harness-skills

In the author's own words, from each skill's SKILL.md — showing the first 30 of 73 files.

• manage-roles

  Manage Harness RBAC roles, role assignments, permissions, and resource groups via MCP v2 tools. List, create, update, and delete custom roles. View role assignments and permissions for users, groups, and service accounts. Use when asked to manage access control, assign roles, check permissions, create custom roles, review RBAC configuration, onboard users, or audit access. Trigger phrases: manage…

  skills/access-control/manage-roles/SKILL.md on GitHub (opens in a new tab)

• manage-users

  Manage Harness users, user groups, and service accounts via MCP. List and search users, create and manage user groups for team-based access, create service accounts for API automation, and view available permissions. Use when asked to list users, create a user group, manage service accounts, check who has access, or set up team permissions. Do NOT use for role assignments or resource groups (use…

  skills/access-control/manage-users/SKILL.md on GitHub (opens in a new tab)

• create-agent-template

  Generate Harness Agent Template files for AI-powered automation agents. Produces metadata.json, pipeline.yaml (v1 syntax), and wiki.MD files. Agents automate tasks like code review, security scanning, test generation, and documentation. This is a YAML generation skill. Use when asked to create an agent template, build an AI agent, create an automation agent, generate agent pipeline files, or set…

  skills/agents/create-agent-template/SKILL.md on GitHub (opens in a new tab)

• create-agent

  Create and update Harness AI agent instances - standalone templates for agentic workflows in pipelines. Use when asked to create agent, update agent, modify agent spec, build autonomous systems, or work with AI agents.

  skills/agents/create-agent/SKILL.md on GitHub (opens in a new tab)

• dbops-changeset

  Generates Liquibase database changesets via a structured workflow: resolve schema+instance (from context or via API discovery), confirm DB engine type, generate Liquibase YAML, and present for HITL review with Accept / Deny / Accept & Commit actions. Use when asked to create, modify, or drop database tables, columns, indexes, or constraints as a Liquibase changeset, generate a database migration,…

  skills/database/dbops-changeset/SKILL.md on GitHub (opens in a new tab)

• choose-metric

  Recommend primary/guardrail metrics for an experiment or rollout, judged against a good-metric checklist. Checks existing metrics and event health, surfaces auto-created guardrails. Doesn't create or attach metrics — see create-metric / instrument-metric / manage-experiments. Trigger phrases: choose/pick a metric, primary metric, guardrail metric, what to monitor.

  skills/fme/choose-metric/SKILL.md on GitHub (opens in a new tab)

• cleanup-feature-flags

  Remove a launched Harness FME feature flag from application code, keeping the treatment FME serves today, and open a pull request. Use when asked to remove a flag from code, hardcode the winning treatment after a rollout, or pay down flag debt for a specific flag. Do not use for finding stale flags (discover-feature-flags) or archiving and deleting flags in FME (manage-flag-lifecycle). Trigger ph…

  skills/fme/cleanup-feature-flags/SKILL.md on GitHub (opens in a new tab)

• create-experiment

  Thin compatibility entrypoint for creating a new Harness FME experiment. Invokes manage-experiments' Create experiment flow directly - same scope, parent/environment resolution, hypothesis, metrics, treatments, window, and rule - and returns the created experiment id plus verification. Use when asked to create an experiment, set up an A/B test, or design a new experiment. Do NOT use for updating,…

  skills/fme/create-experiment/SKILL.md on GitHub (opens in a new tab)

• create-feature-flag

  Create a new Harness FME feature flag and its per-environment definitions with a safe default, following the project's naming and tagging conventions. Use when asked to create a feature flag, add a flag, set up a new FME flag, or initialize flag targeting. Flag/definition writes only: does not gate application code (instrument-feature-flag) and is not a first-time onboarding entry point (feature-…

  skills/fme/create-feature-flag/SKILL.md on GitHub (opens in a new tab)

• create-metric

  Create a Harness FME metric: helps decide what to measure, suggests candidate metrics from application code, resolves traffic type and event type IDs, drafts the payload, then creates. Use when asked to create or define a new metric, decide what to measure, or get metric suggestions from application code. Doesn't attach metrics to experiments (manage-experiments) or add the tracking call (instrum…

  skills/fme/create-metric/SKILL.md on GitHub (opens in a new tab)

