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• 13 repo stars
• 2 weeks ago last updated

1. ▌
   Disability Services · tinh2

   Analyze disability services software — IEP and ISP management, person-centered planning workflows, HCBS Settings Rule compliance, accommodation tracking, assistive technology integration, EVV (Electronic Visit Verification), caregiver and DSP scheduling, and outcome measurement.
   13 repo stars
2. ▌
   Disaster Prediction · tinh2

   Analyze disaster prediction and early warning systems — model accuracy for flood, earthquake, wildfire, hurricane, and tsunami hazards, data pipeline reliability from sensor networks and satellite feeds, alert distribution latency and channel coverage.
   13 repo stars
3. ▌
   Experiment Tracking · tinh2

   Audit ML experiment tracking infrastructure for reproducibility gaps, parameter logging completeness, metric capture, artifact management, and pipeline orchestration. Covers MLflow, Weights and Biases, DVC, Sacred, Neptune, Hydra configs, model registries, and produces a reproducibility scorecard (0-30) with actionable fixes for data science teams.
   13 repo stars
4. ▌
   Franchise Inventory · tinh2

   Analyze franchise inventory management for par level optimization, waste tracking and root cause analysis, and theoretical vs. actual usage variance.
   13 repo stars
5. ▌
   Internal Link Graph · tinh2

   Build the internal link graph for a site, run PageRank-style authority distribution, detect orphan pages, and recommend new internal links via embedding-based semantic similarity (not keyword matching)..
   13 repo stars
6. ▌
   Mobile Monetization · tinh2

   Audit mobile app revenue implementation -- in-app purchases, subscriptions, ad SDKs, paywall design, trial conversion funnels, and store billing compliance. Triggers: reviewing IAP flows, optimizing subscription conversion, checking ad mediation setup.
   13 repo stars
7. ▌
   Portfolio Optimizer · tinh2

   Audit investment portfolio management software for mean-variance optimization, Black-Litterman model, risk parity allocation, VaR/CVaR risk metrics, Brinson performance attribution, tax-loss harvesting rebalancing logic, Sharpe ratio calculations, efficient frontier accuracy.
   13 repo stars
8. ▌
   Pricing Sensitivity · tinh2

   Audit pricing research and sensitivity analysis systems for Van Westendorp price sensitivity meter (OPP/IDP/PMC/PME intersections), Gabor-Granger demand curves, Newton-Miller-Smith revenue extension, price elasticity econometric modeling, willingness-to-pay estimation.
   13 repo stars
9. ▌
   Rental Underwriting · tinh2

   Analyze a residential rental property as an investment — 1-4 unit single-family / duplex / triplex / quadplex, condo, townhome. Triggers: "rental analysis", "rental underwriting", "cap rate calculator", "BRRRR", "DSCR loan".
   13 repo stars
10. ▌
    Resource Estimation · tinh2

    Audit a mineral resource estimation system -- evaluate drillhole database integrity and QA/QC (CRMs, blanks, duplicates, umpire checks), geological and domain modeling quality, variogram analysis and grade interpolation methods (ordinary kriging, indicator kriging, IDW.
    13 repo stars
11. ▌
    Str Dynamic Pricing · tinh2

    Dynamic pricing engine for short-term rentals (Airbnb, VRBO, Booking.com, Direct) — sets nightly rates based on a comp set (40+ filters: bedrooms, bathrooms, amenities, location radius, rating tier), seasonality patterns (weekly + monthly + annual cycles per market).
    13 repo stars
12. ▌
    Vendor Coordination · tinh2

    Analyze vendor and contractor coordination systems for performance scoring, competitive bid evaluation, SLA compliance tracking, and vendor risk assessment.
    13 repo stars
13. ▌
    Prompt Engineering · tinh2

    Learn effective AI prompting through practice -- good vs bad prompts, context management, the STAR framework, and advanced techniques
    13 repo stars
14. ▌
    Workshop Generator · tinh2

    Generate complete workshop materials for teaching AI skills -- outlines, exercises, slides, and facilitator guides.
    13 repo stars
15. ▌
    Kiro Headless CI · tinh2

