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projectious-work

@projectious-work source repo

465 published skills · page 2 of 5

  1. ▌
    Task Router 4 · projectious-work bundle
    Route a task description to the right processkit skill, project-specific process override, and MCP tool in a single deterministic call — use this at the start of every processkit domain task.
    0 repo stars
  2. ▌
    LLM Evaluation 2 · projectious-work
    LLM output evaluation — automated metrics, LLM-as-judge, A/B testing, regression testing. Use when measuring LLM output quality, comparing prompt or model versions, building an automated eval pipeline, setting up regression tests for prompt changes, or evaluating RAG systems and bias/safety.
    0 repo stars
  3. ▌
    Frontend Design 2 · projectious-work bundle
    Frontend architecture and UI design — component hierarchies, accessibility, performance, state management. Use when designing frontend architecture, building component hierarchies, making something accessible, optimizing Core Web Vitals, or choosing a state management approach.
    0 repo stars
  4. ▌
    Alerting Oncall 2 · projectious-work
    Alert design and on-call practices — severity, runbooks, SLO burn-rate alerting, escalation. Use when designing alerts, writing runbooks, reducing alert fatigue, setting up escalation policies, implementing SLO-based alerting, or improving on-call processes.
    0 repo stars
  5. ▌
    Infographics 2 · projectious-work bundle
    Creates data-driven infographics and charts as accessible SVG. Use when visualizing data, choosing a chart type, generating an SVG chart or infographic, or reviewing a visualization for clarity and accuracy.
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  6. ▌
    PDF Workflow 2 · projectious-work
    Generating and manipulating PDF files — from HTML, DOCX, or raw content using reportlab, weasyprint, or pypdf. Use when producing PDF reports, invoices, certificates, or when merging, splitting, or extracting text from existing PDFs.
    0 repo stars
  7. ▌
    API Design 2 · projectious-work bundle
    REST API design — resource naming, HTTP methods, status codes, pagination, versioning, OpenAPI. Use when designing a new REST API, reviewing API contracts, writing OpenAPI/Swagger documentation, or choosing pagination, versioning, or error-format strategies.
    0 repo stars
  8. ▌
    Skill Finder 6 · projectious-work bundle
    Navigation aid for the processkit skill catalog — maps natural-language cues and task types to the right skill. Read this when you are unsure which skill applies to the current task, when the user names a task without naming a skill, or at session start when orienting to an unfamiliar project. Always the first skill to consult; never the last.
    0 repo stars
  9. ▌
    Team Creator 3 · projectious-work bundle
    Team Creator
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  10. ▌
    Skill Finder 7 · projectious-work bundle
    Navigation aid for the processkit skill catalog — maps natural-language cues and task types to the right skill. Read this when you are unsure which skill applies to the current task, when the user names a task without naming a skill, or at session start when orienting to an unfamiliar project. Always the first skill to consult; never the last.
    0 repo stars
  11. ▌
    Team Creator 4 · projectious-work bundle
    Compose a provider-neutral AI team by tiering accessible models on cost-efficiency, capability, latency, and governance, then mapping the 8 processkit role archetypes onto those tiers. Use when bootstrapping a new project team, rotating after a provider change, or quarterly rebalancing. Triggers: "create my AI team", "compose a team", "rebalance the team", "review the team".
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  12. ▌
    AI Fundamentals 2 · projectious-work bundle
    Explain and apply core ML/AI concepts — model types, training pipelines, evaluation metrics, and neural architectures.
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  13. ▌
    RAG Engineering 2 · projectious-work bundle
    Retrieval-Augmented Generation pipelines — ingestion, chunking, embedding, vector stores, retrieval, evaluation. Use when building a RAG pipeline, choosing chunking strategies or embedding models, debugging retrieval quality or hallucinations, evaluating an existing RAG system, or scaling/migrating vector stores.
    0 repo stars
  14. ▌
    SEO Optimization 2 · projectious-work bundle
    SEO — on-page, technical, structured data, Core Web Vitals, and mobile-first indexing. Use when optimizing a website for search engines, adding meta tags or structured data, fixing Core Web Vitals, or auditing technical SEO.