• discover-feature-flags

  Audit Harness FME feature flags across a project. Read-only; never writes. Four modes: inventory (list flags with metadata), rollout-report (per-env rollout state with stalled-promotion detection across a confirmed env sequence), stale-audit (find flags with no impressions via lastImpressionAt), pattern-search (find flags whose rule conditions structurally match an attribute name, matcher type, l…

  skills/fme/discover-feature-flags/SKILL.md on GitHub (opens in a new tab)

• explain-flag

  Explain a single FME feature flag in plain language: purpose, default rule, and per-environment targeting state, flagging inconsistencies across environments inline. A quick-lookup/explain capability, not a search across many flags - disambiguates when the name/key given is ambiguous. Doesn't create, kill, or modify anything - see update-flag-targeting for targeting changes, manage-flag-lifecycle…

  skills/fme/explain-flag/SKILL.md on GitHub (opens in a new tab)

• feature-flag-onboarding

  Orchestrate first-time Harness FME onboarding for one application. Confirm an already-enabled FME account/project, then pick one verified non-production environment; if none exists, hand off to an admin, not creating one. Detect the codebase's language and framework, then delegate code integration to instrument-feature-flag — never duplicating its wrapper design or creating the same flag twice. V…

  skills/fme/feature-flag-onboarding/SKILL.md on GitHub (opens in a new tab)

• fme-pipeline

  Generate Harness pipelines with FeatureFlag or Custom stages for flag rollout scenarios: progressive ramp, multi-env promotion, beta cohorts, config promotion, bootstrap, retirement, segment sync, test targeting. Composes FmeFlag* steps with optional HarnessApproval/Wait/Jira/ServiceNow/metric gates. Use when asked to build a flag rollout pipeline, promote flags across environments, or automate f…

  skills/fme/fme-pipeline/SKILL.md on GitHub (opens in a new tab)

• instrument-feature-flag

  Gate application code behind an existing Harness FME feature flag. Detect the app's language, framework and any existing flag wrapper first; ask only what that can't resolve (target app, subject identity, gating point, treatment/config/fallback names, extension needs). Prefer an existing wrapper; otherwise propose a thin, customer-extensible facade or hook — never a new framework or second SDK cl…

  skills/fme/instrument-feature-flag/SKILL.md on GitHub (opens in a new tab)

• instrument-metric

  Wire up a track() call for a metric's event, placed at the real outcome, and verify it arrives. Doesn't create the metric (create-metric) or choose it (choose-metric). Trigger phrases: instrument this event, add a track call, wire up tracking, verify the event arrives.

  skills/fme/instrument-metric/SKILL.md on GitHub (opens in a new tab)

• manage-experiments

  Create, update (metrics, dates, description, hypothesis, baseline/comparison treatments, status), or delete Harness FME feature-flag experiments. Delegates metric selection to choose-metric, metric creation to create-metric, event wiring to instrument-metric, results to review-experiment-results, flag/definition prep to create-feature-flag and update-flag-targeting. Use when asked to create, modi…

  skills/fme/manage-experiments/SKILL.md on GitHub (opens in a new tab)

• manage-flag-lifecycle

  Manage metadata and lifecycle for a Harness FME feature flag: update description, tags, owners, rollout status; assess archive readiness (usage, experiments, dependents); archive/unarchive; delete definitions in one environment; delete the flag. Supports single flags or explicit small lists (≤ 20). Use when asked to change flag metadata, archive a flag, check if a flag is safe to archive, unarchi…

  skills/fme/manage-flag-lifecycle/SKILL.md on GitHub (opens in a new tab)

• manage-segments

  Create, inspect, and maintain Harness FME segments (STANDARD, LARGE, RULE_BASED). Manage metadata, select type-specific definition and membership workflows, and check referencing flags before every mutation. Use when asked to create a segment, add keys to a segment, list segments, update segment metadata, remove keys, replace keys, check segment usage, or delete segments. Do not use for making a…

  skills/fme/manage-segments/SKILL.md on GitHub (opens in a new tab)

• review-experiment-results

  Explain Harness FME experiment results: winner determination, statistical significance, guardrail metric impact, and data-quality caveats (low sample size, missing data). Classifies each metric's outcome and produces plain-language readout by default, surfacing underlying stats (p-value, CI, sample size) on request. Use when asked to explain, review, or interpret experiment results; "did treatmen…

  skills/fme/review-experiment-results/SKILL.md on GitHub (opens in a new tab)