    Wire Kiro CLI into CI/CD pipelines using headless mode. Generates GitHub Actions workflows, custom agent definition files, and .kiro/skills/ slash-command skills for automated code review, dependency audits, doc generation, and PR summaries — no browser or interactive terminal required.
    13 repo stars
16. ▌
    MCP Apps Builder · tinh2

    Build MCP Apps — the interactive HTML UI primitive introduced in the 2026-07-28 MCP specification. Scaffolds UI templates, wires the JSON-RPC back-channel, declares tool manifests, and validates against the conformance suite. Use when adding visual interfaces (forms, data previews, approval flows) to an existing MCP server.
    13 repo stars
17. ▌
    Acp Multi Agent · tinh2

    Sets up and orchestrates multi-agent workflows via the Agent Client Protocol (ACP) inside Devin Desktop or any ACP-compatible editor. Configures Claude Code, Codex, Devin Local, and custom agents with shared Spaces context, then validates the setup with an end-to-end smoke test.
    13 repo stars
18. ▌
    Cursor Parallel · tinh2

    Sets up and optimizes parallel task workflows for Cursor Composer 2.5.
    13 repo stars
19. ▌
    Kiro Quick Plan · tinh2

    Fast single-pass spec-and-execute loop that mirrors Kiro 0.12's Quick Plan Mode. Triggers: you want spec-driven rigor without the three-gate approval workflow — spikes, small features.
    13 repo stars
20. ▌
    Session Handoff · tinh2

    Compress the current working session into a handoff document that a fresh session (or another person) can resume from without re-discovery. Triggers: you say "hand off this session", "write a handoff", "save context before I close this".
    13 repo stars
21. ▌
    Windsurf Spaces · tinh2

    Sets up and manages Windsurf Spaces for multi-agent workflows — discovers project context, creates properly-scoped Space configs, seeds shared context for agent sessions, and generates structured Devin handoff specs so cloud execution starts with complete, unambiguous requirements.
    13 repo stars
22. ▌
    Government Compliance · tinh2

    Audit government and federal software for FedRAMP authorization readiness (Low/Moderate/High), NIST 800-53 controls (AC, AU, CM, IA, SC, SI families), FISMA compliance, Section 508 / WCAG 2.1 AA accessibility, FOIA search and redaction, NARA records retention, FIPS 140-2 cryptography.
    13 repo stars
23. ▌
    Regulatory Compliance · tinh2

    Audit codebases for cross-industry regulatory compliance across SOX, GDPR, HIPAA, PCI-DSS, CCPA/CPRA, FedRAMP, FISMA, COPPA, and FERPA.
    13 repo stars
24. ▌
    Agent Authorization · tinh2

    Audits and implements authorization controls for production AI agent systems — policy definition, tool-call enforcement, immutable audit trails, least-privilege scoping, and MCP-layer governance. Use when shipping agents that touch production data or act on behalf of real users.
    13 repo stars
25. ▌
    Cursor Agent Safety · tinh2

    Audits and hardens Cursor agent run mode settings for Cursor 3.6+. Reviews the current run mode, writes project-appropriate classifier instructions (agent-policy.md), builds a terminal allowlist from the project's actual command usage.
    13 repo stars
26. ▌
    Alert Prioritization · tinh2

    Analyzes SIEM alert pipelines for rule optimization, alert fatigue reduction, criticality scoring, asset-based prioritization, and correlation rule design using NIST CSF and detection engineering principles..
    13 repo stars
27. ▌
    Catastrophe Modeling · tinh2

    Analyze catastrophe modeling systems for natural disaster exposure, PML estimation, and reinsurance optimization. Use when: 'assess cat model', 'evaluate disaster exposure', 'review PML calculations', 'audit reinsurance program', 'check exposure data quality', 'analyze hurricane/earthquake risk models', 'evaluate Oasis or RMS setup'.
    13 repo stars
28. ▌
    Clinical Data Review · tinh2

