Hands-on prompt engineering and LLM evaluation. Built around a diagnose-then-ship loop: forensic transcript critique ▎ that names the exact failure mode, paired with a fixer that produces complete, deployment-ready rewrites — not ▎ vague advice.
Diagnose software project risk, uncover the real blockers, and turn messy delivery problems into executable recovery plans.
Turns a user story or ticket into a verified, minimal test suite. Derives every case from a formal technique (boundary value analysis, equivalence partitioning, decision tables), reduces configuration combinations pairwise, and runs a deterministic script to prove coverage instead of just listing cases. Includes a security pass built from real OWASP findings and Playwright export.
From a local ISSUE file to a verified, committed deliverable — with a fresh-subagent acceptance gate that catches wrong screenshots and leaked logic.
Guide incidents and repeated failures through root-cause diagnosis before fixes or retries.
Before you write code, kill the causes of rework. A phase-gate skill that runs a pre-implementation diagnosis (clarify requirements, success criteria, non-goals, hidden risks) and sets up the dev environment (toolchain check, repo init, dependency/secret/config templates, DB/API contract, folder layout). Each gate must pass before moving on. Delivers a diagnosis report, a stack-selection doc, and a ready-to-build foundation to hand off to implementation.
Turn video scripts into structured retention audits — map hook failures, desertion windows, and re-engagement fixes using attention psychology.
要件を書いたはずなのに、開発途中でルール不足や仕様の曖昧さが見つかり、手戻りが発生していませんか？ Agile ScopeGuard Pro は、PM・Engineering・QA の視点から要件を整理し、Functional Specification、User Story、Acceptance Criteria、QA Test Cases、API、Workflow、リスク、Implementation Checklist まで構造化します。 開発前にスコープ・ルール・検証条件を明確にし、認識ずれと手戻りを減らします。
CodeDD can automatically perform technical due diligence on any codebase, integrating signals such as dependency vulnerabilities, key leaks, team bus factor, and test/CI coverage into a professional report with a risk score and a conclusion on whether it is worth investing in/taking over.