BaseCoat Sample Prompt Library¶
Generated from the canonical intent vocabulary and asset frontmatter. Do not edit the generated tables directly; run pwsh scripts/generate-prompt-library.ps1.
Coverage: 37 intents, 143 skills, and 131 agents.
Lifecycle prompts¶
Onboard BaseCoat¶
feature: onboard this repository to BaseCoat using a pinned release. Start with a dry run, preserve repository-owned files, validate installed assets, and open a reviewable pull request.
Refresh BaseCoat¶
chore: refresh this repository to BaseCoat vX.Y.Z using its .basecoat.yml policy. Show the drift first, apply only managed-file changes, run validation, and open a pull request.
Remove BaseCoat¶
chore: remove BaseCoat-managed assets from this repository. Use the manifest and sync state to identify managed files, preserve repository-owned customizations, show a dry-run removal plan, and require approval before deletion.
Sample outputs¶
These examples show the expected shape, not live repository results.
Onboarding output example¶
Onboarding mode: dry-run
Pinned release: vX.Y.Z
Managed target: .github/base-coat/
Validation: pending
Next action: review the proposed file plan before sync
Refresh output example¶
Current version: vX.Y.A
Target version: vX.Y.Z
Managed files changed: 12
Repository-owned conflicts: 0
Next action: run validation and open the refresh PR
Removal output example¶
Managed files eligible for removal: 24
Repository-owned files preserved: 7
Approval required: yes
Next action: approve the exact removal list
YAGNI analysis output example¶
Candidate: package-x
Usage: dynamic
Evidence for use: runtime plugin configuration is unresolved
Evidence against use: no direct source import found
Confidence: low - dynamic loading has not been observed
Decision: instrument
Validation: capture plugin-load telemetry before removal
Rollback: disable the experiment and retain the package
Mutation performed: none
Backlog revalidation output example¶
Item: issue #1234
Mode: single
Age filter only: yes
Classification: superseded
Confidence: high - merged PR #567 implemented the same outcome
Citations: PR #567, src/example.ts:40, v4.2.1 release notes
Canonical: https://github.com/example/repo/issues/2000
Recommended action: close
Mutation performed: none
Intent prompts¶
| Intent | Sample prompt |
|---|---|
bug: |
bug: Defect, regression, broken behavior in this repository. Include scope, evidence, and the next safe action. |
feature: |
feature: New capability or enhancement in this repository. Include scope, evidence, and the next safe action. |
audit: |
audit: Review, assess, validate — no changes in this repository. Include scope, evidence, and the next safe action. |
investigate: |
investigate: Diagnose an open-ended concern and report findings — no changes in this repository. Include scope, evidence, and the next safe action. |
plan: |
plan: Sprint or project planning in this repository. Include scope, evidence, and the next safe action. |
optimize: |
optimize: Convert high-entropy requests into normalized execution packets before action in this repository. Include scope, evidence, and the next safe action. |
spike: |
spike: Time-boxed investigation, no deliverable in this repository. Include scope, evidence, and the next safe action. |
chore: |
chore: Maintenance, cleanup, non-functional work in this repository. Include scope, evidence, and the next safe action. |
fleet: |
fleet: Close the sprint, plan the next one, triage oldest issues, and clean branches in this repository. Include scope, evidence, and the next safe action. |
workflow: |
workflow: GitHub Actions/workflow failure triage and repair in this repository. Include scope, evidence, and the next safe action. |
actions: |
actions: GitHub Actions configuration, runs, and policy checks in this repository. Include scope, evidence, and the next safe action. |
pr: |
pr: Pull request lifecycle execution: remaining WIP logging, mergeability, broken-build recovery, lane closeout, and safe cleanup in this repository. Include scope, evidence, and the next safe action. |
repo-cleanup: |
repo-cleanup: Bulk post-merge hygiene sweep: sync |
issue: |
issue: GitHub issue triage, labeling, and backlog hygiene in this repository. Include scope, evidence, and the next safe action. |
portfolio: |
portfolio: Project audit for issue/PR dedupe, categorization, dependency mapping, feature grouping, and project linkage in this repository. Include scope, evidence, and the next safe action. |
release: |
release: Release planning, version bumping, and publication in this repository. Include scope, evidence, and the next safe action. |
security: |
security: Security concern or vulnerability in this repository. Include scope, evidence, and the next safe action. |
perf: |
perf: Performance degradation or concern in this repository. Include scope, evidence, and the next safe action. |
outage: |
outage: Service outage, broken or dead system, site down in this repository. Include scope, evidence, and the next safe action. |
rca: |
rca: Root-cause analysis of a known failure in this repository. Include scope, evidence, and the next safe action. |
deploy: |
deploy: Staged infrastructure deployment in this repository. Include scope, evidence, and the next safe action. |
azure: |
azure: Azure-scoped operation in this repository. Include scope, evidence, and the next safe action. |
infra: |
infra: Infrastructure change in this repository. Include scope, evidence, and the next safe action. |
architect: |
architect: Architecture design or system-design decision in this repository. Include scope, evidence, and the next safe action. |
docs: |
docs: Documentation only in this repository. Include scope, evidence, and the next safe action. |
chronicle: |
