bilig

{
  "display_name": "bilig",
  "description": "WorkPaper formula readback for Node.js services and MCP tools: edit cells, recalculate, verify outputs, and persist JSON without UI automation.",
  "manifest_url": "https://proompteng.github.io/bilig/agent.json",
  "openapi_url": "https://proompteng.github.io/bilig/",
  "category": "General",
  "target_audience": "General",
  "capabilities": [
    {
      "name": "agent-start",
      "type": "plain-text-entrypoint",
      "url": "https://proompteng.github.io/bilig/agent-start.txt",
      "well_known_url": "https://proompteng.github.io/bilig/.well-known/agent-start.txt",
      "decision_command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-agent-start --json",
      "challenge_command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --json"
    },
    {
      "name": "agent-adoption-kit",
      "type": "docs-entrypoint",
      "docs": "https://proompteng.github.io/bilig/agent-adoption-kit.html",
      "skill_install": "npx --yes skills@latest add https://bilig.proompteng.ai --list",
      "challenge_command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --json"
    },
    {
      "name": "workbook-runtime-intent-api",
      "type": "npm-library",
      "package": "@bilig/workbook",
      "runtime": "Node.js >=22",
      "install": "npm install @bilig/workbook",
      "docs": "https://proompteng.github.io/bilig/workbook-runtime-intent-api.html"
    },
    {
      "name": "workpaper-formula-runtime",
      "type": "npm-library",
      "package": "@bilig/workpaper",
      "runtime": "Node.js >=22",
      "install": "npm install @bilig/workpaper",
      "docs": "https://proompteng.github.io/bilig/try-bilig-headless-in-node.html"
    },
    {
      "name": "workbook-compatibility-risk-report",
      "type": "local-cli-evaluator",
      "package": "@bilig/xlsx-formula-recalc",
      "command": "npm exec --yes --package @bilig/xlsx-formula-recalc@latest -- bilig-evaluate --door workbook-compatibility --json",
      "docs": "https://proompteng.github.io/bilig/workbook-compatibility-report.html",
      "source": "https://github.com/proompteng/bilig/blob/main/docs/workbook-compatibility-report.md",
      "expected_result": "bilig-evaluator.v1 JSON with workbook risk reasons, unsupported functions, external links, VBA payloads, pivots, volatile functions, stored formula result counts, no compatibility score, and verified true",
      "boundary": "Diagnoses workbook risks before service or tool-host use; does not certify Excel compatibility, execute macros, refresh pivots or external data, or assign a compatibility percentage."
    },
    {
      "name": "agent-xlsx-risk-preflight",
      "type": "mcp-stdio-transcript",
      "package": "@bilig/workpaper",
      "command": "pnpm --dir examples/headless-workpaper run agent:mcp-xlsx-risk-preflight",
      "docs": "https://proompteng.github.io/bilig/agent-xlsx-risk-preflight.html",
      "source": "https://github.com/proompteng/bilig/blob/main/examples/headless-workpaper/mcp-xlsx-risk-preflight.ts",
      "expected_result": "bilig-agent-xlsx-risk-preflight.v1 JSON with analyze_workbook_risk, Inputs!B3, Summary!B3, 60000 -> 96000, exported WorkPaper JSON, restoredReadbackMatchesAfter, excelParity not_proven, and verified true",
      "boundary": "Local MCP preflight for a real XLSX before edits; risk diagnostics do not certify Excel compatibility or prove desktop Excel UI behavior."
    },
    {
      "name": "file-backed-workpaper-mcp",
      "type": "mcp-stdio-server",
      "docs": "https://proompteng.github.io/bilig/mcp-workpaper-tool-server.html",
      "server_card": "https://proompteng.github.io/bilig/.well-known/mcp/server-card.json",
      "challenge_command": "npm exec --package @bilig/workpaper@latest -- bilig-mcp-challenge",
      "xlsx_import_command": "npm exec --package @bilig/workpaper@latest -- bilig-workpaper-mcp --from-xlsx ./pricing.xlsx",
      "xlsx_import_tool": "analyze_workbook_risk",
      "boundary": "The XLSX import tool is local and fixed to the --from-xlsx source file; it reports workbook risk indicators and does not certify Excel compatibility. Without --workpaper --writable, edits stay in memory."