    0 repo stars
  15. ▌
    Logging Strategy 2 · projectious-work bundle
    Structured logging strategy — levels, correlation IDs, context propagation, PII avoidance. Use when designing a logging approach, reviewing log statements, setting up log aggregation (ELK, Loki, CloudWatch), adding correlation IDs to a distributed system, or deciding what to log and what to keep out.
    0 repo stars
  16. ▌
    Terraform Basics 2 · projectious-work
    Infrastructure-as-code with Terraform/OpenTofu — resources, state, modules, plan/apply. Use when writing `.tf` files, managing cloud infrastructure with Terraform or OpenTofu, handling state and backends, or reviewing IaC code.
    0 repo stars
  17. ▌
    XLSX Modeling 2 · projectious-work
    Creating Excel spreadsheets programmatically with openpyxl — worksheets, data, formulas, charts, formatting, and named ranges. Use when generating financial models, data reports, dashboards, or any structured spreadsheet from data or templates.
    0 repo stars
  18. ▌
    Code Review 2 · projectious-work
    Structured code review with a checklist covering correctness, clarity, tests, security, performance, and style. Use when reviewing a PR, diff, or set of code changes before merging — including phrases like "review this", "check my changes", or "is this ready to merge".
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  19. ▌
    Refactoring 2 · projectious-work bundle
    Systematic refactoring with Fowler's catalog, GoF patterns, and code smell detection. Use when restructuring code without changing behavior — cleaning up smells, applying patterns, reducing duplication, or preparing a module for an upcoming feature.
    0 repo stars
  20. ▌
    Skill Finder 8 · projectious-work bundle
    Navigation aid for the processkit skill catalog — maps natural-language cues and task types to the right skill. Read this when you are unsure which skill applies to the current task, when the user names a task without naming a skill, or at session start when orienting to an unfamiliar project. Always the first skill to consult; never the last.
    0 repo stars
  21. ▌
    Devils Advocate 2 · projectious-work
    Systematically challenges a plan, decision, or proposal — identifying assumptions, failure modes, and stronger alternatives. Use when asked to critique a plan, stress-test an idea, find weaknesses in a proposal, or when the user says "what am I missing" or "argue against this."
    0 repo stars
  22. ▌
    Actor Profile 3 · projectious-work bundle
    Create and maintain Actor entities — humans and AI agents that participate in the project. Use when adding a new collaborator (human or agent) to the project, updating their preferences/expertise, or querying who does what.
    0 repo stars
  23. ▌
    Id Management 4 · projectious-work bundle
    Generate unique entity IDs following the project's configured format. The write-side foundation that every entity-creating skill depends on. Use whenever a new entity is being created and needs an ID, or when validating an ID format, or to inspect the project's ID configuration.
    0 repo stars
  24. ▌
    Skill Builder 4 · projectious-work bundle
    Author a new processkit skill end-to-end — use-case interview, frontmatter, body sections, Gotchas, and trigger-phrase generation.
    0 repo stars
  25. ▌
    Actor Profile 4 · projectious-work bundle
    Create and maintain Actor entities — humans and AI agents that participate in the project. Use when adding a new collaborator (human or agent) to the project, updating their preferences/expertise, or querying who does what.
    0 repo stars
  26. ▌
    Skill Builder 5 · projectious-work bundle
    Author a new processkit skill end-to-end — use-case interview, frontmatter, body sections, Gotchas, and trigger-phrase generation.
    0 repo stars
  27. ▌
    Release Audit 2 · projectious-work bundle
    Detect-only pre-release validation sweep over the processkit content tree. Walks entity files, SKILL.md definitions, MCP server tools, and cross-references, then emits a single human-readable report with ERROR / WARN / INFO counts. Use when the user invokes `/pk-release-audit`, before tagging a release, or any time you need a comprehensive structural health check beyond what pk-doctor covers. Detect-only; never modifies any file under `context/`.
    0 repo stars
  28. ▌
    Onboarding Guide 2 · projectious-work
    Generates a structured onboarding guide for a new agent or human joining a project — covering codebase orientation, process context, first tasks, and key contacts. Use when asked to onboard someone new, write a getting-started guide, or create a "first week" plan for a project.
