radiantlogicinc

radiantlogicinc/fastworkflow

Cursor rule Cursor

Guidelines for creating and maintaining Cursor rules to ensure consistency and effectiveness.

radiantlogicinc/fastworkflow

Cursor rule Cursor

Guide for using Task Master to manage task-driven development workflows.

radiantlogicinc/fastworkflow

Cursor rule Cursor

Guidelines for continuously improving Cursor rules based on emerging code patterns and best practices.

radiantlogicinc/fastworkflow

Cursor rule Cursor

Comprehensive reference for Taskmaster MCP tools and CLI commands.

radiantlogicinc/fastworkflow

Cursor rule Cursor

Cursor rule "testing_rules" from radiantlogicinc/fastworkflow, covering testing patterns for fastworkflow, mcp integration testing, test structure, testing best practices and ✅ do: use real test workflows.

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Build a two-tier conversation benchmark for a fastWorkflow workflow: short single-errand conversations that act as unit tests and reusable blocks, then long real-world tasks of 20-100 steps composed from those blocks. Covers turn and conversation structure, seeding objects with enough structure to sustain a chain…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Diagnose fastWorkflow failures from runchatbot traces and human comments, locate the correct evidence store, and trace wrong routing, extraction, planning, execution or answers to a concrete workflow fix. Use when a conversation behaves incorrectly or review feedback needs a trace-supported diagnosis. Read recorded…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Declare availablefrom producer hints on fastWorkflow command parameters so the planner can chain commands into a working sequence and so a missing parameter tells the caller which command supplies it. Covers the hint format, how the planner and the missing-parameter message consume it, choosing a producer the caller…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Design and tune the context inheritance (base) and context hierarchy (parent) models of a fastWorkflow command tree so intent routing stays accurate as the tree grows and a task takes the fewest commands. Covers deriving the containment graph from code, sizing base contexts to the parameter producers commands actually…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Read and act on fastWorkflow's near-duplicate capability diagnostics — the pre-flight lexical separability scan and the post-training router-confusion scan — to decide whether two commands should be merged, re-seeded, or recorded as a deliberate near-duplicate. Covers what separability actually measures, the reporting…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Read fastWorkflow's held-out routing and escalation evaluation honestly, and decide from it whether a change to a workflow's commands, seeds or context models actually helped. Covers why the training F1 measures memorisation, the whole-persona holdout and what it does and does not remove, which of the reported numbers…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Integrate a fastWorkflow-based agentic chat agent into an existing application so users can execute the app's business logic and ask questions in natural language, with a popup chat UI that streams internal workflow/assistant conversations before the final answer. Use when a developer asks to add a chat agent…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Implement dblookup on a fastWorkflow command parameter so a value the user typed is resolved against a live key set, typos are corrected automatically and near misses come back as "did you mean" suggestions instead of a not-found. Covers the field declaration, the Signature.dblookup contract, the three-stage fuzzy…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Decide who writes a fastWorkflow's synthetic training utterances, by adding a personas.json that either supplies the personas outright or conditions the PersonaHub draw on the application's domain keywords. Covers the file schema and where it is discovered, choosing between the two modes, the persona id rules that…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Run, interpret and recover a fastworkflow train run, given that training is cached, incremental and versioned: deterministic utterance and parameter-example caches, per-command fingerprints that decide which contexts retrain, and an atomically published artifact version with one previous recovery point. Covers what…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Implement the Signature.validateextractedparameters hook on a fastWorkflow command so whole-call rules, cross-field constraints and context preconditions are checked and corrected before the command body runs, and so a bad call stays a conversation instead of becoming an exception. Covers the exact contract and where…

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Create and revise fastWorkflow benchmarks and their tasks through runchatbot or Python, register experiments pinned to a benchmark version, and hand those identities to a runner. Use when adding regression cases, authoring a workflow test corpus, or connecting a harness to the benchmark and experiment UI.

radiantlogicinc/fastworkflow

Skill Claude CodeCodex

Improve a fastWorkflow application using recorded traces, component-level human feedback, regression benchmarks and paired experiments. Use when asked to improve task completion, answer quality, latency, cost or repeated clarification, or to turn review comments into verified workflow changes. Diagnose a single…