HumanSys
Official@humansys
Reliable AI-assisted software engineering
Agent Skills by HumanSys
Showing 39 vetted skills indexed across 1 GitHub repositories.
rai-epic-design
Design epic scope, stories, and architecture for multi-story work.
rai-session-diary
Write narrative session diary entries capturing decisions and rationale from conversation and git context.
rai-story-implement
Execute story plan tasks with TDD cycles and verification gates.
rai-quality-review
Audit changed story files for semantic bugs, type honesty, and test quality.
rai-bugfix-plan
Decompose bug fixes into atomic TDD tasks with verification commands.
rai-architecture-review
Audit changed files against design documents using Beck's four rules to produce heuristic-tagged findings and a PASS/SIMPLIFY verdict.
rai-bugfix-run
Orchestrate a 7-phase bugfix pipeline with three human-in-the-loop gates.
rai-bugfix-analyse
Identify and document software bug root causes in RaiSE projects.
rai-story-review
Extract learnings, compute metrics, and persist patterns from completed development stories.
rai-bugfix-triage
Classify bugs into four dimensions and persist to scope.md and Jira custom fields.
rai-project-onboard
Discover repository conventions and generate six governance documents with a knowledge graph.
rai-debug
Diagnose software defects using triage, 5 Whys, and Ishikawa analysis.
rai-research
Frame research prompts requiring triangulated evidence for ADR decisions.
rai-bugfix-fix
Automate TDD-driven bugfix workflows with gated validation and traceable commits.
rai-adapter-setup
Discover Jira and Confluence backends, generate validated YAML configs, and verify via rai doctor.
rai-welcome
Detects project state and guides users through profile creation and setup verification.
rai-docs-update
Sync module documentation frontmatter with the project's knowledge graph.
rai-epic-run
Orchestrate epic lifecycle phases with delegation gates in repository workflows.
rai-story-run
Orchestrate RaiSE story lifecycles across detection, design, implementation, review, and closure phases.
rai-discover
Automates codebase discovery and generates knowledge-graph artifacts for software projects.
rai-epic-start
Initialize epic directories, briefs, and tracker entries for new epics.
rai-mcp-remove
Remove an MCP server from RaiSE after validating no dependent adapters exist.
rai-story-design
Generate typed sN.M-design.yaml and Markdown artifacts from backlog items.
rai-epic-docs
Generate and publish epic documentation sections to Confluence.
Frequently Asked Questions About HumanSys
FAQPage SchemaWhat specific software engineering tasks does HumanSys enable?▼
HumanSys enables structured epic and story lifecycle management, automated TDD-driven bugfix pipelines, architectural design reviews, and the generation of governance documentation based on repository knowledge graphs.
Which technical personas benefit most from these capabilities?▼
Software engineers, technical leads, and engineering managers focused on maintaining high code quality, enforcing architectural standards, and ensuring traceable development progress across complex project backlogs.
What are the prerequisites for integrating HumanSys into a project?▼
Integration requires a Git-based repository, a configured environment for executing development tasks, and existing access to project management backends like Jira or Confluence for full synchronization.