    },
    {
      "name": "repo-local-agent-instructions",
      "type": "project-agent-instructions",
      "claude_code": "https://github.com/proompteng/bilig/blob/main/CLAUDE.md",
      "codex": "https://github.com/proompteng/bilig/blob/main/AGENTS.md",
      "aider_conventions": "https://github.com/proompteng/bilig/blob/main/CONVENTIONS.md",
      "aider_config": "https://github.com/proompteng/bilig/blob/main/.aider.conf.yml",
      "aider_docs": "https://proompteng.github.io/bilig/aider-workpaper-conventions.html",
      "claude_code_skill": "https://github.com/proompteng/bilig/blob/main/.claude/skills/bilig-workpaper/SKILL.md",
      "claude_code_command": "https://github.com/proompteng/bilig/blob/main/.claude/commands/bilig-workpaper-proof.md",
      "openhands_skill": "https://github.com/proompteng/bilig/blob/main/.agents/skills/bilig-workpaper/SKILL.md",
      "opencode_agent": "https://github.com/proompteng/bilig/blob/main/.opencode/agents/bilig-workpaper.md",
      "kiro_steering": "https://github.com/proompteng/bilig/blob/main/.kiro/steering/bilig-workpaper.md",
      "trae_rule": "https://github.com/proompteng/bilig/blob/main/.trae/rules/bilig-workpaper.md",
      "zed_skill": "https://github.com/proompteng/bilig/blob/main/.agents/skills/bilig-workpaper/SKILL.md",
      "docs": "https://proompteng.github.io/bilig/agent-rule-chooser.html",
      "challenge_command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --json"
    },
    {
      "name": "repo-local-mcp-configs",
      "type": "project-mcp-configs",
      "claude_code": "https://github.com/proompteng/bilig/blob/main/.mcp.json",
      "cursor": "https://github.com/proompteng/bilig/blob/main/.cursor/mcp.json",
      "kiro": "https://github.com/proompteng/bilig/blob/main/.kiro/settings/mcp.json",
      "junie": "https://github.com/proompteng/bilig/blob/main/.junie/mcp/mcp.json",
      "trae": "https://github.com/proompteng/bilig/blob/main/.trae/mcp.json",
      "zed": "https://github.com/proompteng/bilig/blob/main/.zed/settings.json",
      "opencode": "https://github.com/proompteng/bilig/blob/main/opencode.jsonc",
      "vscode": "https://github.com/proompteng/bilig/blob/main/.vscode/mcp.json",
      "reusable": "https://github.com/proompteng/bilig/blob/main/mcp/bilig-workpaper.mcp.json",
      "docs": "https://proompteng.github.io/bilig/mcp-client-setup.html",
      "workpaper_state_path": "./.bilig/pricing.workpaper.json"
    },
    {
      "name": "gemini-cli-workpaper-extension",
      "type": "gemini-cli-extension",
      "install": "https://github.com/proompteng/bilig",
      "install_command": "gemini extensions install https://github.com/proompteng/bilig --ref main",
      "manifest": "https://github.com/proompteng/bilig/blob/main/gemini-extension.json",
      "context": "https://github.com/proompteng/bilig/blob/main/gemini-workpaper-context.md",
      "docs": "https://proompteng.github.io/bilig/gemini-cli-workpaper-extension.html"
    },
    {
      "name": "claude-desktop-mcpb",
      "type": "mcpb-desktop-extension",
      "download_url": "https://github.com/proompteng/bilig/releases/latest/download/bilig-workpaper.mcpb",
      "checksum_url": "https://github.com/proompteng/bilig/releases/latest/download/bilig-workpaper.mcpb.sha256",
      "docs": "https://proompteng.github.io/bilig/claude-desktop-mcpb-workpaper.html"
    },
    {
      "name": "remote-workpaper-mcp-demo",
      "type": "mcp-streamable-http-server",