    0 repo stars
  29. ▌
    Mobile App Design 2 · projectious-work bundle
    Mobile app UX — touch targets, navigation, platform conventions, accessibility. Use when designing mobile interfaces, reviewing mobile UX, adapting web designs for mobile, or reconciling iOS and Android conventions.
    0 repo stars
  30. ▌
    Dockerfile Review 2 · projectious-work
    Dockerfile best practices — layer optimization, caching, security, image size. Use when writing, reviewing, or optimizing Dockerfiles, investigating bloated images, or fixing cache-busting build orders.
    0 repo stars
  31. ▌
    Incident Response 2 · projectious-work
    Production incident handling — triage, communicate, mitigate, fix, postmortem. Use when production is broken, users are affected, an outage is in progress, or a deploy has caused regressions and the priority is restoring service.
    0 repo stars
  32. ▌
    Kubernetes Basics 2 · projectious-work bundle
    Kubernetes cluster management — resources, networking, storage, Helm, troubleshooting. Use when writing Kubernetes manifests, running kubectl or helm, debugging pods and services, or configuring ingress, DNS, storage, or network policies.
    0 repo stars
  33. ▌
    DOCX Authoring 2 · projectious-work
    Creating Word documents programmatically with python-docx — headings, styles, tables, lists, images, and sections. Use when generating DOCX reports, proposals, contracts, letters, or any structured Word document from data or templates.
    0 repo stars
  34. ▌
    PPTX Authoring 2 · projectious-work
    Creating PowerPoint presentations programmatically with python-pptx — slides, layouts, text boxes, charts, tables, and images. Use when generating slide decks, briefings, reports, or presentations from data or templates.
    0 repo stars
  35. ▌
    Git Workflow 2 · projectious-work
    Git workflow conventions — branch naming, conventional commits, PR descriptions, and merge strategy. Use when deciding on a branch name, writing a commit message or PR description, or choosing a merge strategy.
    0 repo stars
  36. ▌
    Load Testing 2 · projectious-work
    Load testing methodology — test types, scenario design, capacity planning, CI integration. Use when planning or running a load test, choosing a load testing tool, designing scenarios, analyzing results, setting up performance testing in CI, or estimating capacity from test data.
    0 repo stars
  37. ▌
    SQL Patterns 2 · projectious-work bundle
    SQL query patterns, schema design, and optimization — joins, CTEs, window functions, indexing, and anti-patterns. Use when writing or optimizing SQL queries, designing or reviewing a relational schema, reading EXPLAIN plans, choosing indexes, or implementing pagination, deduplication, or analytical queries.
    0 repo stars
  38. ▌
    Tdd Workflow 2 · projectious-work
    Test-driven development workflow — red-green-refactor, naming, doubles, when to apply. Use when writing code with TDD, practicing the red-green-refactor cycle, deciding between TDD and test-after, naming tests, choosing test doubles, or exploring property-based and mutation testing.
    0 repo stars
  39. ▌
    Id Management 5 · projectious-work bundle
    Generate unique entity IDs following the project's configured format. The write-side foundation that every entity-creating skill depends on. Use whenever a new entity is being created and needs an ID, or when validating an ID format, or to inspect the project's ID configuration.
    0 repo stars
  40. ▌
    Skill Builder 6 · projectious-work bundle
    Author a new processkit skill end-to-end — use-case interview, frontmatter, body sections, Gotchas, and trigger-phrase generation.
    0 repo stars
  41. ▌
    Skill Finder 9 · projectious-work bundle
    Navigation aid for the processkit skill catalog — maps natural-language cues and task types to the right skill. Read this when you are unsure which skill applies to the current task, when the user names a task without naming a skill, or at session start when orienting to an unfamiliar project. Always the first skill to consult; never the last.
    0 repo stars
  42. ▌
    Skill Finder 10 · projectious-work bundle
    Navigation aid for the processkit skill catalog — maps natural-language cues and task types to the right skill. Read this when you are unsure which skill applies to the current task, when the user names a task without naming a skill, or at session start when orienting to an unfamiliar project. Always the first skill to consult; never the last.
