manastalukdar
- 167 skills
- 0 followers
- 1 day ago last updated
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- ▌ Execute Plan · manastalukdarExecute implementation plans in controlled batches with validation and checkpoints
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- ▌ Interview Me · 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 · 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 · 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 · 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 · 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 · manastalukdarDocument debugging sessions with hypothesis tracking and knowledge base
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- ▌ Pr Babysitter · 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 · manastalukdarDesign and implement Retrieval-Augmented Generation systems — chunking strategy, embedding selection, vector store setup, retrieval pipeline, re-ranking, and evaluation
- ▌ Security Scan · manastalukdarComprehensive security analysis with vulnerability detection and remediation tracking
- ▌ Session Start · manastalukdarBegin documented development session using Claude Code CLI's memory system
- ▌ Sessions Init · manastalukdarOrganize and synchronize session directory structure based on project architecture
- ▌ Tdd Red Green · manastalukdarEnforce true RED/GREEN TDD workflow with fail-first testing methodology
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- ▌ Test Mutation · manastalukdarMutation testing to verify test quality with Stryker, mutmut, or go-mutesting
- ▌ Agent Evaluate · manastalukdarDefine behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis, and benchmark-production gap detection
- ▌ Assumption Map · 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
- ▌ UI Polish · manastalukdarFinal pre-ship UI quality pass — reads the persisted critique snapshot as a prioritized backlog and implements fixes from P0 down
- ▌ Chaos Test · 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 · manastalukdarRun Lighthouse audits and implement performance, accessibility, and SEO fixes
- ▌ Post Merge · 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 · 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 · 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 · 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 · 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 · manastalukdarProject architecture analysis to understand structure, patterns, and dependencies
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- ▌ Loop Design · 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 · 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.
- ▌ Minimal Fix · 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 · manastalukdarIntroduce strategic color to monochromatic or under-colored UIs — OKLCH-first palette generation with contrast validation, register-aware strategy, and specific anti-pattern warnings
- ▌ To Prd · manastalukdarSynthesize the current conversation context and codebase into a full PRD — problem statement, user stories, implementation decisions, testing decisions, and scope boundaries. Use when user wants to turn a discussion into a formal PRD or publish requirements as an issue.
- ▌ Triage · manastalukdarMove issues through a state machine with category and state labels — classify as bug or enhancement, assign triage state, reproduce bugs, and track out-of-scope requests. Use when triaging GitHub issues, processing a backlog, or managing issue lifecycle.
- ▌ Careful · manastalukdarIntercept destructive commands before execution — rm -rf, DROP TABLE, force-push, git reset --hard, and similar irreversible operations. Prompts for confirmation and suggests safer alternatives. Inspired by gstack's careful skill.
- ▌ Caveman · manastalukdarActivate ultra-compressed communication mode that drops ~75% token usage by eliminating articles, filler, pleasantries, and hedging while preserving technical accuracy. Use when user says "caveman mode", "be brief", "less tokens", or invokes /caveman.
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- ▌ Briefing · manastalukdarGenerate a daily development briefing — recent git activity, open TODOs, pending PRs, failing tests, and session context — so you can start work immediately without manually checking multiple sources.
- ▌ CI Setup · manastalukdarConfigure CI/CD pipelines for GitHub Actions, GitLab CI, CircleCI with best practices
- ▌ CI Sweep · manastalukdarReact to CI failures on main or active branches — diagnose the failure type, propose a minimal fix for regressions, re-run flakes, and escalate infrastructure failures. Designed to run with /loop 15m.
- ▌ Graphify · manastalukdarBuild a queryable knowledge graph from the current codebase using the Graphify CLI — code, SQL schemas, docs, and more in one interactive graph
- ▌ Grill Me · manastalukdarRelentlessly interview the user about a plan or design, walking down every branch of the decision tree one question at a time until reaching shared understanding. Use when user wants to stress-test a plan, get challenged on their design, or says "grill me".
- ▌ Skillify · manastalukdarConvert a bug fix, repeated workaround, or solved problem into a permanent, testable Claude Code skill. Runs a 10-item conformance checklist before writing the skill file.
- ▌ UI Shape · manastalukdarDesign planning interview before writing UI code — produces a design brief covering register, typography strategy, color constraints, and motion budget to prevent costly rework
- ▌ Ddd Model · manastalukdarApply Domain-Driven Design — identify bounded contexts, model aggregates and value objects, map context relationships, and generate implementation scaffolding
- ▌ Dep Sweep · manastalukdarProactively discover outdated and vulnerable dependencies, apply patch and safe minor updates in isolation, verify with tests, and escalate major bumps and high-severity CVEs to a human. Designed to run with /loop 6h or /loop 1d.
- ▌ Docs Sync · manastalukdarSync documentation files with code changes — detects what changed, finds affected docs, and applies surgical updates so docs never drift from code. Works in any repo.
- ▌ Implement · manastalukdarImport and adapt code from any source to your project with validation and testing
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- ▌ UI Harden · manastalukdarProduction-readiness pass for UI — audits and fixes error states, empty states, text overflow, small touch targets, and i18n gaps before shipping
- ▌ UI Layout · 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