    Review clinical data models and APIs for HL7 FHIR conformance, terminology standards, interoperability, and clinical workflow correctness. Triggers: 'check FHIR compliance', 'review clinical data model', 'audit HL7 conformance', 'validate medical terminology codes'.
    13 repo stars
29. ▌
    Curriculum Optimizer · tinh2

    Audit curriculum management software for learning outcome alignment, pacing guide optimization, standards coverage mapping (Common Core, NGSS, state standards), differentiation support, assessment design quality, and content gap detection across grade levels and subjects..
    13 repo stars
30. ▌
    Defense Supply Chain · tinh2

    Analyze defense supply chain systems — DFARS compliance assessment, CMMC cybersecurity readiness, sole-source and DMSMS risk identification, counterfeit parts prevention per SAE AS6171, ITAR export control verification, and supplier tier mapping.
    13 repo stars
31. ▌
    Inventory Allocation · tinh2

    Analyze an inventory allocation system for demand-driven distribution accuracy, store clustering methodology, safety stock optimization, markdown timing, replenishment logic, and omnichannel inventory visibility..
    13 repo stars
32. ▌
    Litigation Predictor · tinh2

    Audit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits), settlement range modeling (Monte Carlo simulation, comparable case matching, BATNA analysis).
    13 repo stars
33. ▌
    Material Forecasting · tinh2

    Analyze material forecasting and requirements planning systems including MRP/MRP II logic evaluation, BOM explosion accuracy, supplier lead time variability tracking, seasonal demand pattern detection, fabric yield and marker efficiency optimization, MOQ aggregation strategies.
    13 repo stars
34. ▌
    Medication Adherence · tinh2

    Analyze medication adherence and management platforms including dose tracking accuracy (MPR, PDC metrics), drug-drug and drug-food interaction checking completeness, refill prediction algorithms, dosage schedule optimization with conflict detection.
    13 repo stars
35. ▌
    Mental Health Clinic · tinh2

    Analyze mental health clinic and therapy practice software including appointment scheduling optimization with no-show backfill, therapist-client matching algorithms (specialization, modality, caseload balance), session documentation workflows (SOAP, DAP, BIRP templates).
    13 repo stars
36. ▌
    Procurement Analysis · tinh2

    Audit procurement and procure-to-pay systems for spend analytics (Pareto analysis, tail spend visibility), supplier consolidation opportunities, Kraljic matrix category management, maverick spending detection, contract compliance and utilization tracking, three-way PO matching.
    13 repo stars
37. ▌
    Production Budgeting · tinh2

    Audit film, television, and digital content production budgets for above-the-line (ATL) and below-the-line (BTL) cost accuracy, SAG-AFTRA/DGA/WGA/IATSE union rate compliance, fringe and payroll tax calculations, VFX bid variance analysis, post-production cost validation.
    13 repo stars
38. ▌
    Production Optimizer · tinh2

    Audit manufacturing production optimization systems for OEE (Overall Equipment Effectiveness) calculation accuracy, Six Big Losses categorization, job shop and flow shop scheduling algorithms (LP, MIP, constraint programming, genetic algorithm), Theory of Constraints bottleneck detection.
    13 repo stars
39. ▌
    Retirement Optimizer · tinh2

    Audit retirement planning software for projection model accuracy, asset allocation by age, Social Security optimization, tax-advantaged account strategy, withdrawal sequencing including Roth conversion ladders, Monte Carlo simulation quality, and inflation adjustment methodology..
    13 repo stars
40. ▌
    Returns Optimization · tinh2

    Audit e-commerce and retail product return systems for return rate reduction strategies, reverse logistics efficiency, refurbishment routing, fraud detection in returns, and return reason analytics. Use when reviewing order management systems, RMA workflows, warehouse return processing, disposition engines, or retail loss prevention tools.
    13 repo stars
41. ▌
    Kiro Custom Agent · tinh2

    Design, configure, and iterate on custom Kiro agents using the 1.0 Markdown agent format. Covers tool-access tags (read | write | shell | web), capability-based permissions.yaml, Natural Language Hooks, and inline MCP server declarations. Produces production-ready .kiro/agents/*.md files ready to commit.
    13 repo stars
42. ▌
    Perplexity Search · tinh2