chronicle: Export session/worktree learnings into durable story artifacts and follow-up issue packets in this repository. Include scope, evidence, and the next safe action. |
learn: |
learn: Opt-in extract or consult of recurring CI/workflow signatures in |
version: |
version: BaseCoat version inspection and drift check in this repository. Include scope, evidence, and the next safe action. |
test: |
test: Test coverage gap or test failure in this repository. Include scope, evidence, and the next safe action. |
refactor: |
refactor: Structural improvement, no behavior change in this repository. Include scope, evidence, and the next safe action. |
ui: |
ui: User interface: components, layout, visual and interaction implementation in this repository. Include scope, evidence, and the next safe action. |
ux: |
ux: User experience: user flows, usability, journeys, interaction design in this repository. Include scope, evidence, and the next safe action. |
ia: |
ia: Information architecture: content structure, navigation, taxonomy, sitemap in this repository. Include scope, evidence, and the next safe action. |
design: |
design: Product-definition and UX/UI governance, design system, component audit, or finish-coat work; |
sprint: |
sprint: Sprint planning, execution, or closeout in this repository. Include scope, evidence, and the next safe action. |
wave: |
wave: Dependency-ordered batch within a sprint (issues and PRs) in this repository. Include scope, evidence, and the next safe action. |
autopilot: |
autopilot: Continuous oldest-to-newest backlog burndown in dependency-ordered waves, unattended until stopped or blocked in this repository. Include scope, evidence, and the next safe action. |
Skill prompts¶
| Skill | Sample prompt | Source |
|---|---|---|
agent-design |
Use the 'agent-design' skill. Task: design a new Copilot agent. |
skills/agent-design/SKILL.md |
agentic-cost-audit |
Use the 'agentic-cost-audit' skill. Task: frontier-model spend on high-frequency PR agents. |
skills/agentic-cost-audit/SKILL.md |
agentic-sdlc-autonomy |
Use the 'agentic-sdlc-autonomy' skill. Task: SDLC governance. |
skills/agentic-sdlc-autonomy/SKILL.md |
agentops-audit |
Use the 'agentops-audit' skill. Task: scoring spec quality. |
skills/agentops-audit/SKILL.md |
api-audit |
Use the 'api-audit' skill. Task: reviewing API endpoint definitions. |
skills/api-audit/SKILL.md |
api-design |
Use the 'api-design' skill. Task: design a REST API contract. |
skills/api-design/SKILL.md |
api-security |
Use the 'api-security' skill. Task: secure JWT authentication for an API. |
skills/api-security/SKILL.md |
app-inventory |
Use the 'app-inventory' skill. Task: inventory a legacy application portfolio. |
skills/app-inventory/SKILL.md |
architecture |
Use the 'architecture' skill. Task: design a system architecture. |
skills/architecture/SKILL.md |
azure-container-apps |
Use the 'azure-container-apps' skill. Task: deploy an app to Azure Container Apps. |
skills/azure-container-apps/SKILL.md |
azure-devops-rest |
Use the 'azure-devops-rest' skill. Task: query Azure DevOps work items via REST. |
skills/azure-devops-rest/SKILL.md |
azure-identity-audit |
Use the 'azure-identity-audit' skill. Task: audit RBAC assignments. |
skills/azure-identity-audit/SKILL.md |
azure-identity |
Use the 'azure-identity' skill. Task: assign Azure RBAC roles. |
skills/azure-identity/SKILL.md |
azure-landing-zone |
Use the 'azure-landing-zone' skill. Task: design an Azure landing zone. |
skills/azure-landing-zone/SKILL.md |
azure-linux-app-service |
Use the 'azure-linux-app-service' skill. Task: deploy a Flask or FastAPI app to App Service Linux. |
skills/azure-linux-app-service/SKILL.md |
azure-networking |
Use the 'azure-networking' skill. Task: design a hub-spoke VNet topology. |
skills/azure-networking/SKILL.md |
azure-policy-audit |
Use the 'azure-policy-audit' skill. Task: audit policy coverage. |
skills/azure-policy-audit/SKILL.md |
azure-policy |
Use the 'azure-policy' skill. Task: write an Azure Policy to require tags. |
skills/azure-policy/SKILL.md |
azure-waf-review |
Use the 'azure-waf-review' skill. Task: run an Azure Well-Architected review. |
skills/azure-waf-review/SKILL.md |
backend-audit |
Use the 'backend-audit' skill. Task: reviewing backend implementations. |
skills/backend-audit/SKILL.md |
backend-dev |
Use the 'backend-dev' skill. Task: implement a REST endpoint. |
skills/backend-dev/SKILL.md |
backlog-burndown |
Use the 'backlog-burndown' skill. Task: build burn-down tables from issue and open-PR state changes. |
skills/backlog-burndown/SKILL.md |
backlog-rebalance-engine |
Use the 'backlog-rebalance-engine' skill. Task: idempotent project item add-or-update. |
skills/backlog-rebalance-engine/SKILL.md |
backlog-revalidation |
Use the 'backlog-revalidation' skill. Task: classify old issues as still needed. |
skills/backlog-revalidation/SKILL.md |
basecoat-help |
Use the 'basecoat-help' skill. Task: /basecoat help. |
skills/basecoat-help/SKILL.md |
basecoat |
Use the 'basecoat' skill. Task: find the right BaseCoat agent. |
skills/basecoat/SKILL.md |
bom-schema |
Use the 'bom-schema' skill. Task: JSON schema for BOM validation. |
skills/bom-schema/SKILL.md |
bom-validation |
Use the 'bom-validation' skill. Task: validating BOM completeness before S2. |
skills/bom-validation/SKILL.md |
build-failure-triage |
Use the 'build-failure-triage' skill. Task: identify first failing stage. |
skills/build-failure-triage/SKILL.md |
build-master-control-plane |
Use the 'build-master-control-plane' skill. Task: lane-state policy. |
skills/build-master-control-plane/SKILL.md |
change-isolation |
Use the 'change-isolation' skill. Task: define path-based lane boundaries. |
skills/change-isolation/SKILL.md |
ci-audit |
Use the 'ci-audit' skill. Task: exporting branch protection and required checks. |
skills/ci-audit/SKILL.md |
ci-cd-diagnostics |