    0 repo stars
  43. ▌
    Id Management 6 · projectious-work bundle
    Generate unique entity IDs following the project's configured format. The write-side foundation that every entity-creating skill depends on. Use whenever a new entity is being created and needs an ID, or when validating an ID format, or to inspect the project's ID configuration.
    0 repo stars
  44. ▌
    Skill Reviewer 3 · projectious-work bundle
    Audit an existing processkit skill against the 5 Skill Killers, the Agent Skills standard, and Anthropic's troubleshooting playbook, producing a categorized findings report and draft Gotchas.
    0 repo stars
  45. ▌
    Metrics Management 2 · projectious-work bundle
    Manage metric specifications and observations: quantified measures the project cares about (velocity, error rates, lead time, NPS). Use when defining or recording a quantitative measure: team velocity, error rate, lead time, customer satisfaction score.
    0 repo stars
  46. ▌
    Metrics Monitoring 2 · projectious-work bundle
    Application metrics with RED/USE methods, Prometheus types, dashboards, and SLO alerting. Use when instrumenting an application with metrics, designing dashboards, setting up alerting, choosing between metric types, defining SLIs/SLOs, or applying RED, USE, or the four golden signals.
    0 repo stars
  47. ▌
    Postmortem Writing 2 · projectious-work
    Blameless postmortem writing — timeline, root cause analysis, corrective actions. Use when writing an incident postmortem, conducting a post-incident review, building a postmortem template, or coaching a team toward blameless culture.
    0 repo stars
  48. ▌
    Latex Authoring 2 · projectious-work bundle
    LaTeX authoring with LuaLaTeX — document classes, math, TikZ, BibLaTeX. Use when writing or editing LaTeX documents, setting up preambles, typesetting math, building TikZ diagrams, or managing bibliographies.
    0 repo stars
  49. ▌
    Auth Patterns 2 · projectious-work bundle
    Authentication and authorization patterns — OAuth2, JWT, sessions, RBAC/ABAC. Use when implementing login flows, securing APIs, managing tokens, designing permission systems, or reviewing auth code.
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  50. ▌
    Grpc Protobuf 2 · projectious-work bundle
    Protobuf schema design and gRPC service patterns — streaming, error handling, backward compatibility. Use when designing .proto files, implementing gRPC services or clients, choosing a streaming pattern, handling gRPC errors, or evolving a schema without breaking consumers.
    0 repo stars
  51. ▌
    Java Patterns 2 · projectious-work
    Modern Java 17+ — records, sealed types, pattern matching, streams, Spring Boot. Use when writing or reviewing Java 17+ code, modernizing legacy Java, or working in Spring Boot services.
    0 repo stars
  52. ▌
    Reflex Python 2 · projectious-work bundle
    Reflex Python web framework for full-stack apps in pure Python — components, state, routing, and deployment. Use when building Reflex apps, designing component hierarchies, managing Reflex state, or deploying a Reflex application.
    0 repo stars
  53. ▌
    Secure Coding 2 · projectious-work bundle
    Secure coding practices grounded in the OWASP Top 10. Use when reviewing code for security issues, implementing input validation, hardening web applications, or adding defenses against injection, XSS, or CSRF.
    0 repo stars
  54. ▌
    System Design 2 · projectious-work bundle
    System design methodology — requirements, capacity estimation, component design, trade-offs. Use when designing a new distributed system, evaluating an existing architecture for scalability or cost, performing back-of-envelope capacity estimation, or preparing for a system design review.
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  55. ▌
    Skill Reviewer 4 · projectious-work bundle
    Audit an existing processkit skill against the 5 Skill Killers, the Agent Skills standard, and Anthropic's troubleshooting playbook, producing a categorized findings report and draft Gotchas.
    0 repo stars
  56. ▌
    Board Of Advisors 2 · projectious-work
    Simulates a panel of expert advisors who each evaluate a problem from their distinct perspective — surfacing blind spots and generating more diverse thinking than a single viewpoint. Use when asked to get multiple perspectives, consult experts, think through a decision from different angles, or when a problem benefits from specialist input.
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  57. ▌
    Decision Record 4 · projectious-work bundle
    Record decisions with rationale, alternatives, and consequences — the ADR pattern as a primitive. Use when a consequential choice is made — architecture, tooling, process, scope, trade-off. Capture WHY, not just WHAT.
