From 58c1f31e734b80dcf8f27ad03639681004198aa8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mois=C3=A9s=20Gana=20Obreg=C3=B3n?= Date: Tue, 27 Jan 2026 08:15:12 +0000 Subject: [PATCH 1/4] feat(implement): add ralph mode loop --- README.md | 18 ++++- hooks/hooks.json | 26 +++++++ hooks/ralph-mode/controller.js | 136 +++++++++++++++++++++++++++++++++ hooks/ralph-mode/directive.js | 55 +++++++++++++ hooks/ralph-mode/setup.js | 94 +++++++++++++++++++++++ 5 files changed, 328 insertions(+), 1 deletion(-) create mode 100644 hooks/hooks.json create mode 100755 hooks/ralph-mode/controller.js create mode 100644 hooks/ralph-mode/directive.js create mode 100644 hooks/ralph-mode/setup.js diff --git a/README.md b/README.md index fb629739..0af07b88 100644 --- a/README.md +++ b/README.md @@ -91,6 +91,22 @@ Conductor will: 3. Update the status in the plan as it progresses. 4. **Verify Progress**: Guide you through a manual verification step at the end of each phase to ensure everything works as expected. +#### Ralph Mode (Autonomous Loop) +Ralph Mode is a functionality based on the Geoffrey Huntley's Ralph loop technique for the Gemini CLI that enables continuous autonomous development cycles. It allows the agent to iteratively improve your project until completion, following an automated Red-Green-Refactor loop with built-in safeguards to prevent infinite loops. + +```bash +/conductor:implement --ralph +``` +* `--max-iterations=N`: Change the retry limit (default: 10). +* `--completion-word=WORD`: Change the work completion magic word (default: TRACK_COMPLETE). + +> [!NOTE] +> For a seamless autonomous experience, you may enable `accepts-edits` or YOLO mode in your configuration. + +> [!WARNING] +> Using Gemini CLI in YOLO mode allows the agent to modify files and use tools without explicit confirmation and authorization from the user. + + During implementation, you can also: - **Check status**: Get a high-level overview of your project's progress. @@ -113,7 +129,7 @@ During implementation, you can also: | :--- | :--- | :--- | | `/conductor:setup` | Scaffolds the project and sets up the Conductor environment. Run this once per project. | `conductor/product.md`
`conductor/product-guidelines.md`
`conductor/tech-stack.md`
`conductor/workflow.md`
`conductor/tracks.md` | | `/conductor:newTrack` | Starts a new feature or bug track. Generates `spec.md` and `plan.md`. | `conductor/tracks//spec.md`
`conductor/tracks//plan.md`
`conductor/tracks.md` | -| `/conductor:implement` | Executes the tasks defined in the current track's plan. | `conductor/tracks.md`
`conductor/tracks//plan.md` | +| /conductor:implement | Executes the tasks defined in the current track's plan. Use `--ralph` for autonomous TDD loop. | `conductor/tracks.md`
`conductor/tracks//plan.md` | | `/conductor:status` | Displays the current progress of the tracks file and active tracks. | Reads `conductor/tracks.md` | | `/conductor:revert` | Reverts a track, phase, or task by analyzing git history. | Reverts git history | | `/conductor:review` | Reviews completed work against guidelines and the plan. | Reads `plan.md`, `product-guidelines.md` | diff --git a/hooks/hooks.json b/hooks/hooks.json new file mode 100644 index 00000000..4a0a9db3 --- /dev/null +++ b/hooks/hooks.json @@ -0,0 +1,26 @@ +{ + "hooks": { + "BeforeAgent": [ + { + "hooks": [ + { + "type": "command", + "command": "node ${extensionPath}/hooks/ralph-mode/setup.js", + "name": "Ralph Mode Initializer" + } + ] + } + ], + "AfterAgent": [ + { + "hooks": [ + { + "type": "command", + "command": "node ${extensionPath}/hooks/ralph-mode/controller.js", + "name": "Ralph Mode Controller" + } + ] + } + ] + } +} \ No newline at end of file diff --git a/hooks/ralph-mode/controller.js b/hooks/ralph-mode/controller.js new file mode 100755 index 00000000..df0cd2c2 --- /dev/null +++ b/hooks/ralph-mode/controller.js @@ -0,0 +1,136 @@ +const fs = require('fs'); +const path = require('path'); +const directiveContent = require('./directive.js'); + +/** + * + * MANAGES THE AUTONOMOUS RALPH LOOP. + * + */ + +const STATE_FILE = path.join(process.cwd(), 'conductor', '.ralph-state.json'); + +async function main() { + + // State File Missing (Quiet Exit for normal usage) + if (!fs.existsSync(STATE_FILE)) { + console.log(JSON.stringify({})); + return; + } + + // Read & Parse Input + let context; + try { + context = JSON.parse(fs.readFileSync(0, 'utf8')); + } catch (e) { + console.error(`[Ralph] Error reading input: ${e.message}`); + console.log(JSON.stringify({})); + return; + } + + const { prompt_response, stop_hook_active } = context; + + // Safety Checks + if (stop_hook_active || !prompt_response) { + console.log(JSON.stringify({})); + return; + } + + // Load current Ralph loop state + let state; + try { + state = JSON.parse(fs.readFileSync(STATE_FILE, 'utf8')); + } catch (e) { + console.log(JSON.stringify({ + systemMessage: `⚠️ Ralph Error: State file is corrupt (${e.message}). Please delete .ralph-state.json.` + })); + return; + } + + // --- CORE LOGIC START --- + + // Check for Ralph Token (Agent reporting task completion status) + if (!prompt_response.includes('[Ralph]:')) { + console.log(JSON.stringify({})); + return; + } + + // Analyze for Success + const escapedWord = state.completionWord.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); + const successRegex = new RegExp('\\s*' + escapedWord + '\\s*', 'i'); + + // Case: SUCCESS + if (successRegex.test(prompt_response)) { + try { + fs.unlinkSync(STATE_FILE); + } catch (e) { + console.error(`[Ralph] Warning: Could not delete state file: ${e.message}`); + } + + console.log(JSON.stringify({ + decision: "allow", + systemMessage: "✅ Ralph: Cycle complete. State cleaned.", + })); + return; + } + + // Case: FAILURE / RETRY LOOP + // The agent reported [Ralph]: but NOT the success token. + + // Check Iteration Limit + if (state.iteration >= state.maxIterations) { + try { + fs.unlinkSync(STATE_FILE); + } catch (e) { + console.error(`[Ralph] Warning: Could not delete state file after max iterations: ${e.message}`); + } + console.log(JSON.stringify({ + decision: "deny", + reason: "Stopping Ralph loop.", + systemMessage: "🛑 Ralph: Max iterations reached. Stopping loop." + })); + return; + } + + // Increment Iteration for the next turn + const currentIteration = state.iteration || 0; + state.iteration = currentIteration + 1; + fs.writeFileSync(STATE_FILE, JSON.stringify(state, null, 2)); + + // Prepare Re-injection Context + const directive = directiveContent.replace('{{COMPLETION_WORD}}', state.completionWord); + + const failureContext = ` +[RALPH SYSTEM MESSAGE]: +The previous session context was cleared to ensure focus. +LAST STATUS: FAILED (Iteration ${state.iteration - 1} of ${state.maxIterations}) +ACTION REQUIRED: +1. **RE-ORIENT:** Run \`git status\` and \`git diff\` (or read the modified files) to understand what changes were made in the previous failed attempt. +2. **ANALYZE:** Use the failure reason provided above to determine why those changes failed or why you were stuck. +3. **FIX:** Modify the code, tests, or **Strategy** (if stuck). +4. **VERIFY:** Run tests again. +`; + + const fullContextPrompt = ` +${state.originalPrompt || ""} + +--- +${directive} +--- + +${failureContext} +`; + + // FORCE RETRY + console.log(JSON.stringify({ + decision: "deny", + clearContext: true, + reason: fullContextPrompt, // Re-injects full context prompt. + systemMessage: `🔄 Ralph: Test failure detected. Auto-retrying (Iter ${state.iteration}/${state.maxIterations})...