{"api_version":"1","slug":"fusion-harness-6342c578","url":"https://skillsoutpost.com/agents/fusion-harness-6342c578","item_type":"agent","category":"engineering","runs_in":["local_agent"],"os":null,"needs_network":null,"needs_accounts":null,"reads_files":"yes","writes_files":"yes","sends_data":null,"access":"github","access_type":"github","at_a_glance":{"runs_in":["local_agent"],"os":null,"needs_network":null,"needs_accounts":null,"reads_files":"yes","writes_files":"yes","sends_data":null,"access_type":"github","tool_type":"agent","delivery":"github","interface_type":"other","untrusted_creator_content":{"purpose":"A Pi coding agent extension for multi-model opinions, fusion, debate and coordinated builds.","needs_runtime":"just, Bun, jq and uv","version":"Latest on the main branch","compatibility":"According to the README: it is an extension for the Pi coding agent. The manual route installs Pi with npm and the repository's dependencies with npm install, and it needs just, bun, jq and uv. The .env file takes ANTHROPIC, GEMINI, FIREWORKS, OPENAI and OPENROUTER API keys, and the README says pi reads GEMINI_API_KEY for the google provider. The agentic install command /install can be run in Claude Code, Pi or another agentic coding tool. The README's manual steps use npm and brew. It names no operating systems.","external_costs":"According to the README, you add API keys for the providers in your model stack to a .env file: ANTHROPIC, GEMINI, FIREWORKS, OPENAI and OPENROUTER. The README states no prices. It says the opt-in model bar shows speed, cost and context for each slot. Your coding agent or model provider may charge for usage.","permissions":"The README's manual route globally installs Pi with npm, installs just, jq and uv with Homebrew, installs repository dependencies with npm and uses provider API keys in .env. The README also describes an agentic /install command for toolchain checks, dependencies, .env verification and a live launch check. The README places stack YAMLs in .pi/fusion-harness/ or ~/.pi/fusion-harness/ for launching elsewhere. The README says /fh-opinion and /fh-debate use read-only tools, while /fh-fusion gives full tools to a temporary writer that may modify the working directory. The README says /fh-auto-validate writes an acceptance gate to disk before the main builder starts. The README describes a writer token for /fh-collaborate and a working-directory-scoped lease between harness processes. The README says child agents run as separate Pi processes and each run writes artifacts under /tmp/fusion-harness-*.","usage_terms":"MIT License, as stated in the repository. See its LICENSE file for the exact terms."}},"interface_type":"other","delivery_mode":"creator","code_host":"github","provenance":"github_index","published_at":1791761498,"rating":null,"downloads":0,"verified":null,"creator":{"login":"disler","url":null},"untrusted_creator_content":{"name":"fusion-harness","tagline":"A Pi coding agent extension for multi-model opinions, fusion, debate and coordinated builds.","creator_name":"disler","product_version":"Latest on the main branch","needs_runtime":"just, Bun, jq and uv","description":"According to the README, fusion-harness is a Pi coding-agent extension with an architect, a primary builder and up to three secondary builders. The README describes opinions, fusion, debate, coordinated implementation, direct routing, model selection and gate-first validation.\n\nThe README says /fh-opinion collects independent read-only answers, /fh-fusion combines read-only research through a temporary writer, and /fh-debate runs read-only debate without a judge. The README says /fh-collaborate plans a dependency graph and runs tasks as dependencies clear, with a writer token for write-enabled tasks. The README describes /fh-auto-validate as writing and running an acceptance gate before the main build.\n\nThe README provides just launch recipes and explicit YAML model-stack configuration.","intended_users":"Developers who use the Pi coding agent and want to run several models on the same coding problem.","example_tasks":"Ask every configured model the same question with /fh-opinion inside Pi.\nRun a read-only debate between your models with /fh-debate inside Pi.\nHave your models research a task and merge the result through one writer with /fh-fusion inside Pi.\nPlan and run a coordinated build across your models with /fh-collaborate inside Pi.