      "endpoint": "https://bilig.proompteng.ai/mcp",
      "alias_endpoint": "https://bilig.proompteng.ai/mcp/workpaper",
      "server_card": "https://bilig.proompteng.ai/.well-known/mcp/server-card.json",
      "protocol_version": "2025-11-25",
      "authentication_required": false,
      "docs": "https://proompteng.github.io/bilig/mcp-workpaper-tool-server.html#remote-stateless-endpoint"
    },
    {
      "name": "openai-agents-sdk-hosted-workpaper-mcp",
      "type": "typescript-agent-mcp-smoke-test",
      "framework": "OpenAI Agents SDK",
      "transport": "streamable-http",
      "endpoint": "https://bilig.proompteng.ai/mcp",
      "command": "pnpm --dir examples/headless-workpaper run agent:openai-agents-sdk-hosted-mcp",
      "docs": "https://proompteng.github.io/bilig/openai-agents-sdk-workpaper-tool.html",
      "source": "https://github.com/proompteng/bilig/blob/main/examples/headless-workpaper/openai-agents-sdk-hosted-mcp-smoke.ts"
    },
    {
      "name": "openai-responses-workpaper-tool-calls",
      "type": "typescript-function-calling-dispatcher",
      "framework": "OpenAI Responses API",
      "api_shape": "function_call -> function_call_output",
      "command": "pnpm --dir examples/headless-workpaper run agent:openai-responses",
      "docs": "https://proompteng.github.io/bilig/openai-responses-workpaper-tool-call.html",
      "source": "https://github.com/proompteng/bilig/blob/main/examples/headless-workpaper/openai-responses-tool-wrapper.ts"
    },
    {
      "name": "ai-sdk-generate-text-workpaper-tool",
      "type": "typescript-agent-tool-smoke-test",
      "framework": "Vercel AI SDK",
      "package": "ai",
      "adapter": "@bilig/workpaper/ai-sdk",
      "api_shape": "generateText -> tool -> execute",
      "command": "pnpm --dir examples/headless-workpaper run agent:ai-sdk-generate-text",
      "docs": "https://proompteng.github.io/bilig/vercel-ai-sdk-langchain-spreadsheet-tool.html",
      "source": "https://github.com/proompteng/bilig/blob/main/examples/headless-workpaper/ai-sdk-generate-text-tool-smoke.ts"
    },
    {
      "name": "ai-sdk-stream-text-workpaper-tool",
      "type": "typescript-agent-tool-smoke-test",
      "framework": "Vercel AI SDK",
      "package": "ai",
      "adapter": "@bilig/workpaper/ai-sdk",
      "api_shape": "streamText -> tool -> execute",
      "command": "pnpm --dir examples/headless-workpaper run agent:ai-sdk-stream-text",
      "docs": "https://proompteng.github.io/bilig/vercel-ai-sdk-langchain-spreadsheet-tool.html",
      "source": "https://github.com/proompteng/bilig/blob/main/examples/headless-workpaper/ai-sdk-stream-text-tool-smoke.ts"
    },
    {
      "name": "browser-use-workpaper-formula-tool",
      "type": "python-browser-agent-tool-guide",
      "framework": "Browser Use",
      "command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --json",
      "docs": "https://proompteng.github.io/bilig/browser-use-workpaper-formula-tool.html",
      "source": "https://github.com/proompteng/bilig/blob/main/docs/browser-use-workpaper-formula-tool.md",
      "upstream_pr": "https://github.com/browser-use/browser-use/pull/4909"
    },
    {
      "name": "chatgpt-apps-workpaper-mcp",
      "type": "chatgpt-developer-mode-remote-mcp-app",
      "framework": "ChatGPT Apps",
      "transport": "streamable-http",
      "endpoint": "https://bilig.proompteng.ai/mcp",
      "authentication_required": false,
      "docs": "https://proompteng.github.io/bilig/chatgpt-apps-workpaper-mcp.html",
