Coding & Dev Tools

dangeles Bundle

Use when user needs to simulate fluid flow through bioprocess cartridges, bioreactor geometries, or membrane devices using FEniCSx. Covers Navier-Stokes flow, O2 species transport with Michaelis-Menten kinetics, membrane permeation, mesh generation from CAD geometry, and interactive 3D visualization.

dangeles Bundle

Use when coordinating Python software development across multiple specialists with quality gates. NOT for ad-hoc bug fixes (use python-developer or copilot directly), non-Python work (use technical-pm), or single-developer feature work (use feature-dev plugin).

telum-ai Bundle

Writes executable tasks.md from the story plan. Use after story-plan and optional UI spec, before implementation.

telum-ai Skill

Fills gaps in epic.md. Use after epic-specify when scope, boundaries, or technical intent are unclear.

telum-ai Skill

Maps epic touchpoints, emotions, and flow. Use after epic-clarify and any architecture, before wireframes or epic-plan.

telum-ai Skill

Retired alias → speck-skeptical-review / story-tasks. Use when /epic-outline named.

telum-ai Skill

Creates epic.md from a project-plan placeholder or new scope. Use before epic-clarify and downstream epic work.

telum-ai Skill

Discovers epic boundaries from existing code and docs. Use before epic-specify when brownfield work has no epic map.

telum-ai Skill

Regenerates project-state.md from current truth. Use after truth-affecting gates land on main.

telum-ai Bundle

Upgrades Speck and repairs compatibility state. Use when an upgrade is requested or engagement finds a legacy marker.

telum-ai Skill

Detects engagement drift. Use before project work in new or stale sessions, after ownership changes, or on recheck.

telum-ai Skill

Reverse-engineers story specs and code scans. Use at story entry before story-clarify when code lacks Speck artifacts.

telum-ai Skill

Creates story spec.md. Use after epic-breakdown or for new scope, before story-clarify and story-plan.

telum-ai Skill

Creates ui-spec.md for complex UI. Use after story-plan before story-tasks for multi-state or interactive work.

telum-ai Skill

Maps an epic to ordered, traceable stories. Use after epic-plan and before starting story work.

telum-ai Skill

Models domain terms, rules, and invariants. Use after project-clarify before foundation work for specialized domains.

telum-ai Skill

Extracts project context from existing docs. Use at brownfield start before speck-scan and project-specify.

telum-ai Skill

Captures and deduplicates Speck methodology issues. Use when the process itself exposes a gap or defect.

brite-nites Skill

Lightweight inventory append sub-skill for the flow-architecture plugin (implements CDR-023). Two modes — sub-flow-add (append one new flow row under an existing domain) and domain-add (append a fresh domain section via Q19-mini interview). Append-only semantics; never rewrites existing rows; never renames IDs. Triggered by `/flow:add-sub-flow` and `/flow:add-domain`. Sub-flow-add ~30s, domain-add ~5-10 min (interview-paced). Hard-rejects duplicates; sets a state flag for downstream regen-index dispatch.

brite-nites Skill

Greenfield Socratic inventory generator for the flow-architecture plugin (implements CDR-023). Output `docs/product/master-flow-inventory.md` populated with proposed domains + flows. Triggered by `/flow:start-project` (or standalone `/flow:inventory`) when `flow-preflight` mode classifier returns `greenfield`. Five phases — Phase 0 (PROJECT-INTENT priority filter) -> Phase 1 (app-classifier interview, shared with Q11 retrofit) -> Phase 2 (pattern-driven candidate generation, shared) -> skip Phase 3 (no code) -> Phase 4 (greenfield synthesis with 3-tag scope-priority) -> Phase 5 (user confirmation, shared). Per-run footprint ~10-30 min end-to-end (mostly user time).

hack23 Skill

GDPR and data protection patterns for handling European Parliament personal data with privacy by design

dangeles Bundle

Use when creating reproducible Jupyter notebooks — structuring analysis narrative, documenting cells, capturing environment/session info, and producing git-friendly (Jupytext) notebooks. NOT for debugging broken notebooks or kernel crashes (use notebook-debugger) or implementing the underlying analysis logic (use bioinformatician).

dangeles Bundle

Use when implementing data analysis pipelines, statistical tests, or bioinformatics workflows in code (Python/R), particularly for genomics, transcriptomics, proteomics, or other -omics data. NOT for non-omics Python implementation (use python-developer), pure statistical method selection without bioinformatics context (use statistician), or biological-validity questions about an existing analysis (use biologist-commentator).

dangeles Skill

Use when invoked by cfd-bioreactor orchestrator to provide rigorous mathematical analysis of FEM variational formulations, function space selection, stability conditions (inf-sup, Lax-Milgram), convergence rate estimation, and dimensionless number analysis for bioreactor CFD simulations.

dangeles Skill

Use BEFORE implementation, when planning new features or changes, to identify failure scenarios. PRE-implementation only — NOT for debugging existing bugs (use systematic-troubleshooter), not for reviewing already-written code (use copilot).

dangeles Bundle

Protocol specification for multi-perspective brainstorming via 5 parallel agents with confidence-weighted synthesis. Executed by brainstorming-pm orchestrator.

telum-ai Skill

Applies project visual personality and quality rules. Use while building or reviewing user-facing UI components.

telum-ai Skill

Creates screen-by-screen epic wireframes. Use for UX-heavy epics after epic-journey and before epic-plan.

telum-ai Skill

Creates context.md for team, stack, compliance, and constraints. Use after project-clarify before project-plan.

telum-ai Skill

Refreshes declared PROFILE surfaces. Use after product-contract changes before evidence-contract or when drift appears.

telum-ai Skill

Creates project.md vision and boundaries. Use when starting after any needed brainstorming or brownfield import.

telum-ai Skill

Scores seeded defects against Speck gates. Use only in the Speck source repo before changing methodology gates.

telum-ai Bundle

Validates project outcomes across completed epics. Use at the project prove gate before project retrospective.

telum-ai Skill

Defines local epic principles. Use after epic-clarify before epic-architecture or epic-plan when local rules are needed.

telum-ai Skill

Synthesizes story retros into epic-retro.md. Use after epic-validate when closing an epic.

telum-ai Skill

Turns a vague idea into a structured problem. Use before project-specify when product intent is still fuzzy.