment) and receptor-based pharmacophore (from binding pocket geometry). Explicit handling of feature types, geometric tolerances, partial matching, and pharmacophore-based virtual screening. Use when identifying scaffold-hopping candidates, building shape-and-feature search queries, or transferring SAR across chemotypes.

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peacezha/TRACE3Updated Oct 20, 2026

Installs 425 bioinformatics skills covering sequence analysis, RNA-seq, single-cell, variant calling, metagenomics, structural biology, and 56 more categories. Use when setting up bioinformatics capabilities or when a bioinformatics task requires specialized skills not yet installed.

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peacezha/TRACE3Updated Oct 20, 2026

Re-explain the last deliverable in Task Card vocabulary when it did not land.

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lgzarturo/springboot-course3Updated Oct 20, 2026

Council-driven workflow with CCEP-1 bootstrap

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lgzarturo/springboot-course3Updated Oct 20, 2026

Run OpenSpec backlog delivery — validate BACKLOG.md, plan TaskCards, orchestrate agents by phase, review gate, and update backlog state.

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lgzarturo/springboot-course3Updated Oct 20, 2026

CodeConductor pagespeed workflow

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lgzarturo/springboot-course3Updated Oct 20, 2026

Planner→Builder→EvaluatorのLong-Runningエージェントハーネスで複雑なタスクを実装します。plannerがfeatures.jsonに機能を分解し、builderがTDDで1機能ずつ実装し、evaluatorがPASSするまでbuilderを繰り返します。「〇〇を作って」「実装して」「long-running」などのリクエストで起動します。

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ac2393921/long-running-harness3Updated May 13, 2026

Project workflow for PRDs, task tracking, changelog sync, and documentation updates. Use for any non-trivial task that spans multiple steps, touches several files, changes architecture, or needs project tracking updates. Also activates with @update to sync task.md, changelog.md, and files.md after completing work.

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waynesutton/finder93Updated May 24, 2026