` + })); +} + +main().catch(err => { + console.error(`[Ralph] Fatal Error: ${err.message}`); + process.exit(1); +}); diff --git a/hooks/ralph-mode/directive.js b/hooks/ralph-mode/directive.js new file mode 100644 index 00000000..f2138eea --- /dev/null +++ b/hooks/ralph-mode/directive.js @@ -0,0 +1,55 @@ +/** + * + * Exports the Ralph Protocol directive + */ + +const directive = ` +## 🔴 RALPH MODE ACTIVE: TASK EXECUTION OVERRIDE +**ATTENTION:** 🔁 Announce you are operating in **RALPH MODE** loop. + +**INSTRUCTIONS:** +1. **Execute Standard Protocol:** You MUST follow Steps **3.1**, **3.2**, **3.3**, and **3.5** of the "TRACK IMPLEMENTATION" protocol exactly as defined in the prompt. This includes updating the plan status to [~] and eventually [x]. +2. **Shell Command Execution:** When executing shell commands, you MUST use flags that reject or prevent interactive user input (e.g., \`-n\`, \`--no-input\`). +3. **OVERRIDE Step 3.4.c ONLY:** + - Do **NOT** defer to the "Task Workflow" in the **Workflow** file. + - Instead, for each task, execute this **RALPH AUTONOMOUS CYCLE**: + 1. **RED:** Write failing tests based on the **Specification**. + 2. **GREEN:** Implement code to pass tests. + 3. **VERIFY:** Run tests. + - **IF FAIL:** You may attempt to fix the code and re-run tests **ONCE** within this turn. + - **IF STILL FAILING:** You must attempt to devise and execute a single alternative fix within this turn. If the alternative also fails, you MUST respond with the following message and HALT immediately, awaiting user feedback: + > [Ralph]: + - **PASS:** Proceed to the next step. Do NOT output the \`[Ralph]:\` prefix. + 4. **RECORD:** + - Update the task status in the **Implementation Plan** to [x]. + - Stage and commit all changes (implementation + plan update) with a clear commit message. + 5. **NEXT:** Proceed to the next task in the plan immediately. Do NOT ask for permission or wait for feedback. +4. **SKIP MANUAL TASKS & INTERACTIONS:** + - **CRITICAL:** You must **NOT** ask the user for verification, confirmation, or feedback. + - If a task in the **Implementation Plan** involves "Manual Verification", "User Manual Verification", or "User Feedback": + 1. Do **NOT** perform the manual steps. + 2. Do **NOT** print the verification steps to the user. + 3. **IMMEDIATELY** mark the task as [x] in the plan. + 4. Proceed to the next task. + - **Ralph's automated tests are the ONLY source of truth.** If tests pass, the work is verified. +5. **COMPLETION & CLEANUP:** + - After you have finished **Step 3.5** (Finalizing the track, updating registry, committing), **YOU MUST VERIFY ONE LAST TIME.** + - **CRITICAL:** For all of the following conditions, you MUST output the specified \`[Ralph]:\` message directly to the user as a standard text response, NOT as a shell command. + - If **ALL** tasks in the **Implementation Plan** are marked as [x] AND **one** single test fail You MUST respond the following message directly to the user as a standard text response, NOT as a shell command: + > [Ralph]: + - **HALT immediately, finish your turn completely, and await for user feedback. + - **IF STUCK OR BLOCKED:** If you are unable to proceed for ANY reason (e.g., ambiguous specs, tool failures), first attempt to formulate and execute a single alternative strategy to overcome the obstacle within the same turn. If the alternative strategy also fails, you MUST respond with the following message and HALT immediately, awaiting user feedback: + > [Ralph]: + - Only if **ALL** tasks in the **Implementation Plan** are marked as [x] AND **ALL** project tests are currently passing, you MUST perform the following steps sequentially in your response: + 1. Execute **Section 4.0** (Doc Sync) from the original "TRACK IMPLEMENTATION" protocol, with one critical override: you MUST apply all generated documentation changes automatically without asking for user approval. + 2. Output the following consolidated completion message directly to the user as a standard text response: + > "Ralph has completed the track. Please