    AI-powered web search and research using the Perplexity API (Sonar models). Performs deep web research with citations, fact-checking, competitive analysis, market research, and technical documentation lookup. Supports streaming responses, search domain filtering, and recency filtering.
    13 repo stars
43. ▌
    Ultracode Effort · tinh2

    Structured guide for deciding when to invoke Claude Code's ultracode mode, how to run a slice-first pilot, set token budgets, and switch effort levels per task. Prevents surprise token bills on wide codebase operations.
    13 repo stars
44. ▌
    Brand Safe Design Pass · tinh2 bundle

    Raise a site's perceived production value with a rigorous UI/UX pass while PROVING no user-facing word changed. Triggers: the user says "make it look expensive", "premium design pass", "make it feel designed", "rigorous design audit".
    13 repo stars
45. ▌
    Mobile Security Review · tinh2

    Audit mobile apps against OWASP Mobile Top 10 (M1-M10): credential hardcoding, supply chain dependencies, insecure auth/token storage (Keychain/Keystore), input validation (deep links, WebView XSS), certificate pinning (OkHttp, TrustKit, Alamofire), privacy (PII in logs, clipboard.
    13 repo stars
46. ▌
    Ad Yield Optimization · tinh2

    Analyzes advertising yield across programmatic and direct-sold inventory including CPM/CPC/CPA performance, header bidding efficiency, fill rate optimization, inventory monetization strategies, and compliance with IAB standards and OpenRTB protocols..
    13 repo stars
47. ▌
    AI Citation Optimizer · tinh2

    Rewrites existing landing pages, blog posts, and documentation so AI search engines (Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini) cite them. Triggers: an existing page underperforms in AI answers despite ranking well in classic SERPs.
    13 repo stars
48. ▌
    Fundraising Optimizer · tinh2

    Analyze nonprofit fundraising software for RFM donor segmentation, campaign performance modeling with A/B testing, recurring giving retention and failed payment recovery, major gift prospect scoring using capacity-affinity-propensity frameworks, event ROI calculation.
    13 repo stars
49. ▌
    Healthcare Compliance · tinh2

    Audit a healthcare software codebase for HIPAA Privacy and Security Rule compliance, HITECH breach notification readiness, 21st Century Cures Act interoperability requirements, and state-level regulatory gaps..
    13 repo stars
50. ▌
    Interview Kit Builder · tinh2

    Generate a complete structured interview kit for a role — 3-5 role-specific competencies, one behavioral (STAR-format) question per competency, 1-5 scoring rubric with explicit behavioral anchors at each level, per-panel scorecards, interviewer debrief template.
    13 repo stars
51. ▌
    Production Scheduling · tinh2

    Audit factory production scheduling systems for finite capacity planning, Drum-Buffer-Rope (DBR) Theory of Constraints implementation, dispatching rules (EDD, SPT, critical ratio), sequence-dependent changeover optimization, MRP integration.
    13 repo stars
52. ▌
    Underwriting Analysis · tinh2

    Analyze insurance underwriting systems for risk assessment accuracy, pricing adequacy, and portfolio exposure management.
    13 repo stars
53. ▌
    Analytics Tracking · tinh2

    Set up production-ready event tracking with Amplitude, Mixpanel, PostHog, or GA4. Triggers: you need analytics, event tracking, user tracking, product analytics, usage metrics.
    13 repo stars
54. ▌
    Push Notifications · tinh2

    Add push notifications to my app — set up FCM, APNs, or OneSignal for Flutter, React Native, Expo, or web with permission flows, foreground and background handlers, notification channels, topic subscriptions, deep link routing, and device token management
    13 repo stars
55. ▌
    Claude Agent Billing Audit · tinh2

    Audits your codebase for Claude Agent SDK usage affected by Anthropic's June 15 2026 billing split.
    13 repo stars
56. ▌
    Therapist Documentation · tinh2

    Audit therapy and behavioral health documentation platforms for clinical quality and regulatory compliance.
    13 repo stars
57. ▌
    App Store Optimization · tinh2