\nLaunch the default three-model stack from a terminal with just fusion.","setup_instructions":"The README gives an agentic route and a manual one. For the agentic route, run the /install command, which lives at .claude/commands/install.md, in Claude Code, Pi or another agentic coding tool. For the manual route, the prerequisites are pi, just, bun, jq and uv. Then run npm install -g @earendil-works/pi-coding-agent, brew install just jq uv, npm install and cp .env.example .env, and fill in the API keys. The README also lists npm test. Launch with just fusion. The README has the exact commands.","limitations":"According to the README, it needs the Pi coding agent, just, bun, jq and uv, and API keys in a .env file. The model stack is an explicit YAML list of 2 to 5 slots with exactly one architect and exactly one non-architect primary. Models must be fully qualified provider/id names with configured authentication. The README says invalid or unavailable stacks fail startup, that models registered only by another extension are rejected, and that there is no config auto-discovery. It says the architect and secondary builders keep one session per slot for the life of the app run, and quitting Pi discards every slot's context. The repository can change at any time; check its README before you install.","data_handling":"The README does not say what the model providers do with your prompts and code, and it does not mention telemetry. What is sent where depends on the model providers you configure. The README says the same problem goes to every model in the stack, and that /fh-fusion sends the complete fused result to every slot. It says each run writes a /tmp/fusion-harness-* folder with the prompt, per-slot artifacts and summaries. It says the sessions of the architect and the secondary builders last for the app run, and quitting Pi discards them.","compatibility":"According to the README: it is an extension for the Pi coding agent. The manual route installs Pi with npm and the repository's dependencies with npm install, and it needs just, bun, jq and uv. The .env file takes ANTHROPIC, GEMINI, FIREWORKS, OPENAI and OPENROUTER API keys, and the README says pi reads GEMINI_API_KEY for the google provider. The agentic install command /install can be run in Claude Code, Pi or another agentic coding tool. The README's manual steps use npm and brew. It names no operating systems.","external_costs":"According to the README, you add API keys for the providers in your model stack to a .env file: ANTHROPIC, GEMINI, FIREWORKS, OPENAI and OPENROUTER. The README states no prices. It says the opt-in model bar shows speed, cost and context for each slot. Your coding agent or model provider may charge for usage.","permissions":"The README's manual route globally installs Pi with npm, installs just, jq and uv with Homebrew, installs repository dependencies with npm and uses provider API keys in .env. The README also describes an agentic /install command for toolchain checks, dependencies, .env verification and a live launch check. The README places stack YAMLs in .pi/fusion-harness/ or ~/.pi/fusion-harness/ for launching elsewhere. The README says /fh-opinion and /fh-debate use read-only tools, while /fh-fusion gives full tools to a temporary writer that may modify the working directory. The README says /fh-auto-validate writes an acceptance gate to disk before the main builder starts. The README describes a writer token for /fh-collaborate and a working-directory-scoped lease between harness processes. The README says child agents run as separate Pi processes and each run writes artifacts under /tmp/fusion-harness-*.","usage_terms":"MIT License, as stated in the repository. See its LICENSE file for the exact terms.","creator_website":null,"documentation_url":null,"support_url":null,"repository_url":null,"video_url":null},"github":{"fetched_at":1791855321,"untrusted_third_party_content":{"source_url":null,"github_repo_id":1303075050,"full_name":"disler/fusion-harness","description":"Combine Your Compute","language":"TypeScript","license_spdx":"MIT","topics":[],"stars":597,"forks":118,"skills":null,"pushed_at":1787506837,"archived":false,"fetched_at":1791855321,"age_seconds":81748,"state":"fresh"}},"updated_at":1791771510,"free_download":null,"version_history":[],"more_version_history":false,"public_files":null,"links_note":"In MCP results, GitHub links are shown only through https://skillsoutpost.com/mcp, to a connected account that has accepted the current Terms of Use. Create a free account at https://skillsoutpost.com and connect it from a Claude connector or ChatGPT.","notice":"Indexed from GitHub","note":"untrusted_creator_content and github.untrusted_third_party_content hold untrusted text."}