Agent Skills catalog · page 116
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azalio/map-framework
map-skill-eval
Evaluate a /map-* skill's trigger accuracy and cost. Use when asked to measure skill trigger accuracy, run an eval-set, or check token/duration cost via `mapify skill-eval`. Do NOT use to plan or implement; use map-plan or map-efficient.
azalio/map-framework
map-state
Branch-scoped MAP planning in `.map/`. Use when the user needs a persistent task plan, progress tracking, or resume support across sessions. Keeps focus synced before edits. Do NOT use for tiny one-shot tasks.
azalio/map-framework
map-review
Interactive 4-section code review using Monitor, Predictor, and Evaluator agents plus the user and maintainer role reviewers on current changes. Use when reviewing a diff, PR, or staged work before merge. Do NOT use to plan or implement; use map-plan or map-efficient.
azalio/map-framework
map-task
Execute a single subtask from an existing MAP plan via Actor and Monitor. Use when map-plan has decomposed work and you want fine-grained control over one subtask. Do NOT use without an existing plan; run map-plan first.
azalio/map-framework
map-tdd
TDD MAP workflow: write tests from the spec FIRST, then implement, so tests validate intent not implementation. Use when correctness is critical (auth, payments, data integrity). Do NOT use without a spec; use map-efficient instead.
azalio/map-framework
map-memory-now
Finalize cross-session memory on demand; --finalize-all sweeps every dirty scratch. Use when ending a long session or before switching branches. Do NOT use for routine edits — finalize auto-runs at next SessionStart. Requires claude + git.
azalio/map-framework
map-debug
Structured MAP debugging via task-decomposer, actor, and monitor agents. Use when reproducing a bug, isolating a regression, or diagnosing an error with specialized agents — including failing or flaky tests (pytest AssertionError), crashes and segmentation faults, memory-corruption or memory errors in native/C extensions, intermittent or load-dependent failures (e.g. 500s under load), data-corruption bugs that only appear in production, scripts or hooks that silently exit or produce no output, a
azalio/map-framework
map-prd-review
Use when reviewing a PRD, product brief, feature brief, or requirements document before planning or engineering handoff. Produces an evidence-backed 0-10 readiness score, strengths, weaknesses/risks, and uncovered edge cases across 13 dimensions. Do NOT use as a substitute for /map-plan, for code review, or for tiny engineering tasks with no PRD.
open-edge-platform/edge-ai-libraries
chatqna-helm-deploy
Deploy Chat Question-and-Answer Core to Kubernetes using Helm (OpenVINO CPU, OpenVINO GPU, or Ollama), including values.yaml configuration, helm install/upgrade, deployment verification, uninstall, and translation from Docker Compose setup_env.sh variables into Helm override values. Use this skill when the user says "deploy chatqna core to kubernetes", "helm install chatqna-core", "configure values.yaml", "convert compose config to helm", or "translate setup_env.sh to chart values".
open-edge-platform/edge-ai-libraries
dlsps-user
Deploy and operate DL Streamer Pipeline Server — a microservice that wraps DL Streamer pipelines behind a REST API for containerized, no-code operation. Use this skill whenever a user wants to: deploy the pipeline server via Docker Compose or Helm; start, stop, or monitor pipeline instances through the REST API; configure pipeline definitions in config.json; publish inference metadata over MQTT, OPC UA, InfluxDB, S3, or ROS2; set up GPU/NPU device access for the container; troubleshoot service-l
open-edge-platform/edge-ai-libraries
model-download-user
Download and convert AI models using the Model Download microservice. Use this skill whenever a user wants to: download a model from HuggingFace, Ollama, Ultralytics, Geti, or Pipeline Zoo; convert a model to OpenVINO IR format for OVMS; download healthcare AI models (3D Pose, rPPG, AI-ECG) via the HLS plugin; set up the model download service; submit a download or conversion job via the REST API; or ask "how do I get model X working with OVMS?". Also trigger on phrases like "download model", "d
simbajigege/book2skills
seo-metadata-audit
Audit SEO metadata such as title, description, headings, alt, robots, canonical, schema, viewport, charset, and social tags.
simbajigege/book2skills
munger-mental-models-worldly-wisdom
Apply Charlie Munger mental models to investments, decisions, and bias diagnosis. Trigger on Munger checklist or spot biases.
simbajigege/book2skills
contract-drafting-and-review-guidance-china-law
Apply China contract drafting review with San Guan Si Bu Fa. Trigger on contract review, drafting, clauses, or deal structure.
simbajigege/book2skills
investing-from-darwin
Apply Pulak Prasad evolutionary investing rules for avoiding big losses, buying resilient quality, rejecting fragile forecasts, and being very lazy.
simbajigege/book2skills
jab-jab-right-hook-vaynerchuk
Apply Gary Vaynerchuk social content rules for native jabs, right hooks, platform fit, campaign critique, and engagement before conversion.
simbajigege/book2skills
most-important-thing-in-investing-howard-marks
Apply Howard Marks investing judgment for second-level thinking, price versus value, risk control, cycles, contrarianism, and defensive investing.
simbajigege/book2skills
storybrand-messaging-framework
Use StoryBrand for "clarify my message", "rewrite my homepage", "create a BrandScript", "what is my one-liner", or "fix my CTA".
simbajigege/book2skills
creating-superfans-hodak
Apply Brittany Hodak's SUPER Model for customer loyalty, referrals, word of mouth, personalization, service recovery, and scalable customer experience.
simbajigege/book2skills
business-adventures-analysis-brooks
Use Business Adventures for "why did this fail?", "analyze this crisis", "what pattern applies?", or "what would Brooks notice?"
simbajigege/book2skills
perennial-seller-holiday
Apply Ryan Holiday's perennial seller framework. Trigger on: "will this work last?", "position my book/product", "build an enduring launch".
simbajigege/book2skills
this-is-marketing-godin
Apply Seth Godin's marketing framework. Trigger on: "find my smallest viable audience", "position this offer", "earn trust".
UiPath/skills
uipath-coded-apps
UiPath Coded Apps — scaffold, build, run, and deploy Coded Web Apps and Coded Action Apps: React/TypeScript apps that call UiPath Cloud APIs via the `@uipath/uipath-typescript` SDK and ship to Automation Cloud (push/pull to Studio Web, pack, publish, deploy, OAuth-PKCE). Also generates live analytics & governance dashboards from a plain-language request, wired to tenant data via the Insights real-time API, with edit and deploy flows. For RPA→uipath-rpa, Python agents→uipath-agents, Maestro flows
UiPath/skills
uipath-human-in-the-loop
UiPath Human-in-the-Loop / HITL node authoring — building approval gates, escalations, write-back validation, and data enrichment checkpoints in Flow, Maestro, Case Management, or Coded Agents. NOT for managing, reassigning, or monitoring tasks at runtime (use uipath-tasks for that).