Hanh Ngô
Community@hanh-nd · Hanoi
Hanh Ngô maintains a 25-skill registry covering the full software delivery lifecycle: research, planning, code review, refactoring, testing, and persistent project memory.
Agent Skills by Hanh Ngô
Showing 24 vetted skills indexed across 1 GitHub repositories.
wiki
Compile handoffs and conversations into a persistent project knowledge wiki.
recall
Search persistent memory for context relevant to the current question.
init-digest
Initializes optional local conversation digesting for Memory Kit with a specified model.
make-skill
Creates and validates AI agent skills using test-driven development methodology.
research
Conducts multi-source technical research and produces a verified report with confidence-tiered findings.
validate
Validates skill outputs against frozen expectations in a bounded PASS/FAILED retry loop.
brainstorm
Transforms raw ideas into consensus-backed Design Briefs through structured discovery and challenge.
plan
Generates implementation plans, work breakdowns, and test mappings as saved handoff files.
investigate
Diagnose bugs and failing tests by verifying root causes with evidence before any fix.
clarify
Resolves ambiguities in acceptance criteria before implementation planning begins.
code-refactor
Analyzes code structure and produces a refactor proposal without modifying files.
code-review
Reviews diffs, PRs, and commits with evidence-backed findings across critical and informational categories.
code
Implements WBS plans and investigation reports by editing files, running tests, and logging decisions.
delegate
Delegates tasks to external agent CLIs like Gemini, Claude, or Codex with optional handoff context.
code-simplify
Improves code readability through renames, guard clauses, and dead-code removal without changing behavior.
debate
Stress-test prior skill outputs through multi-round adversarial agent debate.
e2e-review
Reviews Playwright and Cypress end-to-end test diffs for requirement proof, selector stability, and CI reliability.
review
Reviews local uncommitted git changes with Jira ticket context and routes diffs to specialized review skills.
review-pr
Fetches a Bitbucket pull request, checks out the branch, and produces a full code review report.
ticket
Fetches a Jira ticket and routes it to the planning pipeline.
preview
Convert markdown documents into self-contained glanceable HTML pages with diagrams and drill-downs.
lk:init
Initializes a research foundation by aligning user intent and mapping knowledge topics.
lk:roadmap
Generates time-bound learning roadmaps from adversarial multi-agent research of NotebookLM sources.
lk:list
Lists all learning topics with status and timestamps from state JSON files.
Frequently Asked Questions About Hanh Ngô
FAQPage SchemaWhat tasks can I accomplish with Hanh Ngô's skill registry?▼
You can run the full delivery cycle: brainstorm raw ideas, clarify ambiguous acceptance criteria, produce implementation plans and WBS artifacts, investigate bugs, implement code, refactor, simplify, review PRs and E2E test diffs, validate outputs in PASS/FAILED loops, and maintain a persistent project wiki.
Who is the target audience for these skills?▼
Software engineers, tech leads, and reviewers who need structured planning before coding, rigorous semantic code review of features and diffs, E2E test review for Playwright and Cypress suites, and Jira-integrated ticket-to-plan routing within their development process.
How do the review and validation skills work in practice?▼
Append 'with /validate' to any command to run a skill and check its output in a PASS/FAILED loop. Use review-pr to fetch and check out a PR locally, review for uncommitted changes with Jira context, and e2e-review for browser test diffs with selector-stability and CI-reliability judgment.
What prerequisites or external dependencies do these skills require?▼
The delegate skill requires an external agent CLI such as Gemini, Claude, or Codex. The brainstorm and plan skills specify the gemini-3-pro-preview model. Ticket and review skills expect Jira access, and init-digest optionally sets up a local conversation digest for the Memory Kit.
Do these skills modify my codebase directly?▼
Only the code skill edits files in place while implementing a WBS or Investigation Report. code-refactor and code-simplify are analysis-oriented: code-refactor produces a Refactor Proposal without modifying files, and code-simplify improves readability without changing behavior or signatures.