Use the 'ci-cd-diagnostics' skill. Task: collect PR lifecycle timing. |
skills/ci-cd-diagnostics/SKILL.md |
ci-flake-quarantine |
Use the 'ci-flake-quarantine' skill. Task: confirm flakiness. |
skills/ci-flake-quarantine/SKILL.md |
code-review |
Use the 'code-review' skill. Task: review pull request for bugs. |
skills/code-review/SKILL.md |
config-secrets-audit |
Use the 'config-secrets-audit' skill. Task: scanning Azure Key Vault references. |
skills/config-secrets-audit/SKILL.md |
container-build-assessment |
Use the 'container-build-assessment' skill. Task: reviewing Dockerfile structure before containerization. |
skills/container-build-assessment/SKILL.md |
container-migration |
Use the 'container-migration' skill. Task: containerize this legacy app. |
skills/container-migration/SKILL.md |
contract-testing |
Use the 'contract-testing' skill. Task: add Pact contract tests between services. |
skills/contract-testing/SKILL.md |
copilot-review-triage |
Use the 'copilot-review-triage' skill. Task: sizing Copilot review threads. |
skills/copilot-review-triage/SKILL.md |
copilot-usage-analytics |
Use the 'copilot-usage-analytics' skill. Task: estimate Copilot session cost. |
skills/copilot-usage-analytics/SKILL.md |
cqrs-event-sourcing |
Use the 'cqrs-event-sourcing' skill. Task: design CQRS architecture for a service. |
skills/cqrs-event-sourcing/SKILL.md |
create-instruction |
Use the 'create-instruction' skill. Task: create a new instructions file. |
skills/create-instruction/SKILL.md |
create-skill |
Use the 'create-skill' skill. Task: add a new SKILL.md file. |
skills/create-skill/SKILL.md |
cross-stack-modernization |
Use the 'cross-stack-modernization' skill. Task: plan legacy app modernization strategy. |
skills/cross-stack-modernization/SKILL.md |
data-tier-audit |
Use the 'data-tier-audit' skill. Task: audit schema drift. |
skills/data-tier-audit/SKILL.md |
data-tier |
Use the 'data-tier' skill. Task: design a relational schema. |
skills/data-tier/SKILL.md |
database-migration |
Use the 'database-migration' skill. Task: plan expand-contract schema migration. |
skills/database-migration/SKILL.md |
decision-log-capture |
Use the 'decision-log-capture' skill. Task: document decision. |
skills/decision-log-capture/SKILL.md |
delivery-autopilot |
Use the 'delivery-autopilot' skill. Task: approve-once delivery orchestration. |
skills/delivery-autopilot/SKILL.md |
dependency-blocker-monitoring |
Use the 'dependency-blocker-monitoring' skill. Task: dependency maps. |
skills/dependency-blocker-monitoring/SKILL.md |
dev-containers |
Use the 'dev-containers' skill. Task: create devcontainer.json for this repo. |
skills/dev-containers/SKILL.md |
devops-audit |
Use the 'devops-audit' skill. Task: reviewing GitHub Actions workflows. |
skills/devops-audit/SKILL.md |
devops |
Use the 'devops' skill. Task: create GitHub Actions pipeline. |
skills/devops/SKILL.md |
docs-site |
Use the 'docs-site' skill. Task: create a docs site for this repo. |
skills/docs-site/SKILL.md |
documentation |
Use the 'documentation' skill. Task: write a project README. |
skills/documentation/SKILL.md |
domain-driven-design |
Use the 'domain-driven-design' skill. Task: model bounded contexts and aggregates. |
skills/domain-driven-design/SKILL.md |
dotnet-modernization |
Use the 'dotnet-modernization' skill. Task: inventory a legacy .NET solution. |
skills/dotnet-modernization/SKILL.md |
e2e-testing |
Use the 'e2e-testing' skill. Task: choose between Playwright and Cypress. |
skills/e2e-testing/SKILL.md |
electron-apps |
Use the 'electron-apps' skill. Task: secure Electron IPC design. |
skills/electron-apps/SKILL.md |
entity-framework-migration |
Use the 'entity-framework-migration' skill. Task: migrate EF6 to EF Core. |
skills/entity-framework-migration/SKILL.md |
environment-audit-drift |
Use the 'environment-audit-drift' skill. Task: scheduled drift audits in CI. |
skills/environment-audit-drift/SKILL.md |
environment-bootstrap |
Use the 'environment-bootstrap' skill. Task: set up GitHub Actions OIDC to Azure. |
skills/environment-bootstrap/SKILL.md |
escalation-routing |
Use the 'escalation-routing' skill. Task: release signoff. |
skills/escalation-routing/SKILL.md |
factory-state-machine |
Use the 'factory-state-machine' skill. Task: intake/complete/pending transitions. |
skills/factory-state-machine/SKILL.md |
failure-pattern-process |
Use the 'failure-pattern-process' skill. Task: evidence mining. |
skills/failure-pattern-process/SKILL.md |
flow-admission-control |
Use the 'flow-admission-control' skill. Task: WIP limit policy. |
skills/flow-admission-control/SKILL.md |
flow-audit |
Use the 'flow-audit' skill. Task: merge queue bottleneck scans. |
skills/flow-audit/SKILL.md |
flow-optimize |
Use the 'flow-optimize' skill. Task: flow optimization roadmaps. |
skills/flow-optimize/SKILL.md |
flow-suggest |
Use the 'flow-suggest' skill. Task: remediation prioritization. |
skills/flow-suggest/SKILL.md |
flow-track |
Use the 'flow-track' skill. Task: trend scorecards. |
skills/flow-track/SKILL.md |
frontend-audit |
Use the 'frontend-audit' skill. Task: audit generated UI. |
skills/frontend-audit/SKILL.md |
frontend-dev |
Use the 'frontend-dev' skill. Task: scaffold accessible UI component. |
skills/frontend-dev/SKILL.md |
git-worktrees |
Use the 'git-worktrees' skill. Task: create isolated workspace for feature branch. |
skills/git-worktrees/SKILL.md |
github-security-posture |
Use the 'github-security-posture' skill. Task: review branch protection and rulesets. |
skills/github-security-posture/SKILL.md |
gitops |
Use the 'gitops' skill. Task: set up Flux or ArgoCD workflow. |
skills/gitops/SKILL.md |
governance-audit |
Use the 'governance-audit' skill. Task: issue and PR metadata audits. |
skills/governance-audit/SKILL.md |
governance |
