Content
2.5.22
严肃长文流水线（学术论文/商业评论/行业分析/公众号深度长文）——多 Agent 子代理编排。三角验证（文献/数据/案例）+ M 门（LLM 结构化判定）+ F 失败模式防御 + 数据信任 3 档 + 修订回环 ≤2 轮。使用前需 Phase 0 同意关卡。<2000 字建议直接用主控 LLM。
Testing
quality-gate
Orchestrates the QUALITY pipeline stage for egregore work items, running code review, unbloat, and test updates
Engineering
architecture-paradigm-pipeline
Applies pipes-and-filters for sequential data transformations
Engineering
novel-to-game
Turn a novel into a fully playable game on the selected target platform. Orchestrates the whole adaptation pipeline — requirements intake, gameable deconstruction, concept selectio…
Content
paper-writing
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → figure-spec/paper-illustration/mermaid-diagram → paper-write → paper-compile → auto-paper-improvem…
Content
novelops-skill
Novel-production operating system skill for long-form fiction, web novels, serials, fanfiction, and side stories. Use when designing or running a structured writing pipeline with p…
Content
bookwright
Bootstrap and run a long-form editorial writing project (book, monograph, essay, serialized work) using a seven-phase pipeline. Use when the user asks to start a new writing projec…
DevOps
client-release-pipeline
Explains Lanyard.Client's release pipeline: release.yml builds and publishes on every main push touching client paths, using the <Version> from Lanyard.Client.csproj with no auto-i…
Data
targets-r
Modern patterns for reproducible analysis pipelines with the targets R package. Use this skill when writing `_targets.R`, defining targets, debugging pipeline failures, running ind…
Documentation
engineering-historian
Records engineering decisions as a pipeline (CASE → JUDGMENT → PRINCIPLE → STANDARD) and retrieves answers from it. Auto-captures sessions; user reviews at /distill. Activates on "…
Productivity
linear-prd-intake
Scans Linear for projects tagged with a `ready` PRD label, validates the first eligible item through the pipeline, then either creates tickets and flips the label to `ticketed` on …
Automation
agentlint-feature-pipeline
Autonomous build pipeline for any agentlint feature — CLI, web, leaderboard tool, docs, or rules. Accepts a feature request, runs grills and PRD generation, converts to issues, exe…
Automation
drain
Parallel-worktree auto-drain of the board. One invocation scans pipeline sources, filters admissible items, builds a conflict-free wave, confirms with the user, then spawns isolate…
DevOps
fabrik
Provides ambient awareness of Fabrik, the GitHub-Project-driven SDLC pipeline orchestrator using Specify/Research/Plan/Implement/Review/Validate stages. Activates on `.fabrik/` dir…
Automation
job-watch
Runs the Job Hunter batch pipeline: collects listings per active search intent, deduplicates, filters, scores fit, pre-stages materials for top matches, and produces a digest. Writ…
Engineering
task-pipeline
Executes substantial repository work—features, fixes, refactors, migrations—through gated stages: intake brief, research, spec, plan, implementation, tests, lint/deploy, verificati…
Content
content-summary
Shared content summarisation and AI analysis pipeline. Provides reusable references for thesis-driven analysis quality rules, AI analysis with user-preference calibration, and sugg…
Data
ingest-db
Writes extracted content links (blog/Substack/newsletter, YouTube) into MongoDB via `npm run ingest`, assigning the next global srNo and skipping duplicates. Accepts a list of item…
Testing
forge-qa-warfare-v2
Delivers exhaustive actor-based QA coverage for FitnessMealPlanner across all roles, endpoints, states, inputs, and assertions. Executes a 9-phase pipeline integrating six speciali…
DevOps
ci-scaffold
Generates production-grade CI/CD pipelines and workflow files for any repo, supporting GitHub Actions or Forgejo Actions with configurable build matrices, secret handling, release …
Business
ltx-sales-daily-report
Generate LTX Studio sales opportunities report and credit limit alerts. Covers pipeline by rep/product (yesterday + QTD), new PELs/PQLs, future meetings, and enterprise orgs at 80%…
DevOps
ci