      "server_card": "https://bilig.proompteng.ai/.well-known/mcp/server-card.json",
      "proof_command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --json"
    },
    {
      "name": "openhands-workpaper-mcp",
      "type": "coding-agent-mcp-setup",
      "framework": "OpenHands",
      "command": "openhands mcp add bilig-workpaper --transport stdio npm -- exec --yes --package @bilig/workpaper@latest -- bilig-workpaper-mcp --workpaper ./.bilig/pricing.workpaper.json --init-demo-workpaper --writable",
      "config_path": "~/.openhands/mcp.json",
      "skill_path": "https://github.com/proompteng/bilig/blob/main/.agents/skills/bilig-workpaper/SKILL.md",
      "docs": "https://proompteng.github.io/bilig/openhands-workpaper-mcp.html",
      "source": "https://github.com/proompteng/bilig/blob/main/docs/openhands-workpaper-mcp.md"
    },
    {
      "name": "trae-workpaper-mcp",
      "type": "coding-agent-mcp-setup",
      "framework": "Trae",
      "command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-workpaper-mcp --workpaper ./.bilig/pricing.workpaper.json --init-demo-workpaper --writable",
      "config_path": "https://github.com/proompteng/bilig/blob/main/.trae/mcp.json",
      "rule_path": "https://github.com/proompteng/bilig/blob/main/.trae/rules/bilig-workpaper.md",
      "docs": "https://proompteng.github.io/bilig/trae-workpaper-mcp.html",
      "source": "https://github.com/proompteng/bilig/blob/main/docs/trae-workpaper-mcp.md"
    },
    {
      "name": "qodo-workpaper-mcp",
      "type": "coding-agent-mcp-setup",
      "framework": "Qodo IDE",
      "command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-workpaper-mcp --workpaper ./.bilig/pricing.workpaper.json --init-demo-workpaper --writable",
      "config_shape": "mcpServers",
      "docs": "https://proompteng.github.io/bilig/qodo-workpaper-mcp.html",
      "source": "https://github.com/proompteng/bilig/blob/main/docs/qodo-workpaper-mcp.md",
      "boundary": "Qodo IDE Agentic Tools can use the copy-paste local MCP JSON; this repo does not claim a Qodo-specific project config file."
    },
    {
      "name": "opencode-workpaper-mcp",
      "type": "coding-agent-mcp-setup",
      "framework": "OpenCode",
      "command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-workpaper-mcp --workpaper ./.bilig/pricing.workpaper.json --init-demo-workpaper --writable",
      "config_path": "https://github.com/proompteng/bilig/blob/main/opencode.jsonc",
      "agent_path": "https://github.com/proompteng/bilig/blob/main/.opencode/agents/bilig-workpaper.md",
      "docs": "https://proompteng.github.io/bilig/opencode-workpaper-mcp.html",
      "source": "https://github.com/proompteng/bilig/blob/main/docs/opencode-workpaper-mcp.md"
    },
    {
      "name": "formula-clinic",
      "type": "local-cli",
      "command": "npm exec --package @bilig/workpaper@latest -- bilig-formula-clinic ./reduced.xlsx --cells \"Summary!B7,Inputs!B2\"",
      "docs": "https://proompteng.github.io/bilig/formula-bug-clinic.html"
    }
  ],
  "skills": [
    {
      "name": "bilig-workpaper",
      "url": "https://bilig.proompteng.ai/.well-known/agent-skills/bilig-workpaper/SKILL.txt",
      "index_url": "https://proompteng.github.io/bilig/.well-known/agent-skills/index.json",
      "description": "Use @bilig/workpaper WorkPaper state, MCP tools, and formula-clinic reports instead of spreadsheet UI automation when a tool host needs formula readback."