Use the 'governance' skill. Task: common-vs-specific policy docs. |
skills/governance/SKILL.md |
ha-resilience |
Use the 'ha-resilience' skill. Task: design multi-region failover. |
skills/ha-resilience/SKILL.md |
handoff |
Use the 'handoff' skill. Task: create end-of-session handoff. |
skills/handoff/SKILL.md |
human-in-the-loop |
Use the 'human-in-the-loop' skill. Task: add approval step before production deploy. |
skills/human-in-the-loop/SKILL.md |
hybrid-branching-audit |
Use the 'hybrid-branching-audit' skill. Task: branch policy readiness audits. |
skills/hybrid-branching-audit/SKILL.md |
hybrid-branching-rollout-planner |
Use the 'hybrid-branching-rollout-planner' skill. Task: phased migration plans. |
skills/hybrid-branching-rollout-planner/SKILL.md |
identity-migration |
Use the 'identity-migration' skill. Task: migrate ASP.NET Membership users. |
skills/identity-migration/SKILL.md |
infrastructure-audit |
Use the 'infrastructure-audit' skill. Task: reviewing IaC code quality. |
skills/infrastructure-audit/SKILL.md |
issue-triage |
Use the 'issue-triage' skill. Task: backlog hygiene and duplicate detection. |
skills/issue-triage/SKILL.md |
landing-zone-audit |
Use the 'landing-zone-audit' skill. Task: audit landing zone designs. |
skills/landing-zone-audit/SKILL.md |
lane-closeout |
Use the 'lane-closeout' skill. Task: capture dirty WIP. |
skills/lane-closeout/SKILL.md |
lexicon |
Use the 'lexicon' skill. Task: create project lexicon file. |
skills/lexicon/SKILL.md |
local-dev-data-pack |
Use the 'local-dev-data-pack' skill. Task: scaffold local compose profiles. |
skills/local-dev-data-pack/SKILL.md |
manual-test-strategy |
Use the 'manual-test-strategy' skill. Task: classify manual versus automated coverage. |
skills/manual-test-strategy/SKILL.md |
mcp-audit |
Use the 'mcp-audit' skill. Task: reviewing MCP server code quality. |
skills/mcp-audit/SKILL.md |
mcp-development |
Use the 'mcp-development' skill. Task: scaffold MCP server. |
skills/mcp-development/SKILL.md |
memory-promoter |
Use the 'memory-promoter' skill. Task: extract recurring fix patterns. |
skills/memory-promoter/SKILL.md |
merge-conflict-mediator |
Use the 'merge-conflict-mediator' skill. Task: classify conflict types. |
skills/merge-conflict-mediator/SKILL.md |
observability |
Use the 'observability' skill. Task: instrument service with OpenTelemetry. |
skills/observability/SKILL.md |
onboarding-telemetry |
Use the 'onboarding-telemetry' skill. Task: set up APPLICATIONINSIGHTS_CONNECTION_STRING and COPILOT_METRICS_TOKEN for an onboarded repo. |
skills/onboarding-telemetry/SKILL.md |
operation-context-resolver |
Use the 'operation-context-resolver' skill. Task: resolving preview/dev/staging/prod target before troubleshooting or deployment. |
skills/operation-context-resolver/SKILL.md |
orphaned-pr-triage |
Use the 'orphaned-pr-triage' skill. Task: identify orphaned PRs by inactivity windows. |
skills/orphaned-pr-triage/SKILL.md |
penetration-testing |
Use the 'penetration-testing' skill. Task: test for SQL injection or SSRF. |
skills/penetration-testing/SKILL.md |
performance-profiling |
Use the 'performance-profiling' skill. Task: profile hot path in service. |
skills/performance-profiling/SKILL.md |
production-readiness |
Use the 'production-readiness' skill. Task: run production readiness review. |
skills/production-readiness/SKILL.md |
project-rules-drift-audit |
Use the 'project-rules-drift-audit' skill. Task: comparing live project rule configuration to a baseline manifest. |
skills/project-rules-drift-audit/SKILL.md |
public-safe-sanitization |
Use the 'public-safe-sanitization' skill. Task: sanitizing roadmap/issue notes for sharing. |
skills/public-safe-sanitization/SKILL.md |
queue-rebalancer |
Use the 'queue-rebalancer' skill. Task: blocker-first ordering. |
skills/queue-rebalancer/SKILL.md |
rai-privacy-review |
Use the 'rai-privacy-review' skill. Task: Responsible AI plans. |
skills/rai-privacy-review/SKILL.md |
rca |
Use the 'rca' skill. Task: post-incident RCA. |
skills/rca/SKILL.md |
receiving-code-review |
Use the 'receiving-code-review' skill. Task: address PR review comments. |
skills/receiving-code-review/SKILL.md |
refactoring |
Use the 'refactoring' skill. Task: extract large method safely. |
skills/refactoring/SKILL.md |
release-audit |
Use the 'release-audit' skill. Task: audit a release candidate. |
skills/release-audit/SKILL.md |
release-notes |
Use the 'release-notes' skill. Task: create release notes for a version. |
skills/release-notes/SKILL.md |
repo-cleanup |
Use the 'repo-cleanup' skill. Task: one combined request to sync main while cleaning worktrees and deleting proven-safe merged branches after a ship-it wave. |
skills/repo-cleanup/SKILL.md |
repo-learning |
Use the 'repo-learning' skill. Task: learn: prefix. |
skills/repo-learning/SKILL.md |
rollout-basecoat |
Use the 'rollout-basecoat' skill. Task: refresh basecoat. |
skills/rollout-basecoat/SKILL.md |
s4-deployment-checklist |
Use the 's4-deployment-checklist' skill. Task: checklist-driven release gating. |
skills/s4-deployment-checklist/SKILL.md |
s4-rollback-testing |
Use the 's4-rollback-testing' skill. Task: building repeatable rollback rehearsal workflows. |
skills/s4-rollback-testing/SKILL.md |
sdlc-content-pack |
Use the 'sdlc-content-pack' skill. Task: generating SDLC-aligned content bundles (diagrams, click-through scripts, video scripts, decks) for workflows. |
skills/sdlc-content-pack/SKILL.md |
security-operations |
Use the 'security-operations' skill. Task: write SIEM or KQL detection rules. |
skills/security-operations/SKILL.md |
security |
Use the 'security' skill. Task: run OWASP security review. |
skills/security/SKILL.md |
service-bus-migration |
Use the 'service-bus-migration' skill. Task: map MSMQ queues to topics and subscriptions. |
