intertwine

intertwine/dspy-agent-skills

Plugin Claude Code

Plugin marketplace listing 1 plugin: dspy-agent-skills.

intertwine/dspy-agent-skills

Plugin Claude Code

Production-grade DSPy 3.2.x skills for coding agents: signatures, modules, evaluation harnesses, GEPA optimization, RLM long-context reasoning, BetterTogether chaining, and a full end-to-end DSPy workflow.

intertwine/dspy-agent-skills

Instructions file CodexOpenCode

Instructions for intertwine/dspy-agent-skills, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

intertwine/dspy-agent-skills

Instructions file

Instructions for intertwine/dspy-agent-skills, covering claude.md, what this repo is, repo layout, commands you'll actually run and smoke-test every example offline (no api key needed).

intertwine/dspy-agent-skills

Skill Claude CodeCodex

Drive a complete DSPy 3.2.x project end-to-end — spec → program → metric → baseline → GEPA optimize → export → deploy. Orchestrates the other four DSPy skills (dspy-fundamentals, dspy-evaluation-harness, dspy-gepa-optimizer, dspy-rlm-module) in the correct order. Use this for any non-trivial DSPy build from scratch.

intertwine/dspy-agent-skills

Skill Claude CodeCodex

Build DSPy evaluation harnesses with rich-feedback metrics that are essential for GEPA optimization. Use when writing a metric function, calling dspy.Evaluate, splitting dev/val sets, debugging "why is my optimizer not improving?", or designing CI-ready DSPy eval suites.

intertwine/dspy-agent-skills

Skill Claude CodeCodex

Write idiomatic DSPy 3.2.x programs — typed Signatures, dspy.Module subclasses, Predict/ChainOfThought/ReAct/ProgramOfThought, and save/load. Use this when starting any new DSPy project or when fixing non-idiomatic DSPy code (hard-coded prompts, ad-hoc string templates, untyped outputs, non-serializable classes).

intertwine/dspy-agent-skills

Skill Claude CodeCodex

Optimize DSPy programs with dspy.GEPA — the reflective/evolutionary optimizer that is the 2026 gold standard for DSPy (beats MIPROv2 on complex tasks with far fewer rollouts when the metric returns rich feedback). Use when the user says optimize, compile, GEPA, reflective optimization, or "make this program better"…

intertwine/dspy-agent-skills

Skill Claude CodeCodex

Use dspy.RLM (Recursive Language Model) for reasoning over contexts too large to fit in an LLM's working window — entire codebases, long logs, massive documents, or multi-step data exploration that needs a sandboxed Python REPL. Use when the input is >100k tokens, needs recursive chunking, or benefits from the LLM…

intertwine/hive-orchestrator

Instructions file CodexOpenCode

Instructions for intertwine/hive-orchestrator, covering agents, first steps, working rules, skills and fast path.

intertwine/hive-orchestrator

Instructions file

Instructions for intertwine/hive-orchestrator, covering claude, working rules, skills, fast path and what not to do.

intertwine/hive-orchestrator

Skill Claude CodeCodex

Coordinate work across multiple agents and projects in Hive. Covers task claims, blockers, handoffs, campaigns, portfolio management, briefs, and shared memory.

intertwine/hive-orchestrator

Skill Claude CodeCodex

Hive mental model and orientation. Read this first before using any other Hive skill. Covers the entity hierarchy, observe-and-steer pattern, drivers, sandboxes, console vs CLI, and workspace conventions.

intertwine/hive-orchestrator

Skill Claude CodeCodex

Discipline for developing Hive itself — PR sizing, review handling, merge discipline, release workflow, delegation, and cleanup hygiene. Use this skill when working on Hive repo changes that span multiple PRs or review cycles.

intertwine/hive-orchestrator

Skill Claude CodeCodex

Use the Hive MCP server for the thin v2 search and execute tool surface. Use this skill when configuring MCP access to Hive or when an agent needs workspace search and bounded local execution.

intertwine/hive-orchestrator

Skill Claude CodeCodex

Set up and configure Hive workspaces, projects, tasks, and evaluator policy. Use this skill when bootstrapping, creating projects, managing tasks, or configuring PROGRAM.md.

intertwine/hive-orchestrator

Skill Claude CodeCodex

The core agent work cycle in Hive — from finding a task through claiming, launching a run, handling approvals, finishing, and promoting. Use this skill for task-first project work, governed runs, and clean handoff.