DevOps & Infra

aaryan1524 Bundle

Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix failing PR CI/CD checks on GitHub Actions and wants a plan + code changes; for external checks (e.g., Buildkite), only report the details URL and mark them out of scope.

stefancgillberg Skill

Guided problem definition at portfolio level. Takes a vague business idea and shapes it into a well-formed problem statement before it enters the epic pipeline. Produces a Problem Brief that feeds /rai-epic-design.

kattakath Bundle

This skill should be used when the user asks to "create a flake.nix for this project", "add a dev shell", "set up a local Postgres with pgvector", "run a local stack", "provision a self-hosted GitHub runner", "make a self-sufficient toolkit", "add nix apps for deploy and maintenance", "audit which env vars are set", or otherwise wants a repo made self-contained with Nix for development, deployment and maintenance. Provides a working flake template, an env-catalogue pattern, and the Nix/Postgres/Prisma traps that cost real debugging time.

madguyevans-creator Skill

Smart Resale Agent hub. Orchestrates the complete 7-step C2C resale workflow. Use when user wants to sell second-hand items, list goods on resale platforms (Xianyu/闲鱼, Zhuanzhuan/转转, eBay, Depop), needs price research, or says "sell this", "list this", "help me resell", "I want to sell", "我要卖", "闲置出售". This hub chains 7 sub-skills into a complete conversational resale pipeline.

sharp-skills Bundle

Structure adversarial review in a multi-agent pipeline as two tiers — a cheap model reviewing broadly on routine runs, a premium model reserved for high-stakes runs — with findings capped and structured so review output stays actionable instead of becoming noise. Use this when review costs rival production costs, when the strongest model reviews trivia while its quota starves real gates, when review output is a wall of prose nobody acts on, or when the reviewer's findings never feed back into agent improvement.

bizpers11991-code Skill

Produce narrated, captioned vertical video entirely offline - Kokoro TTS for the voice, faster-whisper for real word timings, ASS subtitles burned in by ffmpeg, and two-pass loudness normalisation. Use when adding voiceover or burned-in captions to generated video without any cloud service.

neoninnovationlab Bundle

Audits Terraform, Pulumi, CloudFormation, and Docker Compose files for common AWS/GCP cost leaks. Use when a user asks to review infrastructure-as-code for cost savings, wasteful config, or before merging a Terraform PR. Runs entirely as a static source scan by default; can optionally invoke read-only AWS CLI calls if the user approves a live scan.

sharp-skills Bundle

Route each task to the smallest crew of agents that can deliver it, instead of firing the whole multi-agent graph on every request — an LLM proposes the crew, deterministic rules guard it, and a reachability check proves the scoped pipeline can still finish. Use this when every small task runs all N agents and burns tokens/time, when a "write a blog post" request wakes the engineering pipeline, when compliance agents get skipped on tasks that legally need them, or when a scoped run stalls before reaching a terminal event.

sharp-skills Bundle

Instrument a multi-agent pipeline with structured per-trace JSONL logs and render them as a human-readable timeline, token summary, and error report — without ever breaking the pipeline. Use this skill when you need to see what a multi-step or multi-agent run actually did, debug why a pipeline stalled or produced wrong output, audit token spend across agents and tools, or produce a durable audit trail that survives fan-out across runtimes. Trigger on any of: add observability, tracing, pipeline logging, debug agents, audit trail, trace viewer, why did the agent do X.

sharp-skills Bundle

Verify one model's hand-off artifact with a different model family before downstream agents execute it — same-model authoring, cross-model verification — catching gaps and contradictions that same-family review shares blind spots with. Use this when rework loops trace back to incomplete hand-offs (execution prompts, blueprints, specs), when self-review keeps grading its own work too kindly, when you want a second opinion that can never block the pipeline while it's being evaluated, or when wiring an external verifier that must fail soft.