skills/service-bus-migration/SKILL.md |
session-analysis |
Use the 'session-analysis' skill. Task: rank top tools by frequency. |
skills/session-analysis/SKILL.md |
session-optimization |
Use the 'session-optimization' skill. Task: apply phase-boundary compaction. |
skills/session-optimization/SKILL.md |
ship-it-control-loop |
Use the 'ship-it-control-loop' skill. Task: cycle-by-cycle status summaries. |
skills/ship-it-control-loop/SKILL.md |
ship-it |
Use the 'ship-it' skill. Task: governed delivery dispatch. |
skills/ship-it/SKILL.md |
skill-scripts |
Use the 'skill-scripts' skill. Task: splitting large skills into deterministic script stages. |
skills/skill-scripts/SKILL.md |
sprint-closeout-audit |
Use the 'sprint-closeout-audit' skill. Task: run end-of-sprint completion checklist. |
skills/sprint-closeout-audit/SKILL.md |
sprint-closeout |
Use the 'sprint-closeout' skill. Task: run closeout checklist across goals. |
skills/sprint-closeout/SKILL.md |
sprint-management |
Use the 'sprint-management' skill. Task: plan sprint capacity and goals. |
skills/sprint-management/SKILL.md |
sprint-planner |
Use the 'sprint-planner' skill. Task: sprint goal decomposition. |
skills/sprint-planner/SKILL.md |
sprint-project-mapper |
Use the 'sprint-project-mapper' skill. Task: clustering by sprint/wave/project tags. |
skills/sprint-project-mapper/SKILL.md |
sprint-retrospective |
Use the 'sprint-retrospective' skill. Task: create sprint retrospective document. |
skills/sprint-retrospective/SKILL.md |
standards-mapping |
Use the 'standards-mapping' skill. Task: OWASP/NIST/CAF/WAF/AI RMF coverage mapping. |
skills/standards-mapping/SKILL.md |
standup-signal-extraction |
Use the 'standup-signal-extraction' skill. Task: convert updates into blockers/actions/dependencies. |
skills/standup-signal-extraction/SKILL.md |
station-bottleneck-analyzer |
Use the 'station-bottleneck-analyzer' skill. Task: station-level queue pressure. |
skills/station-bottleneck-analyzer/SKILL.md |
supply-chain-security |
Use the 'supply-chain-security' skill. Task: sign container image with Cosign. |
skills/supply-chain-security/SKILL.md |
takt-time-measurement |
Use the 'takt-time-measurement' skill. Task: workflow templates. |
skills/takt-time-measurement/SKILL.md |
task-decomposition |
Use the 'task-decomposition' skill. Task: split large tasks into smaller async work items. |
skills/task-decomposition/SKILL.md |
task-provenance |
Use the 'task-provenance' skill. Task: issue/PR provenance. |
skills/task-provenance/SKILL.md |
tech-debt |
Use the 'tech-debt' skill. Task: build technical debt register. |
skills/tech-debt/SKILL.md |
twelve-factor |
Use the 'twelve-factor' skill. Task: move config from code to environment. |
skills/twelve-factor/SKILL.md |
ux |
Use the 'ux' skill. Task: map end-to-end user journey. |
skills/ux/SKILL.md |
workflow-parallelization |
Use the 'workflow-parallelization' skill. Task: identify parallelizable CI jobs. |
skills/workflow-parallelization/SKILL.md |
yagni-analysis |
Use the 'yagni-analysis' skill. Task: audit suspected dead dependencies. |
skills/yagni-analysis/SKILL.md |
Agent prompts¶
| Agent | Sample prompt | Source |
|---|---|---|
agentic-sdlc-autonomy |
@agentic-sdlc-autonomy Help me with this task: PR risk classification. |
agents/agentic-sdlc-autonomy.agent.md |
agent-designer |
@agent-designer Help me with this task: creating agent specs. |
agents/basecoat-10-core-agent-designer.agent.md |
agentops |
@agentops Help me with this task: monitoring agent health. |
agents/basecoat-10-core-agentops.agent.md |
api-designer |
@api-designer Help me with this task: designing RESTful APIs. |
agents/basecoat-10-core-api-designer.agent.md |
app-inventory |
@app-inventory Help me with this task: scan legacy app tech stack. |
agents/basecoat-10-core-app-inventory.agent.md |
backend-dev |
@backend-dev Help me with this task: implementing backend services. |
agents/basecoat-10-core-backend-dev.agent.md |
bom-validator |
@bom-validator Help me with this task: schema validation. |
agents/basecoat-10-core-bom-validator.agent.md |
branch-hygiene-sweeper |
@branch-hygiene-sweeper Help me with this task: identify merged or stale branches. |
agents/basecoat-10-core-branch-hygiene-sweeper.agent.md |
change-isolation-architect |
@change-isolation-architect Help me with this task: path-based pipeline routing. |
agents/basecoat-10-core-change-isolation-architect.agent.md |
chaos-engineer |
@chaos-engineer Help me with this task: design fault injection experiments. |
agents/basecoat-10-core-chaos-engineer.agent.md |
contract-testing |
@contract-testing Help me with this task: write Pact consumer-driven contracts. |
agents/basecoat-10-core-contract-testing.agent.md |
definition-of-done |
@definition-of-done Help me with this task: check PR meets DoD. |
agents/basecoat-10-core-definition-of-done.agent.md |
delivery-gap-mapper |
@delivery-gap-mapper Help me with this task: identifying issue/PR patterns. |
agents/basecoat-10-core-delivery-gap-mapper.agent.md |
dependabot-prioritizer |
@dependabot-prioritizer Help me with this task: rank Dependabot PRs for merge order. |
agents/basecoat-10-core-dependabot-prioritizer.agent.md |
dependency-blocker-monitor |
@dependency-blocker-monitor Help me with this task: read workcell BOM dependencies. |
agents/basecoat-10-core-dependency-blocker-monitor.agent.md |
dependency-lifecycle |
@dependency-lifecycle Help me with this task: plan upgrade paths. |
agents/basecoat-10-core-dependency-lifecycle.agent.md |
dependency-update-advisor |
@dependency-update-advisor Help me with this task: assess Dependabot PR risk. |
agents/basecoat-10-core-dependency-update-advisor.agent.md |
devops-engineer |
@devops-engineer Help me with this task: designing CI/CD pipelines. |
agents/basecoat-10-core-devops-engineer.agent.md |
escalation-router |