    Analyzes App Store and Play Store listing optimization -- keyword research, title optimization, screenshot conversion analysis, A/B testing setup, review sentiment analysis, competitor gaps, and localization coverage..
    13 repo stars
58. ▌
    Bookkeeping Automation · tinh2

    Analyze bookkeeping automation systems for transaction categorization, bank reconciliation, AP/AR efficiency, chart of accounts optimization, and month-end close using GAAP and double-entry accounting patterns..
    13 repo stars
59. ▌
    Caregiver Coordination · tinh2

    Analyze caregiver coordination platforms for scheduling optimization, task assignment, handoff communication, family/professional caregiver integration, care plan compliance, burnout prevention, and documentation workflows..
    13 repo stars
60. ▌
    Case Outcome Predictor · tinh2

    Audit legal case prediction systems for bias, fairness, accuracy, and ethical guardrails. Use when: 'check my prediction model for bias', 'audit case outcome fairness', 'evaluate legal ML model', 'review sentencing prediction ethics', 'analyze bail risk algorithm', 'fairness metrics for justice system AI'.
    13 repo stars
61. ▌
    Cost Overrun Predictor · tinh2

    Audit construction project management software for budget tracking accuracy, earned value management (EVM) formula correctness, risk factor modeling, schedule-cost integration, change order workflow completeness, and early warning detection..
    13 repo stars
62. ▌
    Customer Success Audit · tinh2

    Audit any product from a Customer Success Manager perspective -- evaluate onboarding flow completeness, self-service help infrastructure, customer health signal tracking, support channel accessibility, expansion and retention triggers, and customer communication systems.
    13 repo stars
63. ▌
    Franchise Benchmarking · tinh2

    Benchmark franchise locations by comparing top and bottom quartile performance across revenue, profitability, and operational scores.
    13 repo stars
64. ▌
    Maintenance Scheduling · tinh2

    Analyze preventive and predictive maintenance scheduling systems including CMMS/EAM work order optimization, asset condition scoring with Facility Condition Index, PM compliance tracking, maintenance backlog reduction, reliability-centered maintenance strategy.
    13 repo stars
65. ▌
    Pharma Quality Control · tinh2

    Audit pharmaceutical QC laboratory operations -- OOS/OOT investigations, stability program trending, analytical method validation status, release testing optimization, and specification compliance..
    13 repo stars
66. ▌
    Predictive Maintenance · tinh2

    Audit manufacturing predictive maintenance systems for OPC-UA/MQTT sensor data pipelines, time-series storage retention, ML model lifecycle (training-serving skew, drift detection, retraining triggers), MTBF/MTTF/MTTR reliability calculations, Weibull survival analysis.
    13 repo stars
67. ▌
    Regulatory Submissions · tinh2

    Audit a pharmaceutical regulatory submission system -- evaluate eCTD backbone assembly and XML validation, CTD module completeness (Modules 1-5), FDA ESG and EMA CESP gateway integration, document authoring and publishing workflows, ICH M4/M8/E3 guideline compliance.
    13 repo stars
68. ▌
    Sustainability Metrics · tinh2

    Audit ESG reporting software and sustainability metric accuracy. Analyzes Environmental (Scope 1/2/3 emissions, water, waste, biodiversity), Social (workforce diversity, pay equity, human rights due diligence), and Governance (board composition, ethics, risk) data collection against GRI.
    13 repo stars
69. ▌
    Volunteer Coordination · tinh2

    Analyze volunteer management platforms for skill-based matching algorithms, shift scheduling optimization, availability tracking, and retention analysis.
    13 repo stars
70. ▌
    Workplace Risk Scoring · tinh2

    Audit workplace risk scoring systems and occupational safety programs -- evaluate job hazard analysis (JHA/JSA) methodology and task-level hazard identification, risk matrix calibration for likelihood and consequence scales, exposure assessment accuracy for chemical, noise, vibration.
    13 repo stars
71. ▌
    MCP Enterprise Auth · tinh2

    Audit and configure enterprise-managed MCP authorization (EMA) for organizations using Okta and Claude Team/Enterprise. Inventories current connector state, generates Okta provisioning configuration, validates scope assignments by IdP group, and produces a per-connector access report. Works across Claude Chat, Claude Code, and Cowork.
    13 repo stars
72. ▌
    AI Spend Optimizer · tinh2

