im-shashanks

Memory system inspector. View learned principles, anti-patterns, procedures, per-story briefings, and seed new entries. Complements status-dash with detailed memory audit capabilities.

Comprehensive guide to Shaktra — lists all commands, explains workflows, describes the agent architecture, and provides getting-started instructions.

Software Development Manager workflow — orchestrates TDD pipeline through plan, red, green, quality phases with specialized agents. Entry point for all development work.

Diagnose Shaktra framework health. Validates plugin structure, project configuration, and design constraints. Read-only — never modifies files.

Adversarial Review workflow — treats code changes as behavioral hypotheses and systematically falsifies them through mutation testing, adversarial inputs, and fault injection. Produces execution-based risk assessment.

Full-view project dashboard. Shows plugin version and update status, sprint health, story pipeline, quality summary, memory health, and analysis progress. Read-only.

Codebase Analyzer workflow for brownfield codebases — deep structural analysis producing structured YAML artifacts for downstream agents. Use this skill whenever the user wants to analyze, assess, or understand an existing codebase — including requests like "analyze my codebase", "what's the health of this project", "check for tech debt", "audit dependencies", "understand this codebase before we s

Bug Fix workflow — structured diagnosis followed by TDD remediation. Investigates bugs through triage, root cause analysis, and blast radius assessment, then routes to the standard TDD pipeline for the fix.

Incident Response workflow — post-mortem analysis, operational runbook generation, and detection gap assessment for completed bugfixes. Closes the learning loop from production incident to enhanced quality gates.

Initialize the Shaktra framework in the current project. Creates the .shaktra/ directory structure, populates configuration from templates, and sets up the project CLAUDE.md.

Internal skill for memory consolidation and retrieval — observation classification, confidence math, synthesis algorithms, and tiered briefing generation. Loaded by the memory-curator and memory-retriever agents.

Product Manager workflow — PRD creation, user research analysis, persona generation, journey mapping, and feature prioritization. Entry point for product definition work.

Quality engine for the TDD pipeline — provides quick-check (36 checks) for gate reviews and comprehensive review (14 dimensions) for final quality assessment. Loaded by sw-quality agent.

Shared constants, quality standards, and state schemas for all Shaktra agents. Defines severity taxonomy, quality principles, guard tokens, review dimensions, and YAML schemas.

Code Reviewer workflow — app-level code review and PR review with independent verification testing. Dispatches CR Analyzer agents across quality dimensions and produces evidence-based structured reports.

Technical Program Manager workflow — orchestrates design doc creation, user story generation, quality review loops, RICE prioritization, and sprint planning. Entry point for all planning work.

Natural language intent router — classifies user requests and dispatches to the appropriate Shaktra workflow skill. Primary entry point for users who prefer natural language over direct skill invocation.

Story creation, enrichment, and related schemas. Defines HOW to create and validate user stories, WHAT fields exist per tier (story-schema), WHICH tier a story belongs to (story-tiers), and sprint state format (sprint-schema). Loaded by scrummaster and other story-consuming agents.

TDD knowledge base — testing practices, coding practices, and implementation patterns. Loaded by SDM workflow agents (sw-engineer, test-agent, developer) for behavioral testing guidance and production-grade coding standards.

General purpose domain expert — classifies requests into specialist domains, loads on-demand expertise, and provides actionable project-contextualized guidance.