project-context-sync/SKILL.md
Enforces updating a shared status file after each work session so that every agent and collaborator starts with accurate project state. Use when ending a session, completing a milestone, changing project phase, or before handing off to another agent or team member.
npx skillsauth add kayaman/skills project-context-syncInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Keep a single source of truth for project status by updating a shared context file at the end of every work session.
Maintain a context/status.md (or equivalent) at the repository root with at minimum:
| Column | Content | |--------|---------| | Project | Name of the project or workstream | | Phase | Current phase (e.g. Phase A, Phase B, GA) | | Last Milestone | Most recent completed deliverable with version or PR reference | | Next Steps | 1-3 concrete, actionable items (see rules below) |
Include a Last updated line immediately below the table with the date and a brief label (e.g. YYYY-MM-DD (topic-label)).
The status file MUST be updated at the end of every work session that touches any tracked project. Skipping an update means the next session starts with stale context.
Each next step MUST describe a concrete action that someone can start immediately.
Good:
topics table with title, created_at, user_id columns"OPENAI_API_KEY in repo secrets via setup-gh-secrets.sh"Bad:
If a task references a plan or issue, link to it so the next session can pick up without searching.
| AI Gateway | Phase A | Evaluation in progress | [confirm-gateway-choice](path/to/plan-file.md): Complete evaluation |
v0.2.0 released — CI setup + README.Do not update rows for projects that were not touched in the current session.
Keep the status table in the same Markdown format so it can be parsed by scripts or other agents. Do not add free-form prose above the table or between the table and the Last updated line.
Before ending a session, verify:
Last Milestone reflects the most recent completed deliverableNext Steps contains 1-3 specific, actionable items (not vague descriptions)Last updated date and label are currenttools
Guidance for designing charts, graphs, plots, dashboards, and data visualizations that communicate clearly and persuade. Use when creating or reviewing a visualization, choosing a chart type, picking a color palette, decluttering a busy graphic, fixing misleading axes or proportions, building a dashboard, annotating a figure, or turning data into a presentation, report, or data-driven story. Grounded in the standard data-visualization literature (Knaflic, Tufte, Cleveland & McGill, Cairo, Wilke, Munzner, Few, Berinato). Covers chart selection, graphical perception and encoding, color and accessibility, decluttering, graphical integrity, dashboards, and narrative. Does NOT cover building data pipelines or ETL, statistical modeling or analysis methods, BI tool/vendor selection, or general UI/UX layout (see ux-design-principles). Tool-agnostic, with optional Python recipes.
development
Architect and implement production-grade microservices systems in TypeScript (NestJS) and Python (FastAPI), including resilience, observability, testing, deployment, and migration guidance.
development
--- name: databricks-genie-spaces-best-practices description: Design, configure, curate, govern, monitor, and integrate Databricks AI/BI Genie Spaces — the natural-language-to-SQL surface over Unity Catalog. Covers space scoping, general instructions, parameterized example SQL, SQL functions, trusted assets, JOIN configuration, knowledge store, certified queries, benchmarks, monitoring tab, feedback loops, the Genie Conversation API, governance via Unity Catalog (row filters, column masks, embed
tools
Implement OTP and passwordless authentication on AWS for TypeScript projects using Cognito CUSTOM_AUTH triggers (default) or a custom DynamoDB-backed flow, with SES (email) and SNS (SMS) delivery. Use when the user mentions OTP, one-time password, passwordless login, magic link, Cognito custom auth, DefineAuthChallenge, CreateAuthChallenge, VerifyAuthChallengeResponse, SES verification email, SNS SMS code, or MFA over email/SMS. Covers architecture decision (Cognito vs custom), Lambda trigger handlers, SES/SNS notifiers, DynamoDB schema with TTL, rate limiting, constant-time comparison, threat model (enumeration, replay, brute force), and aws-sdk-client-mock testing.