    Audits your AI coding tool costs across GitHub Copilot, Claude Code, Cursor, Windsurf, and other subscriptions. Analyzes usage patterns, calculates real monthly costs under token-based billing, flags budget risk, and generates a concrete optimization plan — including when switching tools makes financial sense.
    13 repo stars
73. ▌
    Environmental Compliance · tinh2

    Audit environmental software for EPA reporting (CEDRI, NetDMR, RCRAInfo), Clean Air Act (Title V, NESHAP, CEMS, TRI), Clean Water Act (NPDES, SWPPP, SPCC), RCRA hazardous waste tracking (manifests, biennial reports), NEPA environmental impact assessment workflows, GHG reporting.
    13 repo stars
74. ▌
    Manufacturing Compliance · tinh2

    Audit manufacturing software for FDA 21 CFR Part 11 (electronic records, e-signatures, audit trails), ISO 9001/13485/14001/45001 quality management (document control, CAPA, nonconformance), GMP batch records and cleaning validation, lot/serial traceability (forward, backward, process.
    13 repo stars
75. ▌
    Behavioral Segmentation · tinh2

    Analyze behavioral segmentation systems for RFM scoring, cohort tracking, churn propensity, engagement scoring, persona clustering, and journey mapping using behavioral economics frameworks..
    13 repo stars
76. ▌
    Content Cannibalization · tinh2

    Detect content cannibalization on a site — multiple URLs ranking (or impressing) for the same query, splitting click-through, diluting authority, and confusing Google about which URL is canonical for the intent..
    13 repo stars
77. ▌
    Extraction Optimization · tinh2

    Optimize mining extraction operations by analyzing ore grade control, processing plant throughput, metallurgical recovery rates, energy consumption, and water balance.
    13 repo stars
78. ▌
    Merchandising Analytics · tinh2

    Analyze retail merchandising systems including planogram optimization (space-to-sales alignment, fair share index, sales per linear foot), visual merchandising effectiveness for in-store displays and e-commerce product pages, market basket analysis with association rule mining (Apriori.
    13 repo stars
79. ▌
    Student Personalization · tinh2

    Audit adaptive learning and student personalization systems for pedagogical quality. Triggers: you need to evaluate learning path algorithms (branching, remediation, acceleration).
    13 repo stars
80. ▌
    Technician Productivity · tinh2

    Analyze field service technician productivity and workforce efficiency.
    13 repo stars
81. ▌
    Therapy Personalization · tinh2

    Evaluate physical therapy personalization and adaptive treatment systems.
    13 repo stars
82. ▌
    Gemini CLI Migration · tinh2

    Migrate Gemini CLI workflows to a new AI coding tool (Claude Code, Antigravity CLI, or Codex CLI). Triggers: Gemini CLI free-tier access ends June 18 2026 or when switching AI coding CLIs.
    13 repo stars
83. ▌
    Claude Model Router · tinh2

    Auto-select the optimal Claude model tier (Haiku 4.5, Sonnet 4.6, or Opus 4.8) for each task based on complexity signals, latency requirements, and budget constraints — minimizes cost without sacrificing output quality.
    13 repo stars
84. ▌
    Climate Risk Agriculture · tinh2

    Analyze agricultural climate risk systems for weather impact modeling, crop insurance, drought/flood prediction, soil moisture, and carbon tracking. Triggers: 'assess crop climate risk', 'evaluate weather yield models', 'review crop insurance integration'.
    13 repo stars
85. ▌
    Research Data Management · tinh2

    Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data governance frameworks and lifecycle management, assess metadata schema quality (Dublin Core, DataCite, DDI.
    13 repo stars
86. ▌
    Copilot Model Routing · tinh2

    Intelligent task-to-model routing for GitHub Copilot's multi-lab model picker (2026).
    13 repo stars
87. ▌
    Opencode Model Router · tinh2