    0 repo stars
  58. ▌
    Gate Management 2 · projectious-work bundle
    Manage Gate entities — validation checkpoints that processes must pass (code review, security scan, tests). Use when defining or updating a checkpoint a process must pass — code review, tests green, security scan, stakeholder approval.
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  59. ▌
    Note Management 3 · projectious-work bundle
    Captures, reviews, and promotes Note entities — the lightweight knowledge capture primitive in processkit. Notes are quick-capture units (thoughts, insights, questions, references) that are reviewed periodically and promoted to WorkItems, DecisionRecords, or other primitives when they ripen. Use when the user says "remember this", "note that", "I had an idea", or when running a periodic note review session.
    0 repo stars
  60. ▌
    Owner Profiling 2 · projectious-work bundle
    Build and maintain a structured personal-context portfolio for the project owner — identity, working style, goals, team, decision patterns. Includes both an interview protocol for bootstrapping and observable-signal patterns for incremental refinement. Use to bootstrap an owner profile (interview), to refine an existing profile (target one file), or to incrementally update the profile based on observed patterns from a normal session (the agent watches for signals and proposes additions when evidence accrues).
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  61. ▌
    Role Management 2 · projectious-work bundle
    Create and maintain Role entities — named sets of responsibilities that actors can fill. Use when defining a new role in the project (developer, reviewer, tech-lead, release-manager) or updating an existing role's responsibilities.
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  62. ▌
    Standup Context 5 · projectious-work bundle
    Writes a structured standup update as a session.standup LogEntry — capturing what was done, what is in progress, what comes next, and any blockers. Use when the user says "write a standup", "standup update", "what did I do today", "write a status update for the team", or at the end of a session on projects that run daily standups.
    0 repo stars
  63. ▌
    Standup Context 6 · projectious-work bundle
    Writes a structured standup update as a session.standup LogEntry — capturing what was done, what is in progress, what comes next, and any blockers. Use when the user says "write a standup", "standup update", "what did I do today", "write a status update for the team", or at the end of a session on projects that run daily standups.
    0 repo stars
  64. ▌
    Status Briefing 6 · projectious-work bundle
    Generates a concise status briefing from project context — synthesizing current state, open decisions, key risks, and today's priority actions into a focused session-start orientation. Use at the start of a session when asked for a briefing, "what's the state of things", "catch me up", or "what should I focus on today."
    0 repo stars
  65. ▌
    Embedding Vectordb 2 · projectious-work
    Vector embeddings and vector DB patterns — model choice, similarity metrics, index tuning. Use when choosing an embedding model, picking or migrating between vector databases, optimizing semantic search quality or latency, or building a hybrid (dense + sparse) retrieval pipeline.
    0 repo stars
  66. ▌
    Prompt Engineering 2 · projectious-work bundle
    Prompt design patterns — few-shot, chain-of-thought, structured output, injection defense. Use when crafting or refining LLM prompts, designing system prompts for agents, requesting structured output, defending against prompt injection, building reusable prompt templates, or iterating on prompt quality.
    0 repo stars
  67. ▌
    Distributed Tracing 2 · projectious-work
    Distributed tracing with OpenTelemetry — spans, context propagation, sampling. Use when instrumenting a distributed system, debugging requests that span services, setting up OpenTelemetry, choosing a sampling strategy, or understanding latency across service boundaries.
    0 repo stars
  68. ▌
    Error Handling 2 · projectious-work
    Error handling across languages — Result types, exceptions, retries, circuit breakers, and structured error responses. Use when designing error handling for a module or service, choosing between Result types and exceptions, building error hierarchies, implementing retries or circuit breakers, or reviewing code for missing or poor error handling.
    0 repo stars
  69. ▌
    Go Conventions 2 · projectious-work bundle
    Go idioms — error wrapping, small interfaces, goroutine lifecycle, table-driven tests. Use when writing or reviewing Go code, designing package layouts, or working through concurrency, error handling, and testing decisions.
    0 repo stars
  70. ▌
    Nosql Patterns 2 · projectious-work
    NoSQL patterns for document, key-value, wide-column, and graph stores. Access-pattern-driven design and consistency models. Use when choosing between NoSQL store types, designing a document or single-table model, picking a consistency level, or migrating between relational and NoSQL.
