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github ericyoung 183 alpha insights harness enforced ai business research skill for claude code and codex desktop github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes code quality enforce quality at merge application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all solutions resources explore by topic ai software development devops security view all topics explore by type customer stories events webinars ebooks reports business insights github skills support services documentation customer support community forum trust center partners view all resources open source community github sponsors fund open source developers programs security lab maintainer community accelerator github stars archive program repositories topics trending collections enterprise enterprise solutions enterprise platform ai powered developer platform available add ons github advanced security enterprise grade security features copilot for business enterprise grade ai features premium support enterprise grade 24 7 support pricing search or jump to search code repositories users issues pull requests search clear search syntax tips provide feedback we read every piece of feedback and take your input very seriously include my email address so i can be contacted cancel submit feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message ericyoung 183 alpha insights public notifications you must be signed in to change notification settings fork 8 star 49 code issues 1 pull requests 0 actions projects security and quality 0 insights additional navigation options code issues pull requests actions projects security and quality insights ericyoung 183 alpha insights main branches tags go to file code open more actions menu folders and files name name last commit message last commit date latest commit history 49 commits 49 commits assets assets frameworks frameworks methodology methodology references references resources resources scripts scripts gitignore gitignore changelog md changelog md install_for_agents md install_for_agents md license license readme md readme md skill md skill md launch md launch md robots txt robots txt sitemap xml sitemap xml view all files repository files navigation readme mit license more items alpha insights bizadvisor elite analyst methodology and frameworks coded into a skill what is alpha insights alpha insights is a professional business analysis ai assistant for claude code compatible runtimes and codex desktop it produces in depth decision ready research reports the kind a senior analyst would deliver why this is not just prompts alpha insights enforces the research workflow with runtime checks not only instructions html_write_guard prevents premature report writing before required artifacts are ready stage gates validate each research stage including the stage 3 5 interview gate resume_check catches broken or inconsistent run state before continuing progress logging and persisted artifacts make long research runs auditable instead of ephemeral why alpha insights typical ai analysis alpha insights generic surface level framework driven 19 professional analysis frameworks no source tracing evidence chain every conclusion tagged with source confidence single data source multi track parallel search with triangulation one shot output interactive iteration progressively deeper insights skips steps silently harness enforced script based gates not just prompt instructions see it in action view demo report html a competitive analysis of china s ev charging industry compact public demo with executive summary porter s five forces competitive positioning charts evidence graded findings and strategic recommendations generated in one session it is a tier 2 topic brief sample not a full tier 3 deep report read the v4 1 launch note why alpha insights treats serious ai research as a harness enforced workflow not another prompt pack core value l1 efficiency replacement save 60 desk research time l2 capability surpass methodology driven output on par with senior analysts l3 experience compound every research compounds into knowledge assets v4 harness engineering prompt instructions are probabilistic ai tends to skip steps as context fills up v4 invests in the execution environment instead of just prompts state machine tracks research stage tier loaded frameworks interview status 7 stage stage 3 5 gate validators auto check deliverables before advancing pass fail warn evidence numeric integrity gate blocks stale entity claims weak source strong recommendations and unlinked headline chart numbers hook automation html write guard auto gate checks incremental file persistence dual platform adapters native frontmatter hooks for claude code compatible runtimes codex wrappers for codex desktop quality dashboard one screen overview of all quality metrics before report generation features thinking os 9 methodologies mece issue tree hypothesis driven pyramid principle triangulation pre mortem first principles ach analysis of competing hypotheses expert interview research frameworks 19 original 3a 8 steps strategy end to end methodology from industry landscape to strategic convergence classic strategy porter s five forces value chain swot pestel bcg matrix business model business model canvas platform canvas unit economics market tam sam som competitive positioning industry lifecycle innovation disruption theory blue ocean strategy jobs to be done planning playing to win three horizons flywheel scp 10 research scenarios scenario coverage industry research market size growth drivers value chain key players ️ competitive analysis landscape rival strategies differentiation response product analysis features ux comparison positioning iteration business model model teardown revenue logic unit economics opportunity discovery value gaps unmet