manually verify the changes. If you are unsatisfied, you can revert the changes using commands \`/conductor:revert\` and retry with \`/conductor:implement --ralph\`. + > + > If you are satisfied, please ask me to **Archive**, **Delete**, or **Skip** the track for cleanup." + 3. As the absolute final step, after all other output, include the promise token on its own line: + > [Ralph]: {{COMPLETION_WORD}} + +**CONSTRAINT:** The **Workflow** file is valid ONLY for "Development Commands", "Testing Requirements", and "Code Style". +`; + +module.exports = directive; diff --git a/hooks/ralph-mode/setup.js b/hooks/ralph-mode/setup.js new file mode 100644 index 00000000..b99392ef --- /dev/null +++ b/hooks/ralph-mode/setup.js @@ -0,0 +1,94 @@ +const fs = require('fs'); +const path = require('path'); +const directiveContent = require('./directive.js'); + +/** + * + * INITIALIZES RALPH MODE BEFORE THE AGENT STARTS. + * + * Strategy: + * 1. Check user prompt for '--ralph' flag. + * 2. If found, create .ralph-state.json. + * 3. Inject the Ralph Protocol Directive + **/ + +const STATE_FILE = path.join(process.cwd(), 'conductor', '.ralph-state.json'); + +/** + * Extracts the value of a specific flag from a text string. + * Supports formats like --flag=value, --flag value, --flag="value". + * + * @param {string} text - The input text to search. + * @param {string} flag - The flag name (including dashes). + * @returns {string|null} The extracted value or null if not found. + */ +function getFlag(text, flag) { + const regex = new RegExp(`${flag}[=\\s]+(?:["']([^"']+)["']|([^\\s]+))`); + const match = text.match(regex); + if (!match) return null; + // match[1] is the quoted value, match[2] is the unquoted value + return match[1] || match[2]; +} + +async function main() { + // Read Input + let context; + try { + context = JSON.parse(fs.readFileSync(0, 'utf8')); + } catch (e) { + console.log(JSON.stringify({})); + return; + } + + const { prompt, timestamp } = context; + + // Check for Flag and Command Scope + if (!prompt || !prompt.includes('/conductor:implement') || !prompt.includes('--ralph')) { + console.log(JSON.stringify({})); + return; + } + + // --- RALPH MODE DETECTED --- + + // Robust Argument Parsing + const completionWord = getFlag(prompt, '--completion-word') || 'TRACK_COMPLETE'; + const maxIterationsStr = getFlag(prompt, '--max-iterations'); + const maxIterations = maxIterationsStr ? parseInt(maxIterationsStr, 10) : 10; + + // Create State File + const state = { + completionWord: completionWord, + maxIterations: maxIterations, + iteration: 1, + startedAt: timestamp || new Date().toISOString(), + originalPrompt: prompt, + }; + + try { + const dir = path.dirname(STATE_FILE); + if (!fs.existsSync(dir)) fs.mkdirSync(dir, { recursive: true }); + fs.writeFileSync(STATE_FILE, JSON.stringify(state, null, 2)); + } catch (e) { + console.log(JSON.stringify({ + systemMessage: `⚠️ Ralph Init Failed: Could not create state file (${e.message}). Loop will not be active.` + })); + return; + } + + // Inject Directive + const directive = directiveContent.replace('{{COMPLETION_WORD}}', completionWord); + + // Output the JSON response + console.log(JSON.stringify({ + hookSpecificOutput: { + hookEventName: "BeforeAgent", + additionalContext: directive + }, + systemMessage: "🔴 Ralph Mode Activated: TDD Loop Engaged.", + })); +} + +main().catch(err => { + console.error(`[Ralph Init] Fatal: ${err.message}`); + process.exit(1); +}); From 9bffd6b33b934361644b165ab5a85bbd73272eeb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mois=C3=A9s=20Gana=20Obreg=C3=B3n?