• update-flag-targeting

  Change how a Harness FME feature flag serves traffic in environments. Covers percentage rollout, individual targets, targeting rules (attribute/segment/flag-dependency), defaultTreatment, trafficAllocation, treatments, kill/restore, and copying or initializing a definition in an environment. Use when asked to ramp a flag, add rules/users, change allocation, kill/restore, or promote config. Not fo…

  skills/fme/update-flag-targeting/SKILL.md on GitHub (opens in a new tab)

• create-connector

  Generate Harness Connector YAML for integrations and create/test via MCP. Use when user says "create connector", "git connector", "aws connector", "docker connector", "cloud connector", or wants to connect Harness to external services.

  skills/infrastructure/create-connector/SKILL.md on GitHub (opens in a new tab)

• create-environment

  Generate Harness Environment YAML for deployment targets and create via MCP. Supports PreProduction and Production types with environment variables, manifest overrides, and multi-environment setup (dev, staging, prod). Use when asked to create an environment, set up staging, configure production, define deployment targets, or manage environment overrides. Trigger phrases: create environment, depl…

  skills/infrastructure/create-environment/SKILL.md on GitHub (opens in a new tab)

• create-infrastructure

  Generate Harness Infrastructure Definition YAML for deployment targets and create via MCP. Use when user says "create infrastructure", "infrastructure definition", "k8s cluster config", "deployment target", or wants to configure where workloads run.

  skills/infrastructure/create-infrastructure/SKILL.md on GitHub (opens in a new tab)

• create-secret

  Generate Harness Secret definitions and manage secrets via MCP v2 tools. Supports SecretText, SecretFile, SSHKey, and WinRmCredentials types with configurable secret managers (Harness built-in, HashiCorp Vault, AWS Secrets Manager, Azure Key Vault, GCP Secret Manager). Use when asked to create a secret, store credentials, manage API keys, set up SSH keys, configure WinRM credentials, rotate secre…

  skills/infrastructure/create-secret/SKILL.md on GitHub (opens in a new tab)

• create-service

  Generate Harness Service YAML for deployable workloads and create via MCP. Supports Kubernetes, Helm, ECS, Serverless, SSH, and WinRm deployment types with artifact sources from Docker Hub, ECR, GCR, ACR, Nexus, and S3. Use when asked to create a service, define a Kubernetes service, set up a Helm chart deployment, configure an ECS service, or define what gets deployed. Trigger phrases: create se…

  skills/infrastructure/create-service/SKILL.md on GitHub (opens in a new tab)

• ai-operations

  Configure Harness AI-powered operations (AIDA) via MCP. Set up predictive failure analysis with ML models for memory leaks, disk exhaustion, connection pool saturation, and latency degradation. Configure intelligent alert correlation and noise reduction to reduce alert volume. Use when asked to set up predictive failure analysis, configure AI-powered alerting, reduce alert noise, or enable ML-bas…

  skills/observability-governance/ai-operations/SKILL.md on GitHub (opens in a new tab)

• analyze-costs

  Analyze cloud costs, find optimization opportunities, and track anomalies using Harness CCM via MCP. Use when user says "cloud costs", "analyze costs", "cost optimization", "reduce spending", "cost report", or asks about cloud bills.

  skills/observability-governance/analyze-costs/SKILL.md on GitHub (opens in a new tab)

• audit-report

  Generate audit reports and compliance trails using Harness audit trail data via MCP v2 tools. Track user actions, resource changes, authentication events, and access patterns across accounts, organizations, and projects. Use when asked to audit activity, generate compliance reports, investigate security incidents, review user actions, check change logs, or produce SOC2/GDPR/HIPAA audit evidence.…

  skills/observability-governance/audit-report/SKILL.md on GitHub (opens in a new tab)

• chaos-code-risk-scan

  Scan a source code repository for resilience risks that a Harness chaos experiment can prove (outbound calls without timeouts, retries without backoff, missing graceful shutdown, health checks that mask dependency state, unbounded queues and pools, local state), map each one to a generic SourceCode risk rule, and report them to Harness as a CodeRepository risk scan. Use when the user asks to scan…

  skills/observability-governance/chaos-code-risk-scan/SKILL.md on GitHub (opens in a new tab)

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