needs emerging trends market entry new market feasibility entry path go to market investment decision due diligence valuation investment thesis strategic planning annual 3 year plan goals roadmap due diligence risk review compliance background check ad hoc advisory policy impact trend analysis event assessment quick start install recommended ask your ai coding agent install alpha insights from this repository follow install_for_agents md exactly codex desktop direct install git clone https github com ericyoung 183 alpha insights git cd alpha insights python3 scripts install_codex py verify claude code compatible install install this repository as the alpha insights skill package for the standard claude code skill directory git clone https github com ericyoung 183 alpha insights git mkdir p claude skills rm rf claude skills alpha insights cp r alpha insights claude skills alpha insights python3 claude skills alpha insights scripts verify_cloudcode py skill root claude skills alpha insights keep the root skill md frontmatter hooks intact if your runtime uses a different skill root copy the same package directory there and run the verifier with that path usage after installation ask a business analysis question user analyze the competitive landscape of the ev charging industry in china alpha insights will automatically identify the research scenario competitive analysis select matching frameworks porter s five forces competitive positioning run multi track parallel data search generate a structured html research report data source configuration works out of the box source description how public channels industry reports analyst research filings news policy docs search engine web scraping expert interviews custom interview guides recording templates analysis guidance built in methodology optional extensions source description required setup xiaohongshu rednote consumer sentiment product feedback trend signals public web search or a separately installed private adapter the github package does not bundle provider specific collection scripts knowledge base historical reports industry notes knowledge base cli notion connector or another available knowledge base tool internal data business metrics user behavior available database or data warehouse tool unconfigured data sources are automatically skipped core functionality is not affected internal data setup sql examples in skill files use project table_name placeholders once you configure a database or data processing tool the ai will discover available tables through the current environment s table search query capability no manual replacement needed directory structure alpha insights skill md main file workflow orchestration v4 1 4 install_for_agents md agent first installation contract changelog md version history readme md this file frameworks 19 analysis frameworks _index md framework routing table 3a_8steps_strategy md porters_five_forces md methodology 9 methodologies mece md hypothesis_driven md resources execution resources stage 3 5 input data_sources md research_engine md judgment_rules md quality_review md independent quality review iqr anti_patterns md references report standards stage 6 7 output report_standards md report_template html scripts install_codex py codex desktop installer verify_codex py codex desktop verifier verify_cloudcode py claude code compatible verifier report_helper py reportbuilder for html generation codex_hooks codex hook wrappers harness v4 harness engineering state_manager py stage_gate py dashboard py resume_check py validators 7 stage stage 3 5 gate validators hooks automation hooks sample output reports generated by alpha insights follow this structure research report executive summary 1 page key findings 3 5 detailed analysis industry overview competitive landscape key player profiles opportunities risks strategic recommendations appendix source list a b c d graded evidence base data quality grading grade standard confidence a 3 independent sources cross validated high b 2 sources cross validated ️ moderate c single authoritative source ️ suggest further validation d single source questionable reliability reference only contributing contributions welcome fork the repo create a feature branch git checkout b feature amazing feature commit your changes git commit m add amazing feature push to the branch git push origin feature amazing feature open a pull request areas to contribute new analysis frameworks methodology improvements additional data source adapters test cases license mit license acknowledgments classic frameworks by michael porter five forces value chain boston consulting group bcg matrix mckinsey company three horizons hypothesis driven clayton christensen disruption theory jtbd jim collins flywheel alexander osterwalder business model canvas author eric young original framework 3a 8 steps strategy core philosophy encode methodology into code about harness enforced ai business research skill for claude code and codex desktop ericyoung 183 github io alpha insights topics open source consulting framework skill due diligence business intelligence strategy codex market research ai agents claude ai research business analysis competitive analysis ai agent prompt engineering ai workflow claude code codex desktop alpha insights resources readme license mit license uh oh there was an error while loading please reload this page activity stars 49 stars watchers 1 watching forks 8 forks report repository releases 15 v4 1 dual platform release and codex desktop support latest may 22 2026 14 releases packages 0 uh oh there was an error while loading please reload this page contributors uh oh there was an error while loading please reload this page languages python 61 9 html 38 1 footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal information you can t perform that action at this time