    0 repo stars
  71. ▌
    Pixijs Gamedev 2 · projectious-work bundle
    PixiJS 2D rendering and game development — sprites, animation loops, interaction, and WebGL/Canvas rendering. Use when building PixiJS apps, creating 2D games, integrating sprites and animations, or implementing interactive graphics in the browser.
    0 repo stars
  72. ▌
    Decision Record 5 · projectious-work bundle
    Record decisions with rationale, alternatives, and consequences — the ADR pattern as a primitive. Use when a consequential choice is made — architecture, tooling, process, scope, trade-off. Capture WHY, not just WHAT.
    0 repo stars
  73. ▌
    Note Management 4 · projectious-work bundle
    Captures, reviews, and promotes Note entities — the lightweight knowledge capture primitive in processkit. Notes are quick-capture units (thoughts, insights, questions, references) that are reviewed periodically and promoted to WorkItems, DecisionRecords, or other primitives when they ripen. Use when the user says "remember this", "note that", "I had an idea", or when running a periodic note review session.
    0 repo stars
  74. ▌
    Standup Context 7 · projectious-work bundle
    Writes a structured standup update as a session.standup LogEntry — capturing what was done, what is in progress, what comes next, and any blockers. Use when the user says "write a standup", "standup update", "what did I do today", "write a status update for the team", or at the end of a session on projects that run daily standups.
    0 repo stars
  75. ▌
    Status Briefing 7 · projectious-work bundle
    Generates a concise status briefing from project context — synthesizing current state, open decisions, key risks, and today's priority actions into a focused session-start orientation. Use at the start of a session when asked for a briefing, "what's the state of things", "catch me up", or "what should I focus on today."
    0 repo stars
  76. ▌
    Status Briefing 8 · projectious-work bundle
    Generates a concise status briefing from project context — synthesizing current state, open decisions, key risks, and today's priority actions into a focused session-start orientation. Use at the start of a session when asked for a briefing, "what's the state of things", "catch me up", or "what should I focus on today."
    0 repo stars
  77. ▌
    Decision Record 6 · projectious-work bundle
    Record decisions with rationale, alternatives, and consequences — the ADR pattern as a primitive. Use when a consequential choice is made — architecture, tooling, process, scope, trade-off. Capture WHY, not just WHAT.
    0 repo stars
  78. ▌
    Standup Context 8 · projectious-work bundle
    Writes a structured standup update as a session.standup LogEntry — capturing what was done, what is in progress, what comes next, and any blockers. Use when the user says "write a standup", "standup update", "what did I do today", "write a status update for the team", or at the end of a session on projects that run daily standups.
    0 repo stars
  79. ▌
    Agent Management 2 · projectious-work bundle
    Orchestrate multi-agent workflows with task decomposition, role assignment, handoff protocols, and per-session context budgeting.
    0 repo stars
  80. ▌
    Context Grooming 3 · projectious-work bundle
    Review and prune the project context — archive completed work, summarize stale entries, and propose disabling unused skills.
    0 repo stars
  81. ▌
    Index Management 3 · projectious-work bundle
    SQLite-backed index over all entity files in the project. The read-side foundation for every other MCP server. Use whenever an agent needs to look up entities by ID, kind, state, or text — instead of grepping the filesystem.
    0 repo stars
  82. ▌
    Scope Management 2 · projectious-work bundle
    Manage Scope entities — bounded containers grouping related work (sprint, milestone, project, quarter). Use when creating or updating a grouping boundary — sprint, milestone, quarter, project, release — that other entities will reference.
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  83. ▌
    Session Handover 4 · projectious-work bundle
    Write an end-of-session handover LogEntry capturing current state, open threads, next action, and git context for session continuity.
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  84. ▌
    Session Handover 5 · projectious-work bundle
    Write an end-of-session handover LogEntry capturing current state, open threads, next action, and git context for session continuity.
    0 repo stars
  85. ▌
    Feature Engineering 2 · projectious-work
    Feature engineering for ML — encoding, imputation, scaling, selection, time-series features. Use when preparing data for an ML model, encoding categoricals, handling missing data, building time-series features, or selecting features from a wide table.