@escalation-router Help me with this task: release signoff. |
agents/basecoat-10-core-escalation-router.agent.md |
exploratory-charter |
@exploratory-charter Help me with this task: exploratory test charters. |
agents/basecoat-10-core-exploratory-charter.agent.md |
factory-conductor |
@factory-conductor Help me with this task: route S2/S3/S4 work. |
agents/basecoat-10-core-factory-conductor.agent.md |
factory-state-curator |
@factory-state-curator Help me with this task: normalize station state. |
agents/basecoat-10-core-factory-state-curator.agent.md |
feedback-loop |
@feedback-loop Help me with this task: track prompt effectiveness. |
agents/basecoat-10-core-feedback-loop.agent.md |
finops-advisor |
@finops-advisor Help me with this task: analyze cloud spend by service. |
agents/basecoat-10-core-finops-advisor.agent.md |
frontend-dev |
@frontend-dev Help me with this task: implementing UI components. |
agents/basecoat-10-core-frontend-dev.agent.md |
gitops-engineer |
@gitops-engineer Help me with this task: designing GitOps workflows. |
agents/basecoat-10-core-gitops-engineer.agent.md |
ha-architect |
@ha-architect Help me with this task: design multi-region failover architecture. |
agents/basecoat-10-core-ha-architect.agent.md |
Hardening Advisor |
@hardening-advisor Help me with this task: harden Dockerfile against CIS benchmarks. |
agents/basecoat-10-core-hardening-advisor.agent.md |
identity-architect |
@identity-architect Help me with this task: designing IAM systems. |
agents/basecoat-10-core-identity-architect.agent.md |
issue-triage |
@issue-triage Help me with this task: duplicate/invalid detection. |
agents/basecoat-10-core-issue-triage.agent.md |
legacy-modernization |
@legacy-modernization Help me with this task: migrate Web Forms to Razor Pages. |
agents/basecoat-10-core-legacy-modernization.agent.md |
llmops |
@llmops Help me with this task: optimizing model performance. |
agents/basecoat-10-core-llmops.agent.md |
mcp-developer |
@mcp-developer Help me with this task: designing and implementing MCP servers and tools. |
agents/basecoat-10-core-mcp-developer.agent.md |
memory-curator |
@memory-curator Help me with this task: extracting and storing knowledge from long conversations. |
agents/basecoat-10-core-memory-curator.agent.md |
memory-promoter |
@memory-promoter Help me with this task: extract reusable patterns from transcripts. |
agents/basecoat-10-core-memory-promoter.agent.md |
merge-coordinator |
@merge-coordinator Help me with this task: conflict detection. |
agents/basecoat-10-core-merge-coordinator.agent.md |
middleware-dev |
@middleware-dev Help me with this task: building integration layers. |
agents/basecoat-10-core-middleware-dev.agent.md |
new-customization |
@new-customization Help me with this task: selecting instructions. |
agents/basecoat-10-core-new-customization.agent.md |
Observability Engineer |
@observability-engineer Help me with this task: instrument services with OpenTelemetry. |
agents/basecoat-10-core-observability-engineer.agent.md |
orchestrator |
@orchestrator Help me with this task: decomposing large goals into subtasks. |
agents/basecoat-10-core-orchestrator.agent.md |
orphaned-pr-cleanup |
@orphaned-pr-cleanup Help me with this task: detect PRs without recent activity. |
agents/basecoat-10-core-orphaned-pr-cleanup.agent.md |
performance-analyst |
@performance-analyst Help me with this task: profiling latency/throughput bottlenecks. |
agents/basecoat-10-core-performance-analyst.agent.md |
product-manager |
@product-manager Help me with this task: requirements gathering. |
agents/basecoat-10-core-product-manager.agent.md |
production-readiness |
@production-readiness Help me with this task: run pre-release production readiness checklist. |
agents/basecoat-10-core-production-readiness.agent.md |
project-onboarding |
@project-onboarding Help me with this task: set up a new repo with BaseCoat governance. |
agents/basecoat-10-core-project-onboarding.agent.md |
prompt-coach |
@prompt-coach Help me with this task: prompt reviews. |
agents/basecoat-10-core-prompt-coach.agent.md |
prompt-engineer |
@prompt-engineer Help me with this task: system prompt design. |
agents/basecoat-10-core-prompt-engineer.agent.md |
rca |
@rca Help me with this task: run post-incident root cause analysis. |
agents/basecoat-10-core-rca.agent.md |
replanning-engine |
@replanning-engine Help me with this task: compare actual complexity to estimate. |
agents/basecoat-10-core-replanning-engine.agent.md |
s4-shadow-mode-validator |
@s4-shadow-mode-validator Help me with this task: compare error rate. |
agents/basecoat-10-core-s4-shadow-mode-validator.agent.md |
solution-architect |
@solution-architect Help me with this task: system design. |
agents/basecoat-10-core-solution-architect.agent.md |
sprint-planner |
@sprint-planner Help me with this task: decompose sprint goal into GitHub issues. |
agents/basecoat-10-core-sprint-planner.agent.md |
sprint-project-mapper |
@sprint-project-mapper Help me with this task: grouping by sprint/wave/tags. |
agents/basecoat-10-core-sprint-project-mapper.agent.md |
sprint-retrospective |
@sprint-retrospective Help me with this task: generate sprint retro document from git history. |
agents/basecoat-10-core-sprint-retrospective.agent.md |
sre-engineer |
@sre-engineer Help me with this task: defining SLO/SLI and error-budget policies. |
agents/basecoat-10-core-sre-engineer.agent.md |
station-bottleneck-analyzer |
@station-bottleneck-analyzer Help me with this task: station-level queue pressure. |
agents/basecoat-10-core-station-bottleneck-analyzer.agent.md |
strategy-to-automation |
@strategy-to-automation Help me with this task: automation-candidate discovery. |
agents/basecoat-10-core-strategy-to-automation.agent.md |
takt-time-tracker |