    }
  ],
  "extra": {
    "schema_version": "agent-json-0.1.0",
    "title": "Bilig WorkPaper formula readback",
    "keywords": [
      "WorkPaper formula readback",
      "MCP WorkPaper tools",
      "tool-host workbook automation",
      "headless workbook runtime",
      "JSON WorkPaper persistence",
      "@bilig/workpaper"
    ],
    "tags": [
      "workpaper-formula-readback",
      "mcp-workpaper-tools",
      "tool-host-workbook-automation",
      "headless-workpaper",
      "json-workpaper-persistence"
    ],
    "repository": "https://github.com/proompteng/bilig",
    "license": "MIT",
    "contact": "https://github.com/proompteng/bilig/discussions/new?category=general",
    "llms_txt": "https://proompteng.github.io/bilig/llms.txt",
    "llms_full": "https://proompteng.github.io/bilig/llms-full.txt",
    "llms_install": "https://proompteng.github.io/bilig/llms-install.html",
    "llms_install_source": "https://github.com/proompteng/bilig/blob/main/llms-install.md",
    "well_known_llms_txt": "https://proompteng.github.io/bilig/.well-known/llms.txt",
    "well_known_llms_full": "https://proompteng.github.io/bilig/.well-known/llms-full.txt",
    "agent_start": "https://proompteng.github.io/bilig/agent-start.txt",
    "well_known_agent_start": "https://proompteng.github.io/bilig/.well-known/agent-start.txt",
    "skill_file": "https://bilig.proompteng.ai/.well-known/agent-skills/bilig-workpaper/SKILL.txt",
    "agent_instructions": "https://proompteng.github.io/bilig/AGENTS.md",
    "claude_code_instructions": "https://github.com/proompteng/bilig/blob/main/CLAUDE.md",
    "adoption_kit": "https://proompteng.github.io/bilig/agent-adoption-kit.html",
    "evaluator_doors": [
      {
        "name": "eval-workbook-compatibility",
        "audience": "A Node service or coding agent needs a local risk report before trusting a specific XLSX workbook.",
        "docs": "https://proompteng.github.io/bilig/workbook-compatibility-report.html",
        "source": "https://github.com/proompteng/bilig/blob/main/docs/workbook-compatibility-report.md",
        "package": "@bilig/xlsx-formula-recalc",
        "command": "npm exec --yes --package @bilig/xlsx-formula-recalc@latest -- bilig-evaluate --door workbook-compatibility --json",
        "expected_result": "bilig-evaluator.v1 JSON with unsupported functions, volatile functions, stored formula result counts, risk reasons, no compatibility score, and verified true",
        "proof_schema": "bilig-evaluator.v1",
        "canonical_door": "workbook-compatibility"
      },
      {
        "name": "eval-xlsx-recalc",
        "audience": "A service must keep an XLSX file as the contract after editing inputs in Node.js.",
        "docs": "https://proompteng.github.io/bilig/eval-xlsx-recalc.html",
        "source": "https://github.com/proompteng/bilig/blob/main/docs/eval-xlsx-recalc.md",
        "package": "@bilig/xlsx-formula-recalc",
        "command": "npx --yes --package @bilig/xlsx-formula-recalc xlsx-recalc pricing.xlsx --set Inputs!B2=48 --read Summary!B7 --out pricing.recalculated.xlsx --json",
        "expected_result": "input edit, recalculated readback, output workbook path, and verified true without Excel or LibreOffice"
      },
      {
        "name": "eval-workpaper-service",
        "audience": "A Node.js service, route, queue worker, or test needs workbook-shaped formula logic as JSON state.",
        "docs": "https://proompteng.github.io/bilig/eval-workpaper-service.html",
        "source": "https://github.com/proompteng/bilig/blob/main/docs/eval-workpaper-service.md",
        "package": "@bilig/workpaper",
        "command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door workpaper-service --json",
        "expected_result": "bilig-evaluator.v1 JSON with direct WorkPaper edit, calculated readback, JSON persistence, restore check, and verified true",