    0 repo stars
  86. ▌
    Linux Administration 2 · projectious-work bundle
    Linux sysadmin for developers — permissions, processes, systemd, journald, cron, disks. Use when managing Linux servers, writing systemd units, querying journalctl, debugging disk or process issues, or wiring up cron and timers.
    0 repo stars
  87. ▌
    Data Storytelling 2 · projectious-work
    Translates data analysis into clear narratives and recommendations that non-technical audiences can act on. Use when presenting analysis results, writing data-driven reports, creating executive summaries from dashboards, or when data needs to be communicated as a decision rather than as numbers.
    0 repo stars
  88. ▌
    Code Generation 2 · projectious-work
    Code generation patterns — template engines, AST manipulation, scaffolding, build-step generation. Use when building or extending a code generator, choosing a template engine, deciding whether to generate code or write an abstraction, adding codegen as a build step, or implementing macro/AST transformations.
    0 repo stars
  89. ▌
    Shell Scripting 2 · projectious-work bundle
    Bash scripting — strict mode, quoting, arg parsing, traps, shellcheck compliance. Use when writing or reviewing bash scripts, adding error handling and argument parsing, or fixing shellcheck warnings.
    0 repo stars
  90. ▌
    SQL Style Guide 2 · projectious-work
    SQL style — snake_case, singular tables, named constraints, one-clause-per-line formatting. Use when writing or reviewing SQL, designing schemas, or naming tables, columns, constraints, and migrations.
    0 repo stars
  91. ▌
    Threat Modeling 2 · projectious-work
    Threat modeling with STRIDE — data flow diagrams, trust boundaries, risk. Use when designing a new system, reviewing architecture for security, conducting a security review, or prioritizing security work by risk.
    0 repo stars
  92. ▌
    Context Grooming 4 · projectious-work bundle
    Review and prune the project context — archive completed work, summarize stale entries, and propose disabling unused skills.
    0 repo stars
  93. ▌
    Index Management 4 · projectious-work bundle
    SQLite-backed index over all entity files in the project. The read-side foundation for every other MCP server. Use whenever an agent needs to look up entities by ID, kind, state, or text — instead of grepping the filesystem.
    0 repo stars
  94. ▌
    Session Handover 6 · projectious-work bundle
    Write an end-of-session handover LogEntry capturing current state, open threads, next action, and git context for session continuity.
    0 repo stars
  95. ▌
    Estimation Planning 2 · projectious-work
    Software estimation and planning — story points, velocity, scope negotiation, technical debt budgeting, and statistical forecasting. Use when estimating effort, planning a sprint, negotiating scope with stakeholders, budgeting for technical debt, or forecasting completion dates.
    0 repo stars
  96. ▌
    Status Briefing 9 · projectious-work bundle
    Generates a concise status briefing from project context — synthesizing current state, open decisions, key risks, and today's priority actions into a focused session-start orientation. Use at the start of a session when asked for a briefing, "what's the state of things", "catch me up", or "what should I focus on today."
    0 repo stars
  97. ▌
    Status Briefing 10 · projectious-work bundle
    Generates a concise status briefing from project context after resolving active migrations by default — synthesizing current state, open decisions, key risks, and today's priority actions into a focused session-start orientation. Use at the start of a session when asked for a briefing, "what's the state of things", "catch me up", "pk-resume", or "what should I focus on today." Info-only mode is opt-in.
    0 repo stars
  98. ▌
    Model Recommender 4 · projectious-work bundle
    Recommend the right AI model for a task by scoring candidates across six dimensions (Reasoning, Engineering, Speed, Breadth, Reliability, Governance) and displaying a spider-chart profile.
    0 repo stars
  99. ▌
    Data Visualization 2 · projectious-work bundle
    Chart selection, color accessibility, annotation, and dashboard design. Use when creating charts, designing dashboards, choosing visualization types, improving chart readability, or reviewing data presentations for clarity.
    0 repo stars
  100. ▌
    Dependency Audit 2 · projectious-work
    Audit project dependencies for vulnerabilities and outdated packages. Use when checking the security posture of dependencies, planning updates, or running a pre-release dependency review.
    0 repo stars