Reference for the `odu` runner — how to invoke a full pipeline, a single recipe, or a platform-pinned node, and how to attach to a live run, from a project whose CI odu runs. Trigg…
DevOps
releaseaudit
Forensic release audit that verifies shipping safety and reversibility across 20 phases: pipeline integrity, deterministic builds, migration safety, rollback procedures, deployment…
DevOps
launch-saas
Coordinates a complete SaaS launch pipeline from architecture through production monitoring by chaining seven development skills into a unified build-and-deploy workflow. Applies w…
Data
govhub-pipeline-guide
Complete guide for adding government data sources to Gov Hub BR: build Airflow DAGs and API clients, run dbt transformations (bronze → silver → gold), add tests, and open PRs. Use …
DevOps
environment-to-production-release-protocol
Defines structured release pipelines for Power Platform and Dynamics 365 solutions, enforcing managed-solution packaging, stage progression, pre-deployment validation, approval gat…
Engineering
void-workflow
Orchestrates feature development through SpecKit + Superpowers workflow. Activates on "Void method" trigger or when guiding users through specify/plan/tasks/implement/verify phases…
Data
bio-workflows-liquid-biopsy-pipeline
Coordinates liquid-biopsy cfDNA pipelines from plasma sequencing through tumor monitoring, branching tumor-naive screening versus tumor-informed MRD, with pre-analytic QC, UMI/dupl…
Automation
bstack
Twenty automation primitives (P1–P20) that convert any agent workspace into a self-operating system: Bridge, Gate, Tickets, Pipeline, Fanout, Bookkeeping, Freshness, Janitor, Wait,…
AI / ML
hephaestus-storm
Drives goals to verified completion via a force-robust Stormbreaker loop: routes work to specialists, builds dependency-ordered pipelines, and executes verifier-first hardened pack…
Engineering
devlyn:resolve
End-to-end autonomous pipeline for any engineering task—bug fixes, features, refactors, debugging, or PR reviews. Accepts free-form goals or formal specs, then plans, implements, g…
DevOps
GitHub Actions
Detect GitHub repositories, check GitHub Actions status, find workflow runs by commit/branch/PR, download and analyze CI logs, show workflow status and timing. Use when user asks a…
DevOps
ci-cd-ops
CI/CD pipeline patterns with GitHub Actions, release automation, and testing strategies. Use for: github actions, workflow, CI, CD, pipeline, deploy, release, semantic release, cha…
Content
write-to-publish
Three-step pipeline for long-form writing projects: interview to capture vision, build a source-of-truth bible covering structure and style, then generate chapter scripts with cons…
AI / ML
build-local-context-builder
Orchestrates a multi-agent team (infra-architect, schema-designer, collector-engineer, processor-engineer, integration-qa) to implement the full local-context-builder pipeline from…
Security
cybersecurity-engine-tool-pro
Enterprise-grade security assessment engine delivering structured workflows for vulnerability scanning, compliance audits, encryption hardening, and governance controls. Supports a…
AI / ML
Cates2.0
✅ **NO Gemini imports** in backend/ ✅ **NO Gemini API calls** in active code ✅ **pattern_based_real_extraction.py** integrated with pipeline ✅ **real_data_only_system.py** processi…
DevOps
fix-orchestra-pipeline
Repairs failed integration pipelines by fixing YAML misconfigurations, task inputs, ordering, environment wiring, or transient platform glitches, then applies the fix via PR and re…
Automation
hebrew-homework-pipeline
Runs the complete Hebrew lesson pipeline: extracts PPTX content, builds grammar cheat sheets, solves all exercises, and assembles DOCX outputs into a unified directory. Trigger onl…
Business
aireadylife-career-task-log-application
Records job applications or pre-application items to vault/career/00_current/ with full context including company, role, source, compensation, tech stack, and notes. Sets a 7-busin…
Automation
drive-sync
Sincroniza el espejo local con Google Drive y procesa los cambios — corre el pipeline, redacta los mensajes de commit, actualiza resúmenes e índices, clasifica importancia y avisa …
