Pipemind
Official@pipemind-com · Quebec City, Canada
Artificial intelligence and web development
Agent Skills by Pipemind
Showing 22 vetted skills indexed across 1 GitHub repositories.
pipemind-comrefining-problem
Refine rough research problems into standardized problem.md files with literature mapping.
pipemind-comgenerating-hypotheses
Generate testable hypothesis stubs from problem.md and prior conclusions.
pipemind-comdesigning-experiments
Design 1–3 experiments to verify or falsify a hypothesis file.
pipemind-comdrawing-conclusions
Synthesizes experimental results from a hypothesis file into a formal verdict and updates its status and conclusion.
pipemind-comrefining-hypothesis
Refine research hypotheses by searching literature for supporting evidence and counterexamples.
pipemind-comresearching-literature
Search academic sources and build structured bibliographies with REF-NNN entries.
pipemind-comresearching
Orchestrates scientific-method research loops, refining problems, generating hypotheses, executing experiments, and writing findings.md and article-abstract.md.
pipemind-comrunning-experiments
Execute hypothesis-specified experiments via Bash and record outputs into hypothesis files.
pipemind-comreviewing-code-quality
Diagnose code quality issues across six axes without rewriting source code.
pipemind-comcompiling-agentic-workflow
Compile agentic workflows by coordinating CLAUDE.md, docs/, planner, and builder artifacts.
pipemind-comstress-testing
Generate adversarial property-based tests and report failures with coverage analysis.
pipemind-comcompiling-planner-agent
Generate a project-specific planner agent at .claude/agents/planner.md from CLAUDE.md context.
pipemind-comdefining-test-scenarios
Expand behavioral spec features into deterministic GIVEN-WHEN-THEN test scenarios.
pipemind-comcompiling-project-docs
Generate structured project documentation from a CLAUDE.md file.
pipemind-comcompiling-project-settings
Generate a lean CLAUDE.md with mission, context, tech stack, and commands.
pipemind-comconducting-post-mortem
Extract actionable lessons from task conversations and propose CLAUDE.md updates.
pipemind-comcompiling-devops-agent
Generate project-specific DevOps agent files with YAML frontmatter for detected infrastructure tools.
pipemind-comcompiling-security-agent
Generate a stack-specific security agent with PoC tests for code repositories.
pipemind-comdefining-specs
Transform source documents into implementation-agnostic behavioral specifications.
pipemind-comgit-commit-changes
Split uncommitted git working-tree changes into numbered atomic commits with conventional messages.
pipemind-comcompiling-builder-agent
Generate project-specific builder agents with YAML frontmatter and review gates.
pipemind-comorchestrating-workflow
Coordinates decomposed subtasks via planner and builder agents with dependency management.
Frequently Asked Questions About Pipemind
FAQPage SchemaWhat specific research and development tasks does Pipemind enable?▼
Pipemind enables the formalization of research problems into testable hypotheses, the execution of scientific experiments via terminal commands, and the generation of behavioral specifications. It further supports project maintenance by synthesizing documentation, conducting post-mortem analysis, and organizing repository changes into atomic commits.
Which technical personas benefit most from these capabilities?▼
Software architects, research engineers, and technical leads benefit from these capabilities. The system is designed for professionals managing complex codebases who require rigorous documentation, standardized behavioral testing, and structured research loops to maintain project integrity and clarity across large-scale development environments.
What are the core prerequisites for implementing these project management features?▼
Implementation requires a repository containing a CLAUDE.md file to serve as the primary context and mission statement. The system relies on existing project documentation and behavioral specs to generate functional planner, builder, and security agents tailored to the specific infrastructure and stack requirements.