sharp-skills Bundle

Measure recorded multi-agent run outputs with two deterministic offline checkers plus a judge seam. Structural eval scores observability-tracing JSONL on a 0-100 rubric with flags and a regression baseline. Grounding audit holds claim-with-citation outputs to their sources — every claim must cite a source that exists and substantiates it — catching uncited, mis-cited, and fabricated references. An LLM-judge seam is documented for content quality. Scores, flags and deltas are for humans and CI only — never for the agent being scored. Use when a pipeline is unmeasured, when you need a regression baseline, when a RAG/research agent must be held to its sources, or when a quality metric is being fed back to the agent it measures.

sharp-skills Bundle

Validate every agent's emitted status at the dispatcher boundary of an event-routed multi-agent system, rejecting statuses the routing registry never publishes — with an explanation that teaches the model the allowed vocabulary and a retry cap that prevents infinite reject loops. Use this when an agent output "succeeds" but the pipeline silently stops, when a model invents status values under pressure, when retries loop forever on the same rejection, or as the runtime companion to static prompt-contract checking.

sharp-skills Bundle

Declare per-agent and per-run token/step budgets for a multi-agent pipeline and check recorded runs against them, so cost failures surface as named overruns instead of surprise bills and mid-run timeouts. Use this when one oversized agent call dies at a wrapper timeout after burning its whole context, when premium-model calls appear on routine steps, when a retry loop quietly multiplies spend, or when nobody can say which agent consumes the budget.

riclyme Skill

End-to-end pipeline — runs Stata models using the printcoef pattern, parses the log to extract all coefficients (b, se, p), and generates a compact publication-quality Word (.docx) regression table in JMS/AMJ style without any manual copy-paste. Eliminates the risk of hardcoded wrong numbers. Use when you say "run models and make the table", "update the regression table with new results", or "build Table 2 from Stata output".

sharp-skills Bundle

Replace LLM agents with deterministic code where the work is rule-defined — git operations, session bookkeeping, threshold verdicts — keeping the same registry events so the rest of the pipeline can't tell the difference. Use this when an agent's job is a pure input→output mapping and hallucination adds risk without adding value, when LLM cost/latency on mechanical steps dominates a run, or when you need a hybrid: code for the clear cases, deferring to the LLM only on ambiguity.

recursivetrail Skill

Orchestrates the Marvel SDLC pipeline (requirements, spec, plan, implement, review, deploy). Use when the user says Nick Fury, Fury, run SDLC, new feature, build this, or wants the gated software workflow from idea to ops.

lushengguo Skill

Commit changes to the spot repository, handling the cpp-infra submodule first, running clang-format, and flagging anything unsuitable.

lushengguo Skill

Generate exhaustive, verifiable tests for a given C++ target. Multi-phase pipeline — behaviour spec → invariant audit → test intents → generate → coverage gap → fuzz. Use when user asks for thorough testing of a specific file or function.

securitytalent Bundle

Comprehensive skill for designing and building scalable Spring Boot backend systems with clean architecture, JWT auth, MySQL, REST APIs, Docker, Redis, Kafka, microservices, and production deployment. Trigger when users ask to create, scaffold, or architect Java/Spring Boot backend services.

recursivetrail Skill

Documents and operates repo, environments, and deployment for the target project. Use when Nick Fury or the user names War Machine, Rhodey, devops, deploy, CI, environments, or ops after implementation is approved.

securitytalent Bundle

SSRF playbook. Use when the server fetches URLs, resolves hostnames, imports remote content, or can be driven toward internal networks, cloud metadata, or secondary protocols.

reaperinvest Skill

Designs employee referral bonus programs with incentive tiers, eligibility rules, payout timelines, and tracking systems. Use when building a referral-based hiring pipeline.

reaperinvest Skill

Creates a complete client relationship management system in Notion with pipeline stages, contact records, deal values, and follow-up tracking. Use when a user wants to replace spreadsheet-based client tracking, set up a CRM without paid software, or build a sales pipeline from scratch.

reaperinvest Skill

Sets up real estate CRM systems with pipeline stages, lead scoring, and automated follow-up sequences.

reaperinvest Skill

Creates fundraising pipeline trackers with investor stages, valuation calculations, and term sheet comparisons. Use when managing an active fundraising process.