    Sets up and optimises an OpenCode terminal-agent project: installs the CLI, configures multi-provider routing (Claude for hard tasks, Qwen/open-weight for fast tasks, Ollama for offline/air-gap), wires LSP servers for your stack, and enforces a spending-cap policy.
    13 repo stars
88. ▌
    Dynamic Skill Loader · tinh2

    Auto-detects the current project's technology stack and hot-loads context-appropriate skills at session start using Claude Code's SessionStart hook with reloadSkills: true.
    13 repo stars
89. ▌
    Fallback Model Setup · tinh2

    Configures Claude Code's fallbackModel chain, --safe-mode troubleshooting protocol, and /cd workspace hygiene for production-resilient autonomous coding sessions. Audits current settings, installs the optimal three-model fallback chain, and documents a fast debugging loop. Requires Claude Code v2.1.166+.
    13 repo stars
90. ▌
    Gpt 5 6 Tier Routing · tinh2

    Autonomously selects the right GPT-5.6 tier (Sol / Terra / Luna) for each coding task based on scope, file count, and planning complexity — then applies explicit cache breakpoints for SKILL.md files and system prompts. Reduces monthly AI coding costs by 50–80% without sacrificing output quality on complex tasks.
    13 repo stars
91. ▌
    Sonnet5 Effort Tuner · tinh2

    Audits your active Claude Code sessions and CLAUDE.md projects, then recommends the optimal reasoning effort level (low/medium/high) for each workflow type. Configures claude-sonnet-5 as the pinned model with per-workflow effort settings, explains the token cost trade-offs, and validates the change is working as expected.
    13 repo stars
92. ▌
    Requirements Verification · tinh2

    Autonomous requirements analysis agent. Parses a spec file (SPEC.md, requirements doc, or any plain-text specification) and runs a structured pass to surface logical contradictions, ambiguous requirements, and underdefined gaps — before any implementation begins.
    13 repo stars
93. ▌
    MCP Protocol Migration · tinh2

    Migrates an MCP server from the original session-oriented protocol to the 2026 stateless spec (finalising July 28, 2026). Upgrades tool schemas to JSON Schema 2020-12, adds cloud-native routing headers, hardens OAuth 2.0/OIDC wiring, and wires W3C Trace Context for observability. Works on TypeScript and Python MCP SDK projects.
    13 repo stars
94. ▌
    Copilot Credits Audit · tinh2

    Audits GitHub Copilot AI Credit usage patterns before the June 2026 flex-billing transition.
    13 repo stars
95. ▌
    Cursor Seat Optimizer · tinh2

    Audits your Cursor Teams usage data and produces a right-sized Standard vs Premium seat assignment plan, saving typical teams 20–40% vs blanket Premium upgrades.
    13 repo stars
96. ▌
    Gpt 5 5 Agentic Setup · tinh2

    Migrates your agentic coding pipeline to GPT-5.5 — audits the current model config, switches the API endpoint, validates tool-call compatibility (including parallel-call race conditions), runs Terminal-Bench-style smoke tests, and rewrites system prompts for GPT-5.5's agentic strengths. Safe to run on existing projects.
    13 repo stars
97. ▌
    Image Storage Optimization · tinh2

    Audits and implements mandatory image resizing and compression for all uploaded user images to reduce storage costs while preserving visual quality.
    13 repo stars
98. ▌
    Public Resource Allocation · tinh2

    Audit public sector and government resource allocation systems for budget optimization algorithms (zero-based, incremental, performance-based), service demand forecasting (ARIMA, Prophet, regression), equity-based distribution scoring (CDC SVI, environmental justice indices.
    13 repo stars
99. ▌
    Claude Code Hooks Setup · tinh2

    Autonomous Claude Code hooks configurator. Audits your project's existing .claude/settings.json hook setup, then installs a production-grade suite: PreToolUse safety enforcement (blocks rm -rf, sudo writes, secret leaks), PostToolUse auto-formatting and lint gates.
    13 repo stars
100. ▌
     Background Agent Pr Driver · tinh2

     Configures Claude Code's July 2026 async workflow: background agents that auto-commit, push, and open draft PRs when worktree tasks finish.
     13 repo stars