        "proof_schema": "bilig-evaluator.v1",
        "canonical_door": "workpaper-service"
      },
      {
        "name": "eval-agent-mcp",
        "audience": "A coding agent, MCP client, or tool host needs spreadsheet operations without UI automation.",
        "docs": "https://proompteng.github.io/bilig/eval-agent-mcp.html",
        "source": "https://github.com/proompteng/bilig/blob/main/docs/eval-agent-mcp.md",
        "package": "@bilig/workpaper",
        "command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --json",
        "expected_result": "bilig-evaluator.v1 JSON with MCP tool discovery, cell edit, formula readback, export, restore, tool list, and verified true",
        "proof_schema": "bilig-evaluator.v1",
        "canonical_door": "agent-mcp"
      },
      {
        "name": "eval-agent-mcp-provider-backed",
        "audience": "A coding agent sees provider-backed formulas such as IMPORTRANGE and needs fail-closed diagnostics before wiring an adapter.",
        "docs": "https://proompteng.github.io/bilig/eval-agent-mcp.html",
        "source": "https://github.com/proompteng/bilig/blob/main/docs/eval-agent-mcp.md",
        "package": "@bilig/workpaper",
        "command": "npm exec --yes --package @bilig/workpaper@latest -- bilig-evaluate --door agent-mcp --scenario provider-backed --json",
        "expected_result": "bilig-evaluator.v1 JSON with IMPORTRANGE blocked diagnostics, synthetic adapter readback, cleared diagnostics, restart proof, and verified true",
        "proof_schema": "bilig-evaluator.v1",
        "canonical_door": "agent-mcp"
      }
    ],
    "mcp": {
      "server_name": "io.github.proompteng/bilig-workpaper",
      "server_card": "https://proompteng.github.io/bilig/.well-known/mcp/server-card.json",
      "remote_server_card": "https://bilig.proompteng.ai/.well-known/mcp/server-card.json",
      "manifest": "https://proompteng.github.io/bilig/.well-known/mcp.json",
      "registry_search": "https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.proompteng%2Fbilig-workpaper",
      "remote_endpoint": "https://bilig.proompteng.ai/mcp",
      "remote_alias_endpoint": "https://bilig.proompteng.ai/mcp/workpaper",
      "remote_transport": {
        "type": "streamable-http",
        "protocol_version": "2025-11-25",
        "stateless": true,
        "authentication_required": false
      },
      "command": "npm",
      "args": [
        "exec",
        "--package",
        "@bilig/workpaper@latest",
        "--",
        "bilig-workpaper-mcp",
        "--workpaper",
        "./pricing.workpaper.json",
        "--init-demo-workpaper",
        "--writable"
      ],
      "xlsx_import_args": [
        "exec",
        "--package",
        "@bilig/workpaper@latest",
        "--",
        "bilig-workpaper-mcp",
        "--from-xlsx",
        "./pricing.xlsx"
      ],
      "tools": [
        "list_sheets",
        "read_range",
        "read_cell",
        "set_cell_contents",
        "set_cell_contents_and_readback",
        "get_cell_display_value",
        "export_workpaper_document",
        "validate_formula"
      ],
      "xlsx_import_tools": [
        "analyze_workbook_risk"
      ],
      "resources": [
        "bilig://workpaper/manifest",
        "bilig://workpaper/agent-handoff",
        "bilig://workpaper/sheets",
        "bilig://workpaper/current-document"
      ],
      "prompts": [
        "edit_and_verify_workpaper",
        "debug_workpaper_formula"
      ]
    },
    "proof_contract": {
      "rule": "Do not claim spreadsheet or workbook success from a write call alone.",
      "fields": [
        "editedCell",
        "before",
        "after",
        "afterRestore",
        "persistedDocumentBytes",
        "verified",
        "limitations"
      ],
      "accepted_aliases": {
        "afterRestore": [
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