= Date: Thu, 29 Jan 2026 04:57:43 +0000 Subject: [PATCH 2/4] feat(ralph): refactor autonomous loop to MCP-based AfterTool hooks - Migrated loop triggers to a TypeScript MCP server with Zod schema validation. - Transitioned Ralph Mode state management to AfterTool hooks for improved reliability. - Hardened controller logic with explicit iteration limits and failure re-injection. - Optimized autonomous directive to eliminate agent hesitation at cycle completion. - Updated extension configuration to support the compiled MCP server artifact. --- .gitignore | 3 + commands/conductor/implement.toml | 29 +- gemini-extension.json | 10 +- hooks/hooks.json | 10 +- hooks/ralph-mode/controller.js | 55 +- hooks/ralph-mode/directive.js | 56 +- hooks/ralph-mode/setup.js | 47 +- mcp-server/package-lock.json | 2711 +++++++++++++++++++++++++++++ mcp-server/package.json | 22 + mcp-server/src/index.ts | 68 + mcp-server/tsconfig.json | 21 + 11 files changed, 2909 insertions(+), 123 deletions(-) create mode 100644 mcp-server/package-lock.json create mode 100644 mcp-server/package.json create mode 100644 mcp-server/src/index.ts create mode 100644 mcp-server/tsconfig.json diff --git a/.gitignore b/.gitignore index b9099759..71808bf4 100644 --- a/.gitignore +++ b/.gitignore @@ -209,3 +209,6 @@ __marimo__/ tmp/ /.gemini/tmp/ + +# JavaScript +node_modules/ diff --git a/commands/conductor/implement.toml b/commands/conductor/implement.toml index e7597919..aeeebce1 100644 --- a/commands/conductor/implement.toml +++ b/commands/conductor/implement.toml @@ -7,6 +7,19 @@ CRITICAL: You must validate the success of every tool call. If any tool call fai --- +## 1.0.1 RALPH INITIALIZATION +**PROTOCOL: If autonomous mode is requested, initialize the Ralph loop.** + +1. **Check for Ralph Flag:** Check if the user provided the `--ralph` flag in their command. +2. **Initialize Loop:** If (and ONLY if) the `--ralph` flag is present: + - You MUST immediately call the tool `ralph_start` with the following arguments: + - `prompt`: The full text of the user's current request. + - `maxIterations`: The value of the `--max-iterations` flag if provided, otherwise 10. + - `completionWord`: The value of the `--completion-word` flag if provided, otherwise "TRACK_COMPLETE". + - **CRITICAL:** Do NOT proceed to any other steps until this tool call returns successfully. + +--- + ## 1.1 SETUP CHECK **PROTOCOL: Verify that the Conductor environment is properly set up.** @@ -15,7 +28,9 @@ CRITICAL: You must validate the success of every tool call. If any tool call fai - **Tech Stack** - **Workflow** -2. **Handle Failure:** If ANY of these are missing (or their resolved paths do not exist), Announce: "Conductor is not set up. Please run `/conductor:setup`." and HALT. +2. **Handle Failure:** If ANY of these are missing (or their resolved paths do not exist): + - If in Ralph Mode: Call `ralph_end` with `status='FAILURE'` and `message='Conductor is not set up.'`. + - Otherwise: Announce: "Conductor is not set up. Please run `/conductor:setup`." and HALT. --- @@ -28,7 +43,9 @@ CRITICAL: You must validate the success of every tool call. If any tool call fai 2. **Locate and Parse Tracks Registry:** - Resolve the **Tracks Registry**. - Read and parse this file. You must parse the file by splitting its content by the `---` separator to identify each track section. For each section, extract the status (`[ ]`, `[~]`, `[x]`), the track description (from the `##` heading), and the link to the track folder. - - **CRITICAL:** If no track sections are found after parsing, announce: "The tracks file is empty or malformed. No tracks to implement." and halt. + - **CRITICAL:** If no track sections are found after parsing: + - If in Ralph Mode: Call `ralph_end` with `status='FAILURE'` and `message='Tracks file is empty or malformed.'`. + - Otherwise: Announce: "The tracks file is empty or malformed. No tracks to implement." and halt. 3. **Continue:** Immediately proceed to the next step to select a track. @@ -43,8 +60,8 @@ CRITICAL: You must validate the success of every tool call. If any tool call fai - Announce: "No track name provided. Automatically selecting the next incomplete track: ''." - Proceed with this track. 