@takt-time-tracker Help me with this task: compute median and p95 time at S1-S5. |
agents/basecoat-10-core-takt-time-tracker.agent.md |
tech-writer |
@tech-writer Help me with this task: API documentation. |
agents/basecoat-10-core-tech-writer.agent.md |
ux-designer |
@ux-designer Help me with this task: user journeys. |
agents/basecoat-10-core-ux-designer.agent.md |
dotnet-modernization-advisor |
@dotnet-modernization-advisor Help me with this task: Advisor for .NET modernization. |
agents/basecoat-20-lang-dotnet-modernization-advisor.agent.md |
containerization-planner |
@containerization-planner Help me with this task: containerize an app. |
agents/basecoat-30-ai-containerization-planner.agent.md |
daily-standup-facilitator |
@daily-standup-facilitator Help me with this task: extract actionable updates. |
agents/basecoat-30-ai-daily-standup-facilitator.agent.md |
domain-designer |
@domain-designer Help me with this task: designing domain models. |
agents/basecoat-30-ai-domain-designer.agent.md |
failure-pattern-process |
@failure-pattern-process Help me with this task: mining failure signals across issues/PRs/CI/logs/incidents. |
agents/basecoat-30-ai-failure-pattern-process.agent.md |
guardrail |
@guardrail Help me with this task: validate agent output against safety rules. |
agents/basecoat-30-ai-guardrail.agent.md |
mlops |
@mlops Help me with this task: designing ML pipelines. |
agents/basecoat-30-ai-mlops.agent.md |
azure-landing-zone |
@azure-landing-zone Help me with this task: management group hierarchies. |
agents/basecoat-40-azure-azure-landing-zone.agent.md |
api-security |
@api-security Help me with this task: run OWASP API Top 10 assessment. |
agents/basecoat-50-security-api-security.agent.md |
ci-audit |
@ci-audit Help me with this task: auditing branch protection. |
agents/basecoat-50-security-ci-audit.agent.md |
config-auditor |
@config-auditor Help me with this task: scanning repositories for hardcoded credentials. |
agents/basecoat-50-security-config-auditor.agent.md |
Container Security |
@container-security Help me with this task: scan container images for CVEs. |
agents/basecoat-50-security-container-security.agent.md |
github-security-posture |
@github-security-posture Help me with this task: auditing GitHub organization settings and policies. |
agents/basecoat-50-security-github-security-posture.agent.md |
guidance-author |
@guidance-author Help me with this task: creating security playbooks and best practices. |
agents/basecoat-50-security-guidance-author.agent.md |
instruction-auditor |
@instruction-auditor Help me with this task: find uncovered tech stacks in a repo overlay. |
agents/basecoat-50-security-instruction-auditor.agent.md |
policy-as-code-compliance |
@policy-as-code-compliance Help me with this task: validate Terraform against OPA policies. |
agents/basecoat-50-security-policy-as-code-compliance.agent.md |
project-rules-drift-auditor |
@project-rules-drift-auditor Help me with this task: scheduled drift audits of project automation rules. |
agents/basecoat-50-security-project-rules-drift-auditor.agent.md |
Secrets Manager |
@secrets-manager Help me with this task: plan secrets rotation schedules. |
agents/basecoat-50-security-secrets-manager.agent.md |
security-analyst |
@security-analyst Help me with this task: threat modeling. |
agents/basecoat-50-security-security-analyst.agent.md |
Security Monitor |
@security-monitor Help me with this task: build ATT&CK-mapped detection rules. |
agents/basecoat-50-security-security-monitor.agent.md |
security-operations |
@security-operations Help me with this task: run SOC incident response playbook. |
agents/basecoat-50-security-security-operations.agent.md |
sprint-closeout-auditor |
@sprint-closeout-auditor Help me with this task: verifying merged PR coverage. |
agents/basecoat-50-security-sprint-closeout-auditor.agent.md |
supply-chain-security |
@supply-chain-security Help me with this task: generate SBOM for a release build. |
agents/basecoat-50-security-supply-chain-security.agent.md |
backlog-autopilot |
@backlog-autopilot Help me with this task: running persistent multi-wave backlog delivery. |
agents/basecoat-60-workflow-backlog-autopilot.agent.md |
backlog-rebalancer |
@backlog-rebalancer Help me with this task: priority reranking. |
agents/basecoat-60-workflow-backlog-rebalancer.agent.md |
broken-build-troubleshooter |
@broken-build-troubleshooter Help me with this task: classify failure signatures. |
agents/basecoat-60-workflow-broken-build-troubleshooter.agent.md |
build-master |
@build-master Help me with this task: lane-aware merge orchestration. |
agents/basecoat-60-workflow-build-master.agent.md |
ci-failure-escalation |
@ci-failure-escalation Help me with this task: gate deploys on CI failures. |
agents/basecoat-60-workflow-ci-failure-escalation.agent.md |
ci-guardrail-accelerator |
@ci-guardrail-accelerator Help me with this task: reduce CI cycle time. |
agents/basecoat-60-workflow-ci-guardrail-accelerator.agent.md |
data-pipeline |
@data-pipeline Help me with this task: medallion lakehouse architecture. |
agents/basecoat-60-workflow-data-pipeline.agent.md |
delivery-autopilot |
@delivery-autopilot Help me with this task: running end-to-end approved issue -> PR -> release automation. |
agents/basecoat-60-workflow-delivery-autopilot.agent.md |
workflow-gate-diagnostician |
@workflow-gate-diagnostician Help me with this task: environment approval deadlocks. |
agents/basecoat-60-workflow-gate-diagnostician.agent.md |
incident-responder |
@incident-responder Help me with this task: classify and triage active production incidents. |
agents/basecoat-60-workflow-incident-responder.agent.md |
incident-to-backlog-router |
@incident-to-backlog-router Help me with this task: create GitHub issues from incident metadata with Type/Priority/Risk/Guardrail State/SRE Impact pre-filled. |
