manastalukdar
- 334 skills
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- ▌ Implement 2 · manastalukdarImport and adapt code from any source to your project with validation and testing
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- ▌ UI Harden 2 · manastalukdarProduction-readiness pass for UI — audits and fixes error states, empty states, text overflow, small touch targets, and i18n gaps before shipping
- ▌ UI Layout 2 · manastalukdarFix spacing rhythm, visual hierarchy, and layout issues in UI files — enforces consistent spacing units, adequate padding on interactive elements, and proper visual weight distribution
- ▌ UI Polish 2 · manastalukdarFinal pre-ship UI quality pass — reads the persisted critique snapshot as a prioritized backlog and implements fixes from P0 down
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- ▌ Chaos Test 2 · manastalukdarAnalyze codebase for resilience gaps — missing retry logic, absent timeouts, circuit-breaker opportunities, single points of failure, and degradation-mode blind spots
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- ▌ Lighthouse 2 · manastalukdarRun Lighthouse audits and implement performance, accessibility, and SEO fixes
- ▌ Post Merge 2 · manastalukdarSweep for follow-up work after recent merges — TODOs added in merged PRs, stale feature flags, dead code, documentation gaps, and tech-debt tickets left by merge comments.
- ▌ Smoke Test 2 · manastalukdarRun 8 post-session-start health checks to verify the project is in a working state — git clean, no broken imports, tests pass, key files present, and agent memory intact.
- ▌ Sre Review 2 · manastalukdarReview code and configuration for SRE concerns — SLO/SLA coverage, observability gaps, toil, alerting blind spots, and reliability anti-patterns
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- ▌ UI Animate 2 · manastalukdarAdd purposeful animations and transitions to UI — enforces motion budget, bans bounce/elastic easing, and requires prefers-reduced-motion fallbacks on every animated element
- ▌ UI Typeset 2 · manastalukdarFix typography hierarchy, font choices, type scale, and line-length in UI files — applies register-aware rules (brand vs product) with concrete CSS fixes
- ▌ Understand 2 · manastalukdarProject architecture analysis to understand structure, patterns, and dependencies
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- ▌ Loop Design 2 · manastalukdarPre-flight readiness checklist for a new loop before enabling unattended execution — verifies maker/checker split, state file, budget caps, denylist, kill switch, attempt cap, and human escalation paths
- ▌ Loop Verify 2 · manastalukdarIndependent verification agent for loop-produced changes — runs tests, confirms diff scope, and issues APPROVE / REJECT / ESCALATE_HUMAN. Use after any implementer agent. Never in the same role as the implementer.
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- ▌ Minimal Fix 2 · manastalukdarProduce the smallest possible code change that fixes one specific, well-scoped issue — CI failure, reviewer comment, or bug report. Never touches unrelated code and respects a safety denylist.
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- ▌ UI Colorize 2 · manastalukdarIntroduce strategic color to monochromatic or under-colored UIs — OKLCH-first palette generation with contrast validation, register-aware strategy, and specific anti-pattern warnings
- ▌ UI Critique 2 · manastalukdarDual-agent UX design review — Assessment A runs design-director heuristics while Assessment B runs visual pattern analysis; results synthesized into a prioritized critique snapshot
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- ▌ Cleanproject 2 · manastalukdarRemove debug artifacts and temporary files safely with git checkpoint protection
- ▌ Context Save 2 · manastalukdarSave current work-in-progress context as a git WIP commit — captures all staged and unstaged changes with a timestamped stash message so you can switch contexts safely and restore later. Inspired by gstack's context-save skill.
- ▌ Contributing 2 · manastalukdarContribution readiness assessment analyzing project guidelines and requirements
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- ▌ Decision Log 2 · manastalukdarRecord architectural and design decisions as structured ADR files in docs/decisions/, with auto-indexing and link suggestions to related decisions
- ▌ Devex Review 2 · manastalukdarAudit the developer experience of your project — setup friction, onboarding clarity, local dev loop speed, tooling consistency, and documentation gaps. Produces a DX scorecard and prioritized improvement list. Inspired by gstack's devex-review skill.
- ▌ Drawio Skill 2 · manastalukdar bundleUse when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, cloud architecture from Terraform or Kubernetes manifests, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Best suited when the diagram needs custom styling, rich shape vocabulary, swimlanes, or exportable images (PNG/SVG/PDF/JPG). Generates .drawio XML and exports locally via the native draw.io desktop CLI.
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- ▌ Execute Plan 2 · manastalukdarExecute implementation plans in controlled batches with validation and checkpoints
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- ▌ Interview Me 2 · manastalukdarExtract requirements one targeted question at a time before any plan or code starts — hypothesizes user intent, scores confidence, and stops at ~95% confidence.