talhamah56 Skill

Generate technical/structural diagrams — flowcharts, sequence/class/ER/state/gantt diagrams, architecture and API-flow diagrams, database schemas, network diagrams, org charts, user-journey maps, mindmaps, process flows, and ASCII-art sketches. Use when asked to diagram an architecture, pipeline, schema, workflow, state machine, or system relationship, or to pick between Mermaid/Graphviz/D2/PlantUML for a diagram.

talhamah56 Skill

Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about it) against a paper via a SHA-pinned thin launcher — then convert the verdict into a typed policy gate (BLOCK/WARN/NO_NEW_BLOCKER) and an append-only obligations ledger. Use when user says "integrity forensics", "forensic audit this paper", "投稿前自查诚信", "审这篇论文的诚信", or says "anti-autoresearch" when the upstream repo's own skills are not installed. Also invoked by /paper-writing (submission self-forensics, default ON), /peer-review (forensic appendix), /resubmit-pipeline.

talhamah56 Skill

Read, write, align, and normalize geospatial raster and vector data for ML training. Use when working with GeoTIFF/.tif/.tiff, COG, NetCDF/.nc, HDF5/.h5/.hdf, Zarr, shapefiles/.shp/GeoJSON, or the libraries rasterio, xarray, rioxarray, geopandas, fiona, pyproj, GDAL, gdalwarp. Triggers on tasks like "load this GeoTIFF", "tile a raster into patches", "reproject to EPSG:32633", "why is my normalization broken", "nodata / -9999 / NaN in my imagery", "align my label mask to my image", "rasterize these polygons", "burn shapefile into a label raster", "Sentinel-2 bands / SCL cloud mask / BOA offset", "Landsat Collection 2 scale factor", "QA_PIXEL bitmask", "open_mfdataset time stack", "chunk a NetCDF with dask", "compute per-band mean/std for a satellite dataset", or "install GDAL/rasterio on Windows". Also use when a model trains but predictions have black borders, when class counts don't match the legend, or when two rasters "look aligned" but produce garbage.

maybackcompany Skill

Chief Security Officer mode. Infrastructure-first security audit: secrets archaeology, dependency supply chain, CI/CD pipeline security, LLM/AI security, skill supply chain scanning, plus OWASP Top 10, STRIDE threat modeling, and active verification. Two modes: daily (zero-noise, 8/10 confidence gate) and comprehensive (monthly deep scan, 2/10 bar). Trend tracking across audit runs. Use when: "security audit", "threat model", "pentest review", "OWASP", "CSO review". (gstack) Voice triggers (speech-to-text aliases): "see-so", "see so", "security review", "security check", "vulnerability scan", "run security".

talhamah56 Skill

Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says "rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", or wants to answer external reviews safely.

talhamah56 Skill

Use to create or adjust the CI/CD pipeline that materializes the SDD gates — lint, static analysis (type-check/complexity/SAST), tests (unit/integration/acceptance) and coverage from docs/engineering/TESTING.md, with coverage and static analysis published as artifacts, plus the "PR fails without an approved spec" rule. Detects GitHub Actions / GitLab CI / other. Generates the file only with approval. Trigger with /setup-ci.

talhamah56 Skill

End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report. Default-good for academic conference talks (NeurIPS / ICML / ICLR / VALSE / 投稿 talks). Trigger phrases: "做 talk", "做 PPT 全流程", "talk pipeline", "end-to-end slides", "做演讲", "conference talk full workflow". Use when the user wants the complete talk artifact, not just a slide deck.

talhamah56 Skill

Workflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "paper writing", or wants the complete paper generation workflow.

maybackcompany Bundle

Use when diagnosing problems in an InsForge project — reactive failures (SDK error object, HTTP 4xx/5xx, gateway timeout 502/503/504, edge function failure or timeout, login/OAuth/auth errors, RLS denial, realtime channel issues, slow query on one endpoint, edge function or Vercel deploy failure), proactive audits (security/RLS review, performance/index review, system health check, pre-launch readiness), or when the user has an error but doesn't know where to start.

maybackcompany Skill

Land and deploy workflow. Merges the PR, waits for CI and deploy, verifies production health via canary checks. Takes over after /ship creates the PR. Use when: "merge", "land", "deploy", "merge and verify", "land it", "ship it to production". (gstack)

maybackcompany Bundle

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".