https://akshatnaruka.github.io/aidentity/ A verified index of AI agent skills, with license and source for every entry. en Wed, 28 Oct 2026 00:00:00 GMT https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-backlog-ado/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-backlog-ado/ Audits the Azure DevOps product backlog for hygiene, story quality, and refinement readiness — identifying items that are too large, missing acceptance criteria, stale, unestimated, or out of priority order. Use when a Scrum Master or Product Owner says things like "audit the backlog", "is the backlog healthy", "review the backlog before refinement", "clean up the backlog", "check backlog hygiene", or "prepare the backlog for planning". Do not use for individual story audits — use audit-user-story for that. Do not use for sprint planning or velocity review. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-sprint-ado/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-sprint-ado/ Audits a completed or in-progress Azure DevOps sprint against Scrum and ADO best practices — checks Sprint Goal presence, work item hygiene, state transitions, field completeness, capacity tracking, and Definition of Done compliance. Surfaces findings with severity levels and offers to post a summary to the ADO wiki or add comments to specific work items. Use when anyone says things like "audit our sprint in ADO", "review the sprint in Azure DevOps", "check our ADO sprint health", "are our work items following best practices", or "sprint health check". Don't use for Jira, Sprint Planning, Daily Scrum, or Retrospective. Requires an Azure DevOps MCP connection. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-sprint-jira/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-sprint-jira/ Audits a completed or in-progress Jira sprint against Scrum and Jira best practices — checks Sprint Goal presence, issue hygiene, workflow transitions, field completeness, story point coverage, and sub-task consistency. Surfaces findings with severity levels and offers to add comments to specific issues or export a summary report. Use when anyone says things like "audit our sprint in Jira", "review the Jira sprint", "check our Jira sprint health", "are our issues following best practices", or "sprint health check in Jira". Don't use for Azure DevOps — use audit-sprint-ado instead. Don't use for Sprint Planning, Daily Scrum, or Retrospective. Requires a Jira MCP connection. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-sprint-retrospective-ado/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-sprint-retrospective-ado/ Reads an Azure DevOps retrospective — from the ADO Retrospectives extension board, a wiki page, or retro-tagged work items — and produces a structured summary of what the team said, identifies patterns and recurring themes, audits whether action items are properly tracked as work items with owners, and generates concrete suggestions. Use when anyone says things like "summarize our retro", "audit the retrospective in ADO", "what were the action items from the retro", "review the team's retrospective board", "check our retro follow-up", or "did we capture everything from the retro". Don't use for facilitating a retrospective in real time, Jira projects, or general Scrum questions. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-user-story/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/audit-user-story/ Audits an existing user story against Scrum best practices — checks INVEST criteria, story format, acceptance criteria quality, and Definition of Ready compliance. Raises findings with clear severity levels and offers to post the audit as a comment on the work item for the Product Owner or PM to act on. Use when anyone says things like "audit this story", "review this user story", "is this story ready", "check this PBI", "does this story meet best practices", or pastes a story and asks for feedback. Don't use for creating new stories, sprint planning, or general Scrum questions. Works with ADO, Jira, or a pasted story. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/daily-sync-dev/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/daily-sync-dev/ Prepares a developer's Daily Scrum update by pulling assigned Sprint Backlog items from the connected project management tool, checking recent git activity, and composing a concise Sprint-Goal-focused statement. Use when a developer says things like "prepare my standup", "daily sync update", "what did I work on", "help me with standup", or "what's my daily update". Don't use for sprint planning, backlog refinement, retrospectives, or any other Scrum ceremony. Don't use when the user is asking general questions about Scrum or the Daily Scrum format. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/dev-lead/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/dev-lead/ Acts as a technical lead pairing with a developer on a user story — reads the story, explores the codebase to understand the tech stack and existing patterns, then produces a concrete file-by-file implementation plan with specific guidance on what to change, where, and why. Use when a developer says things like "how do I implement this story", "where do I start on this PBI", "help me break down this technically", "which files do I need to change", "walk me through this story", "I need to implement #1234", or "help me plan this feature". Do not use for code review of completed work, story writing, sprint planning, or general architecture questions not tied to a specific story. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/dev-pr-description/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/dev-pr-description/ Generates a pull request description by reading the git diff and the linked user story, mapping each changed file to an acceptance criterion so reviewers know why each change exists. Use when a developer says things like "write my PR description", "generate a PR", "help me describe this pull request", "create the PR body", "what should I put in my PR", or is about to open a pull request. Do not use for code review, story writing, or general git help unrelated to a pull request. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/po-create-user-story/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/po-create-user-story/ Writes a high-quality user story from a plain-English prompt. Drafts immediately, refines through conversation, validates against INVEST, and creates the story in the connected PM tool after confirmation. Use when a Product Owner or Product Manager says things like "I need a story for…", "write a user story about…", "add to the backlog…", "create a PBI for…", "create a ticket for…", or describes a feature, user need, or problem to capture. Don't use for technical tasks with no user value framing, bug reports, spike investigations, or general Scrum questions. Don't use when the request is clearly for an epic or a full feature breakdown — write the single most valuable story and offer to split the rest. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/po-release-notes/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/po-release-notes/ Generates audience-appropriate release notes from completed Sprint work items — translating technical changes into plain-language user outcomes for stakeholders, customers, or internal teams. Use when a Product Owner says things like "write release notes", "what shipped this Sprint", "generate a changelog", "what did we deliver", "draft the release email", or "summarise what we released". Do not use for sprint review facilitation — use sprint-review for that. Do not use for velocity analysis. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/po-split-story/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/po-split-story/ Applies proven story splitting patterns to break an oversized user story or epic into sprint-sized, independently deliverable stories. Use when a Product Owner or developer says things like "this story is too big", "we need to split this", "this will not fit in a sprint", "break this epic down", "help me slice this story", or when a story fails the Small criterion in INVEST. Do not use for writing new stories from scratch — use po-create-user-story instead. Do not use for sprint planning or backlog prioritization. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sm-capacity-planning/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sm-capacity-planning/ Calculates team capacity for the upcoming Sprint by accounting for team size, Sprint length, planned time off, ceremony overhead, and individual focus factors. Outputs total developer-days available and a recommended story point commitment range. Use when a Scrum Master or team says things like "plan our capacity", "how many points can we commit to", "capacity for next sprint", "how much can we take on", or "account for holidays in the sprint". Do not use for sprint planning facilitation — use sprint-planning for that. Do not use for velocity analysis — use sm-velocity-review for that. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sm-impediment-log/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sm-impediment-log/ Helps a Scrum Master capture, track, and resolve impediments raised during Daily Scrums or Sprint events — logging them as ADO work items, assigning owners, setting target resolution dates, and surfacing overdue or recurring blockers. Use when a Scrum Master says things like "log an impediment", "track this blocker", "what are our open impediments", "any blockers from standup", "review our impediment backlog", "this needs escalating", or "what's blocking the team". Do not use for sprint planning, retrospectives, or general task tracking. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sm-velocity-review/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sm-velocity-review/ Analyses the team's Sprint velocity over recent Sprints to identify trends, variability, and planning implications — producing a velocity chart summary, average, and guidance for the next Sprint commitment. Use when a Scrum Master or team says things like "review our velocity", "what is our velocity", "how consistent are we", "velocity trend", "are we getting faster or slower", "how many points should we commit to", or "check our historical velocity". Do not use for capacity planning — use sm-capacity-planning for that. Do not use for individual sprint audits. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sprint-planning/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sprint-planning/ Facilitates Sprint Planning by helping the Scrum Team craft a Sprint Goal, select Product Backlog items, and build an initial Sprint Backlog. Use when anyone says things like "let's plan the sprint", "sprint planning", "what should we work on this sprint", "help us pick stories for the sprint", or "we need a sprint goal". Don't use for backlog refinement, story writing, Daily Scrum, Sprint Review, or Retrospective. Don't use when the team is asking general questions about how Sprint Planning works. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sprint-review/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/sprint-review/ Facilitates the Sprint Review by presenting the increment, inspecting progress toward the Product Goal, and capturing Product Backlog adaptations. Use when anyone says things like "sprint review", "demo prep", "what did we complete this sprint", "review the increment", "what's the Product Backlog looking like after this sprint", or "stakeholder demo". Don't use for the Retrospective, Daily Scrum, Sprint Planning, or general questions about how Sprint Reviews work. Don't use when the team just wants a status report. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/stakeholder-update/ https://akshatnaruka.github.io/aidentity/skills/abrahamferga-scrum-skills/stakeholder-update/ Drafts a clear, concise stakeholder update — translating Sprint progress, risks, and delivery forecasts into business language that non-technical stakeholders can act on. Use when a Product Owner or Scrum Master says things like "write a stakeholder update", "draft a status update", "send an update to the business", "prepare a progress report", "what do I tell the steering committee", "draft the weekly update", or "communicate sprint progress". Do not use for Sprint Review facilitation — use sprint-review for that. Do not use for release notes — use po-release-notes for that. Wed, 28 Oct 2026 00:00:00 GMT abrahamFerga https://akshatnaruka.github.io/aidentity/skills/addyosmani/api-and-interface-design/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/api-and-interface-design/ Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/browser-testing-with-devtools/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/browser-testing-with-devtools/ Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/ci-cd-and-automation/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/ci-cd-and-automation/ Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/code-review-and-quality/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/code-review-and-quality/ Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/code-simplification/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/code-simplification/ Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/constraint-driven-development/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/constraint-driven-development/ Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds when they have no number in mind, records everything in CONSTRAINTS.md, and watches the diff for a weakened bar — new @ts-ignore or eslint-disable suppressions, skipped or deleted tests, assertions stripped out, unimplemented stubs, thresholds edited down. Use when no quality bar is written down, when the user says "set up constraints" or "define our standards", when an agent keeps silencing checks or skipping tests to get to green, when you need a coverage or performance threshold and don't know what number to pick, or when an agent writes more code than anyone will read. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/context-engineering/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/context-engineering/ Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/debugging-and-error-recovery/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/debugging-and-error-recovery/ Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/deprecation-and-migration/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/deprecation-and-migration/ Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/documentation-and-adrs/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/documentation-and-adrs/ Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/doubt-driven-development/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/doubt-driven-development/ Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/frontend-ui-engineering/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/frontend-ui-engineering/ Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG accessibility requirements, managing state, or when the output needs to look and feel production-quality rather than AI-generated. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/git-workflow-and-versioning/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/git-workflow-and-versioning/ Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, opening or reviewing a pull request (PR), pushing to a remote, or when you need to organize work across multiple parallel streams. Use when cutting a release, choosing a semantic version bump, tagging, or writing a changelog. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/idea-refine/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/idea-refine/ Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on "ideate", "refine this idea", or "stress-test my plan". Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/incremental-implementation/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/incremental-implementation/ Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/interview-me/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/interview-me/ Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified ("build me X" without "for whom" or "why now"), when the user explicitly invokes ("interview me", "grill me", "are we sure?", "stress-test my thinking"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/observability-and-instrumentation/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/observability-and-instrumentation/ Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/performance-optimization/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/performance-optimization/ Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web Vitals or load times need improvement, when N+1 query patterns need fixing, or when profiling reveals bottlenecks. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/planning-and-task-breakdown/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/planning-and-task-breakdown/ Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/security-and-hardening/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/security-and-hardening/ Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services. Use when personal data or privacy compliance (GDPR, CCPA) is involved. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/shipping-and-launch/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/shipping-and-launch/ Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/source-driven-development/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/source-driven-development/ Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/spec-driven-development/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/spec-driven-development/ Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/test-driven-development/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/test-driven-development/ Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/addyosmani/using-agent-skills/ https://akshatnaruka.github.io/aidentity/skills/addyosmani/using-agent-skills/ Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked. Wed, 28 Oct 2026 00:00:00 GMT Addy Osmani https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/3-statement/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/3-statement/ 3-statement financial model, integrated IS BS CF, income statement projection, balance sheet forecast, cash flow statement, cross-statement balancing, financial model build, operating model, three statement model, integrated financial statements Wed, 28 Oct 2026 00:00:00 GMT agentii-ai https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/comps/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/comps/ Comparable company analysis, trading comps, peer multiples, EV/EBITDA comparison, P/E benchmarking, comps table, relative valuation, industry multiples, precedent transactions, trading comparable analysis # Curated subset — provenance RECORDED 2026-09-21 (spec 058 T004/T005, FR-051). # # This value was NOT curated and reviewed. It reached the generated # `skill-registry.yaml` first, by a hand-edit of that file on 2026-09-20 (commit # `aea28b1`, "test and debug"), which put the repo red on Check 31 — the registry said # `[retrieval-scope]` while this file declared no `essentials_modes` at all. Spec 058 # then reconciled the divergence by declaring the registry's value here, which is the # declaration FR-051 asks for (the source of truth is this file; `sync-registry.sh` # regenerates the registry from it — `sync_registry.build_entries()` reads # `essentials_modes` straight from this frontmatter, so a hand-edit to the registry # cannot survive a check). # # What is still OPEN is the curation itself: nobody has judged whether # `retrieval-scope` is the right default for this skill. The kit's only documented # derivation, `essentials_modes = first <=3 modes` (scripts/mode_backfill.py), would # give `[preflight, triggers, defaults]` — this file's own document sections, not # analysis modes — which is why that derivation is not what was applied. Note the # asymmetry a reviewer should start from: `reverse-dcf` declares the SAME five modes # (`preflight, triggers, defaults, methodology, retrieval-scope`) and defaulted to # `[methodology]`, which is what `depth_to_modes`'s own fallback prefers where it # exists. Two skills, identical declared sets, different answers, no recorded reason. # Owner: whoever owns this skill's methodology. Wed, 28 Oct 2026 00:00:00 GMT agentii-ai https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/dcf/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/dcf/ DCF valuation model, discounted cash flow, intrinsic value, WACC calculation, terminal value, free cash flow projection, equity value per share, DCF sensitivity analysis, unlevered free cash flow, present value calculation, build a DCF Wed, 28 Oct 2026 00:00:00 GMT agentii-ai https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/full-equity-research/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/full-equity-research/ The Auto 档 scenario — a soft-plan orchestrator for a complete fundamental equity research thesis: understand → financials → valuation → synthesize. The body is a soft plan (stages), not a rigid DAG; correctness is enforced by each referenced skill's own requires: preconditions, never by this plan's rigidity (Q2). Wed, 28 Oct 2026 00:00:00 GMT agentii-ai https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/lbo/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/lbo/ LBO model, leveraged buyout, private equity acquisition, sources and uses, debt schedule, returns waterfall, sponsor IRR, MOIC calculation, PE exit analysis, LBO valuation Wed, 28 Oct 2026 00:00:00 GMT agentii-ai https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/med-market-sizing/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/med-market-sizing/ Patient-flow market sizing for med products — prevalence → diagnosed → interested → affordable → covered → treated → persistent, priced as price × duration per cohort, with capacity constraints, named historical analog anchoring, and always bull/base/bear named-driver grids. Use to size a therapy area or product market before any valuation or share work. Wed, 28 Oct 2026 00:00:00 GMT agentii-ai https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/peer-bench/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/peer-bench/ Peer benchmarking, multi-ticker financial comparison, growth value matrix, composite z-score ranking, industry peer comparison, competitive benchmarking, sector relative performance, peer group analysis, industry leader comparison, financial ratio benchmarking Wed, 28 Oct 2026 00:00:00 GMT agentii-ai https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/peer-bench-med/ https://akshatnaruka.github.io/aidentity/skills/agentii-ai-agentii-investment-intelligence/peer-bench-med/ Med peer benchmarking: select actual biotech/pharma peers via the med universe (drug/indication overlap where possible) and compare med-relevant metrics — pipeline depth, catalyst density, cash position, margins, valuation multiples. Wed, 28 Oct 2026 00:00:00 GMT agentii-ai