- ▌ Issue Triage 2 · manastalukdarDiscover, deduplicate, prioritize, and label incoming GitHub issues and discussions — produce a structured priority queue with one-line summaries and suggested labels. Designed to run with /loop 2h or on demand.
- ▌ Legacy Audit 2 · manastalukdarMap modernization opportunities in a legacy codebase — identify unsupported dependencies, architecture seams, and migration paths using strangler fig, adapter, and parallel-run patterns
- ▌ Office Hours 2 · manastalukdarRun a YC-style office hours session before writing code — six forcing questions that surface wrong premises, missing constraints, and better approaches so you build the right thing the first time.
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- ▌ AI Governance 2 · manastalukdarAudit an AI/ML system for governance controls — bias risk, explainability, model risk management, data lineage, fairness metrics, and regulatory alignment (EU AI Act, NIST AI RMF)
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- ▌ Debug Session 2 · manastalukdarDocument debugging sessions with hypothesis tracking and knowledge base
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- ▌ Pr Babysitter 2 · manastalukdarHerd open pull requests through review, CI, and merge — surface aging PRs, trigger minimal-fix on CI failures, nudge for rebases, and escalate blocked ones. Designed to run with /loop 5m.
- ▌ RAG Implement 2 · manastalukdarDesign and implement Retrieval-Augmented Generation systems — chunking strategy, embedding selection, vector store setup, retrieval pipeline, re-ranking, and evaluation
- ▌ Security Scan 2 · manastalukdarComprehensive security analysis with vulnerability detection and remediation tracking
- ▌ Session Start 2 · manastalukdarBegin documented development session using Claude Code CLI's memory system
- ▌ Sessions Init 2 · manastalukdarOrganize and synchronize session directory structure based on project architecture
- ▌ Tdd Red Green 2 · manastalukdarEnforce true RED/GREEN TDD workflow with fail-first testing methodology
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- ▌ Test Mutation 2 · manastalukdarMutation testing to verify test quality with Stryker, mutmut, or go-mutesting
- ▌ Agent Evaluate 2 · manastalukdarDefine behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis, and benchmark-production gap detection
- ▌ Assumption Map 2 · manastalukdarMap and prioritize the riskiest assumptions behind a feature, product decision, or technical design — surface what would kill it if wrong, then propose the cheapest test for each
- ▌ Make It Pretty · manastalukdarImprove code readability through formatting and structure enhancements
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- ▌ Deploy Validate · manastalukdarPre-deployment validation with environment config, dependencies, DB migrations, and API compatibility checks
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- ▌ Todos To Issues · manastalukdarScan codebase for TODO comments and create professional GitHub issues with context
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- ▌ Explain Like Senior · manastalukdarSenior-level code explanations with deep technical insights and context
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- ▌ Refactor · manastalukdarStructured code restructuring preserving functionality with continuous validation
- ▌ Scaffold · manastalukdarGenerate complete feature structures based on your project patterns with full continuity
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- ▌ Test · manastalukdarIntelligent test execution based on context with automatic failure analysis and fixes
- ▌ Learn · manastalukdarRecord, list, search, and apply cross-session learnings — capture insights from completed work as JSONL entries so patterns persist across conversations and accumulate into institutional knowledge. Inspired by gstack's learn skill.
- ▌ Retro · manastalukdarRun a weekly retrospective — what shipped, what broke, what slowed you down, and what to change next week. Produces a dated retro entry and concrete action items.
- ▌ Canary · manastalukdarMonitor a deployment for errors and regressions after shipping — polls logs, error rates, and key endpoints in a configurable loop until the deployment is confirmed healthy or a problem is detected.
- ▌ Commit · manastalukdarAnalyze changes and create meaningful conventional commits with pre-commit quality checks
- ▌ LLM QA · manastalukdarInvestigate LLM output quality issues — trace hallucination root causes across context, retrieval, prompts, tool use, and workflow design
- ▌ Review · manastalukdarMulti-agent code analysis covering security, performance, quality, and architecture
- ▌ Incident Response · manastalukdarStructured production incident workflow — gather symptoms, run diagnostics, correlate recent deploys, draft a timeline and incident report
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- ▌ Container Optimize · manastalukdarDocker/container optimization for size, layers, caching, and security
- ▌ Cross Modal Review · manastalukdarRun a second-model quality gate on staged changes, a skill draft, or any generated output. A cheaper, independent model reviews the primary output for correctness, safety, and completeness before the user sees the final result.
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