Design
design-phase
Autonomously generates DESIGN/*.md files from planning summaries and self-verifies via spec-audit. Learns and unifies formats from existing specification documents. Use for Phase 1…
DevOps
debug-ci-pipeline-failure
Reproduces a failing CI job locally inside the exact container image to capture real exit codes and logs, then classifies root cause (flaky test, cache drift, OOM, missing secret, …
Business
sales-bizdev-agent
AI sales and business development agent that manages lead pipelines, prepares outreach messages, tracks deals, updates CRM data, and produces weekly pipeline reports. Use when aske…
Business
sales-methodology
Guides selection and rollout of sales methodologies including SPICED, MEDDIC, MEDDPICC, BANT, Challenger, SPIN, and Gap Selling, with full qualification scoring, buying-committee m…
Testing
review-gauntlet
Self-looping adversarial review pipeline that isolates topics, verifies findings, and gates each PR through dual independent SATISFIED verdicts plus CI before auto-merge. Supports …
Engineering
wrong-number-debugging
Detects the precise pipeline step where a suspicious or mismatched result first appears by tracing data provenance backward from the anomaly, rather than patching symptoms. Works a…
Research
bio-workflows-splicing-pipeline
Orchestrates bulk short-read alternative-splicing workflows from FASTQ to differential splicing, chaining QC, shared 2-pass alignment, event-level analysis (rMATS-turbo, leafcutter…
General
correct-course
Side-route skill for explicit backtracking when an upstream artifact becomes untrustworthy. Use when research, PRD, or slice decomposition has been invalidated by new information a…
Security
hawkscan-ci
Integrates HawkScan into CI/CD pipelines by detecting the system from repo files, adding a scan job to the pipeline config, and routing API key secrets to the provider's native sto…
Business
Pipeline Health
Assesses CRM pipeline health by deriving stage-velocity benchmarks from closed-won deals, detecting stalled opportunities via activity patterns, and measuring raw and quality-adjus…
AI / ML
algo-rec-hybrid
Design hybrid recommendation systems combining multiple strategies for improved accuracy. Use this skill when the user needs to overcome single-method limitations, combine collabor…
Automation
bio-batch-downloads
Download large datasets from NCBI efficiently using EPost, history server, batching, rate limiting, and retry logic. Use when bulk-fetching sequences, pulling large ESearch results…
Data
data-quality-monitor-designer
Designs data-quality monitors for pipelines and stores across freshness, completeness, uniqueness, validity, consistency, and drift. Specifies checks by stage, severity, owner, and…
Automation
fable-it
Autonomous delivery orchestrator: supply a goal plus numbered Definition of Done and it executes the full pipeline—launch, iterate, QA, and browser control—until completion, persis…
General
Igsd Lecture Notes
This chapter delves into two critical stages of the graphics pipeline, often grouped together due to their close relationship in the final rendering process: **Élimination des Part…
Engineering
lph8-bauueberwachung-wasserwerk-rohrleitung
Supervises HOAI LPH 8 construction for waterworks pipelines and drinking-water systems—verifies DN 80–600 pipe laying per DIN EN 805 / DVGW W 400-2, pressure testing and disinfecti…
DevOps
pipeline-navigator
Maps documentation pipeline ownership across f5-sales-demo repositories. Identifies which repo to edit for theme, builder, control, or icon changes, resolves config ownership, trac…
Content
content-pipeline
Unified content production and distribution pipeline. Handles material collection, drafting, layout, cover design, social copy, multi-platform adaptation, and one-click publishing …
Data
bulk-ingestion
End-to-end pipeline for ingesting large data sources—audio, email, documents, chats, APIs—into structured brain pages via SCHEMA→ACCESS→TRIAL→EVALUATE→IMPROVE→CODIFY→TEST→SKILLIFY→…
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