agents/basecoat-60-workflow-incident-to-backlog-router.agent.md |
infrastructure-deploy |
@infrastructure-deploy Help me with this task: deploy Azure Bicep templates. |
agents/basecoat-60-workflow-infrastructure-deploy.agent.md |
local-dev-data-pack-orchestrator |
@local-dev-data-pack-orchestrator Help me with this task: discovering active persistence engines in a repo. |
agents/basecoat-60-workflow-local-dev-data-pack-orchestrator.agent.md |
parallel-session-coordinator |
@parallel-session-coordinator Help me with this task: parallel feature sprints. |
agents/basecoat-60-workflow-parallel-session-coordinator.agent.md |
queue-rebalancer |
@queue-rebalancer Help me with this task: reordering open PRs/issues by dependency to unblock broken builds fast. |
agents/basecoat-60-workflow-queue-rebalancer.agent.md |
release-freeze-enforcer |
@release-freeze-enforcer Help me with this task: evaluate freeze exceptions. |
agents/basecoat-60-workflow-release-freeze-enforcer.agent.md |
release-impact-advisor |
@release-impact-advisor Help me with this task: assess release blast radius. |
agents/basecoat-60-workflow-release-impact-advisor.agent.md |
release-manager |
@release-manager Help me with this task: bump semver and publish GitHub release. |
agents/basecoat-60-workflow-release-manager.agent.md |
release-readiness-chair |
@release-readiness-chair Help me with this task: collect release evidence across quality. |
agents/basecoat-60-workflow-release-readiness-chair.agent.md |
retro-facilitator |
@retro-facilitator Help me with this task: run end-of-sprint retrospective. |
agents/basecoat-60-workflow-retro-facilitator.agent.md |
rollout-basecoat |
@rollout-basecoat Help me with this task: onboarding or updating a BaseCoat consumer. |
agents/basecoat-60-workflow-rollout-basecoat.agent.md |
run-history-cleanup |
@run-history-cleanup Help me with this task: pruning old completed workflow runs. |
agents/basecoat-60-workflow-run-history-cleanup.agent.md |
self-healing-ci |
@self-healing-ci Help me with this task: auto-remediate CI failures. |
agents/basecoat-60-workflow-self-healing-ci.agent.md |
ship-it-control-loop |
@ship-it-control-loop Help me with this task: bounded wave execution across tasks/PRs/checks. |
agents/basecoat-60-workflow-ship-it-control-loop.agent.md |
ship-it-orchestrator |
@ship-it-orchestrator Help me with this task: goal-driven spec-to-prod orchestration. |
agents/basecoat-60-workflow-ship-it-orchestrator.agent.md |
task-scope-validator |
@task-scope-validator Help me with this task: validate task prompts pre-dispatch. |
agents/basecoat-60-workflow-task-scope-validator.agent.md |
data-architect |
@data-architect Help me with this task: designing data models and schemas. |
agents/basecoat-80-data-data-architect.agent.md |
Data Integrity |
@data-integrity Help me with this task: distributed data integrity patterns. |
agents/basecoat-80-data-data-integrity.agent.md |
data-tier |
@data-tier Help me with this task: optimizing database configurations. |
agents/basecoat-80-data-data-tier.agent.md |
database-migration |
@database-migration Help me with this task: planning database migrations. |
agents/basecoat-80-data-database-migration.agent.md |
dataops |
@dataops Help me with this task: managing data pipelines. |
agents/basecoat-80-data-dataops.agent.md |
code-review |
@code-review Help me with this task: reviewing code changes. |
agents/basecoat-90-quality-code-review.agent.md |
copilot-review-triage |
@copilot-review-triage Help me with this task: impact-sizing review threads. |
agents/basecoat-90-quality-copilot-review-triage.agent.md |
e2e-test-strategy |
@e2e-test-strategy Help me with this task: design E2E suite. |
agents/basecoat-90-quality-e2e-test-strategy.agent.md |
guidance-reviewer |
@guidance-reviewer Help me with this task: validating a BaseCoat guidance draft before committing. |
agents/basecoat-90-quality-guidance-reviewer.agent.md |
manual-test-strategy |
@manual-test-strategy Help me with this task: decision rubrics. |
agents/basecoat-90-quality-manual-test-strategy.agent.md |
penetration-test |
@penetration-test Help me with this task: designing penetration tests. |
agents/basecoat-90-quality-penetration-test.agent.md |
Resilience Reviewer |
@resilience-reviewer Help me with this task: review circuit breaker and retry patterns in code. |
agents/basecoat-90-quality-resilience-reviewer.agent.md |
flow-admission-controller |
@flow-admission-controller Help me with this task: WIP limit policies. |
agents/flow-admission-controller.agent.md |
flow-auditor |
@flow-auditor Help me with this task: queue bottleneck audits. |
agents/flow-auditor.agent.md |
flow-governance-conductor |
@flow-governance-conductor Help me with this task: reusing existing flow/CI/governance skills first. |
agents/flow-governance-conductor.agent.md |
flow-optimizer |
@flow-optimizer Help me with this task: phased flow optimization plans. |
agents/flow-optimizer.agent.md |
flow-suggester |
@flow-suggester Help me with this task: translating audit evidence into GitHub issues. |
agents/flow-suggester.agent.md |
flow-tracker |
@flow-tracker Help me with this task: weekly flow scorecards. |
agents/flow-tracker.agent.md |
governance-auditor |
@governance-auditor Help me with this task: label audits. |
agents/governance-auditor.agent.md |
governance-author |
@governance-author Help me with this task: drafting docs/reference/governance-contract.md. |
agents/governance-author.agent.md |
orchestrator-compat |
@orchestrator-compat Help me with this task: routing multi-step workflows. |
agents/orchestrator.agent.md |
program-bootstrap |
@program-bootstrap Help me with this task: bootstrapping a new program with coordinated onboarding/backlog/spec/architecture/workflow outputs. |
agents/program-bootstrap.agent.md |