JP5 Labs
Official@jp5labs · United States of America
JP5 Labs provides a spec-driven GitHub issue delivery lifecycle covering planning, architecture review, PR triage, and post-merge cleanup for engineering teams.
Agent Skills by JP5 Labs
Showing 18 vetted skills indexed across 1 GitHub repositories.
jp5labsforge-respond
Triages unresolved GitHub PR review threads and executes approved fixes, deferrals, and replies.
jp5labsforge-cleanup
Automates post-merge branch cleanup and issue updates for merged GitHub pull requests.
jp5labsforge-resume
Reconstructs session context from GitHub issues, specs, plans, and branch status when resuming work.
jp5labsforge-plan
Generates implementation plans for GitHub issues using writing-plans methodology with codebase exploration.
jp5labsarch-review
Reviews proposed changes against platform architecture documents and native-first rules.
jp5labsforge-spec
Orchestrates spec-driven design brainstorming and enriches specs with architecture, ADR, and impact analysis.
jp5labsadr-check
Validates proposed code changes against Architecture Decision Records and platform map constraints.
jp5labsforge-discover
Classifies idea complexity and routes work to the appropriate specification or issue workflow.
jp5labsapproval-hygiene
Analyzes session permission re-approvals and recommends settings.json allow-list and deny-list changes.
jp5labsforge-shape
Creates and refines GitHub issues with acceptance criteria, milestones, and spec decomposition.
jp5labsimpact-analysis
Analyzes cascading impact of architectural changes across technical, organisational, financial, and risk dimensions.
jp5labsdependency-graph
Generate Mermaid dependency graphs with criticality analysis and single-point-of-failure detection.
jp5labstoken-hygiene
Analyzes session token usage and generates a graded cost-reduction report with recommendations.
jp5labsforge-review
Executes tiered GitHub PR reviews with deterministic checks and multi-agent analysis.
jp5labsforge-deliver
Orchestrates GitHub issue delivery workflows from commit through pull request and issue comment.
jp5labsforge-start
Creates a feature branch from synced main and scaffolds delivery templates for a GitHub issue.
jp5labsforge-assess
Generates pre-implementation assessments for GitHub issues with fit checks, risks, and approval gates.
jp5labsscenario-compare
Compare architectural scenarios with cost, risk, timeline, and complexity analysis using parallel agents.
Frequently Asked Questions About JP5 Labs
FAQPage SchemaWhat tasks can I accomplish with JP5 Labs skills?▼
You can run the full issue lifecycle: triage ideas with forge-discover, write specs with forge-spec, assess and plan with forge-assess and forge-plan, scaffold branches with forge-start, review PRs with forge-review and forge-respond, deliver with forge-deliver, and clean up merged branches with forge-cleanup.
Who are JP5 Labs skills designed for?▼
Software engineers and technical leads practicing spec-driven development on GitHub. The skills suit teams that enforce pre-implementation assessments, ADR-governed architecture boundaries, tiered PR reviews, and structured issue decomposition with milestones and acceptance criteria.
How do the forge skills run in practice?▼
Most skills are user-invocable slash commands executed in sequence: forge-assess before coding, forge-plan after approval, forge-start to sync main and create the feature branch, then forge-deliver to commit, push, open the PR, and comment on the issue. forge-cleanup runs post-merge via the jp5 pr cleanup CLI.
What architecture governance capabilities are included?▼
arch-review evaluates changes against the platform map and native-first rules, adr-check validates against existing ADRs, impact-analysis assesses cascading technical, organisational, financial, and risk effects, dependency-graph renders upstream/downstream relationships, and scenario-compare contrasts architecture options on cost, timeline, and risk.
What prerequisites or dependencies do these skills require?▼
Skills depend on a GitHub-centric repository with issues, milestones, and pull requests, plus the jp5 CLI for delivery and cleanup operations. forge-assess enforces AGENTS.md Story Collaboration Rules, and impact-analysis, dependency-graph, and scenario-compare specify the sonnet model with parallel agents.