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SkillsMP has collected 31 skills from ai-driven-dev/aidd-framework. Open a skill to review its source and details.
Showing 31 of 31 collected skills.
Detect the current project's state and open a hub of project actions - understand the project, set up or refresh the memory bank, or continue the AIDD development journey. Silently inspects the project, the AIDD setup, and which AIDD plugins are installed,…
Imagine and validate the technical architecture of a new SaaS through interactive Q&A, candidate-stack comparison, multi-agent audit, and an INSTALL.md output. Use when starting a new SaaS project, choosing a stack, designing the architecture pattern…
Initialize or refresh the project memory bank and ensure AI context files contain the project memory block. Use when running `aidd init` for the first time, bootstrapping a new project, or re-running the init flow on an existing project. Do NOT use for…
Generate context artifacts (skills, agents, rules, commands, hooks, plugins, marketplaces) across the host AI tool(s) the project uses. Use when the user wants to create, refactor, add or remove actions in a skill, migrate a legacy slash command into a…
Generate high-quality Mermaid diagrams from markdown content using a structured plan-validate workflow.
Capture and store project-level learnings, conventions, and decisions surfaced during work into memory, decisions, or rules. Use proactively when the user states a durable project rule or convention ("for next", "always do X", "from now on", "going forward",…
Enumerate installed surfaces of the AI tool (skills, agents, commands, plugins, MCP servers, rules, hooks, memory files) and recommend the best match for the user's stated intent. Use proactively whenever the user asks the model to list, show, enumerate,…
Pure orchestrator for the full AIDD development flow. Use when a human (or Gardener) needs to take a free-form request from idea to shipped code, end-to-end. Coordinates spec generation, planning, implementation, review, and shipping by composing other skills…
Generate technical implementation plans, define component behaviors, and extract design details from images.
Execute an implementation plan phase by phase via the implementer agent, iterating until 100% completeness.
Assert features work as intended - general assertions, architecture conformance, and frontend UI validation.
Read-only codebase audit across quality pillars (code-quality, architecture, security, dependencies, performance, tests, ui). Diagnoses and reports findings; never edits code. Use when the user wants to assess, audit, or health-check a codebase or one…
Read-only review of a diff (a PR or working changes) - code quality against project rules, and feature behavior against the plan's acceptance criteria. Surfaces findings with a verdict; never patches. Use to review changes in progress. Do NOT use for a…
Write and iterate on tests until they pass, and validate user journeys end-to-end in the browser.
Improve code without breaking behavior across four axes - cleanup (clean-code + tech debt), performance, security, architecture. Scans and fixes, or fixes the findings of an audit report pushed in by the caller. Use when the user wants to refactor, clean up,…
Reproduce and fix bugs systematically using test-driven workflow, root cause analysis, and hypothesis validation.
Iterative agent loop that tracks attempts and retries until a success condition is met. Use when the user says "for sure", "make sure", "keep trying until", "loop until done", "don't stop until", or needs guaranteed completion of a task with explicit success…
Single entry point for the async-dev pipeline (setup, run, review). Hybrid router decides which sub-flow to execute from $ARGUMENTS keyword (`setup` / `run` / `review`), trigger source (label `to-implement` / `to-review`, comment `@claude /implement` /…
Retrieve and display ticket information from the configured ticketing tool. Use when the user says "ticket info", "show ticket", "get ticket", "ticket details", "what's <id>", or invokes `/ticket-info`. Do NOT use for creating issues, commenting on tickets,…
Generate INVEST-compliant user stories from a feature description. Use when the user says "user stories", "create user stories", "write user stories for X", "INVEST stories", "draft stories", or invokes `/user-stories-create`. Do NOT use for writing code,…
Generate a structured Product Requirements Document from a feature description or user stories, validated with the user before save. Use when the user says "prd", "draft prd", "write prd", "product requirements for X", "generate a prd", or invokes `/prd`. Do…
Generate or refine a project spec from a free-form human request, an existing PRD, or reviewer findings. Use when the user says "draft spec", "spec for X", "refine the spec", "generate spec from prd", "/spec", or when an orchestrator needs a normalized…
Interactive brainstorming session to clarify and refine requests through iterative questioning. Use when user mentions unclear requirements, vague ideas, or needs clarification on features. Do NOT use for clear technical specs, implementation details, or when…
Rethink prior work to verify correctness against an agreed plan, classifying findings as deal-breakers, suggestions, or correct, with a confidence score. Use when the user says "challenge this", "rethink your plan", "is this correct", "review my last…
Toggle terse output mode with intensity levels (lite, full, ultra) so prose drops articles, filler, and pleasantries while code, quoted errors, and security warnings stay verbatim. Also reports real token usage and estimated savings under condense mode for…
Analytical scan of a markdown artifact (idea, user-stories, PRD, spec) to surface blind spots - unstated assumption, missing actor, missing failure mode, ambiguous term, missing acceptance criterion, missing edge case, and missing dependency - emitting a…
Verify factual claims in a piece of text against authoritative sources and rewrite it with footnote citations, hedging any claim that cannot be confirmed. Runs a cheapest-first verification cascade (project memory and docs, then codebase inspection, then web…
Create an atomic git commit with conventional message format. Use when the user says "commit", "git commit", "create a commit", "commit my changes", "commit and push", or invokes `/commit`. Do NOT use for amending existing commits, force-pushing, rebasing,…
Create a draft pull or merge request from the current branch. Use when the user says "open a pr", "open a pull request", "create a pr", "create a merge request", "open mr", "draft a pr for this branch", or invokes `/pull-request`. Do NOT use for committing…
Cut a semver release with annotated tag and release notes. Use when the user says "release", "tag", "tag this release", "bump version", "release v1.2.0", "cut a release", or invokes `/release-tag`. Do NOT use for plain commits without a tag, opening pull…
Create an issue in the configured ticketing tool. Use when the user says "new issue", "create an issue", "file a bug", "file an issue", "report bug", "open an issue", or invokes `/issue-create`. Do NOT use for committing changes, opening pull requests,…