3. **If no incomplete tracks are found:** - - Announce: "No incomplete tracks found in the tracks file. All tasks are completed!" - - Halt the process and await further user instructions. + - If in Ralph Mode: Call `ralph_end` with `status='SUCCESS'` and `message='All tracks completed.'`. + - Otherwise: Announce: "No incomplete tracks found in the tracks file. All tasks are completed!" and halt. 5. **Handle No Selection:** If no track is selected, inform the user and await further instructions. @@ -64,7 +81,9 @@ CRITICAL: You must validate the success of every tool call. If any tool call fai b. **Read Files:** - **Track Context:** Using the **Universal File Resolution Protocol**, resolve and read the **Specification** and **Implementation Plan** for the selected track. - **Workflow:** Resolve **Workflow** (via the **Universal File Resolution Protocol** using the project's index file). - c. **Error Handling:** If you fail to read any of these files, you MUST stop and inform the user of the error. + c. **Error Handling:** If you fail to read any of these files: + - If in Ralph Mode: Call `ralph_end` with `status='FAILURE'` and `message='Failed to read track context files.'`. + - Otherwise: Stop and inform the user of the error. 4. **Execute Tasks and Update Track Plan:** a. **Announce:** State that you will now execute the tasks from the track's **Implementation Plan** by following the procedures in the **Workflow**. diff --git a/gemini-extension.json b/gemini-extension.json index fe6539e7..b821af09 100644 --- a/gemini-extension.json +++ b/gemini-extension.json @@ -1,5 +1,11 @@ { "name": "conductor", "version": "0.2.0", - "contextFileName": "GEMINI.md" -} + "contextFileName": "GEMINI.md", + "mcpServers": { + "conductorServer": { + "command": "node", + "args": ["${extensionPath}/mcp-server/dist/index.js"] + } + } +} \ No newline at end of file diff --git a/hooks/hooks.json b/hooks/hooks.json index 4a0a9db3..c78669c9 100644 --- a/hooks/hooks.json +++ b/hooks/hooks.json @@ -1,7 +1,8 @@ { "hooks": { - "BeforeAgent": [ + "AfterTool": [ { + "matcher": "ralph_start", "hooks": [ { "type": "command", @@ -9,10 +10,9 @@ "name": "Ralph Mode Initializer" } ] - } - ], - "AfterAgent": [ + }, { + "matcher": "ralph_end", "hooks": [ { "type": "command", @@ -23,4 +23,4 @@ } ] } -} \ No newline at end of file +} diff --git a/hooks/ralph-mode/controller.js b/hooks/ralph-mode/controller.js index df0cd2c2..3842afef 100755 --- a/hooks/ralph-mode/controller.js +++ b/hooks/ralph-mode/controller.js @@ -3,16 +3,13 @@ const path = require('path'); const directiveContent = require('./directive.js'); /** - * - * MANAGES THE AUTONOMOUS RALPH LOOP. - * + * MANAGES THE AUTONOMOUS RALPH LOOP VIA AfterTool HOOK. */ const STATE_FILE = path.join(process.cwd(), 'conductor', '.ralph-state.json'); async function main() { - - // State File Missing (Quiet Exit for normal usage) + // State File Missing (Quiet Exit) if (!fs.existsSync(STATE_FILE)) { console.log(JSON.stringify({})); return; @@ -23,15 +20,14 @@ async function main() { try { context = JSON.parse(fs.readFileSync(0, 'utf8')); } catch (e) { - console.error(`[Ralph] Error reading input: ${e.message}`); console.log(JSON.stringify({})); return; } - const { prompt_response, stop_hook_active } = context; + const { hook_event_name, tool_name, tool_input } = context; - // Safety Checks - if (stop_hook_active || !prompt_response) { + // Check if this is the end tool + if (hook_event_name !== 'AfterTool' || !tool_name.endsWith('ralph_end')) { console.log(JSON.stringify({})); return; } @@ -41,26 +37,14 @@ async function main() { try { state = JSON.parse(fs.readFileSync(STATE_FILE, 'utf8')); } catch (e) { - console.log(JSON.stringify({ - systemMessage: `⚠️ Ralph Error: State file is corrupt (${e.message}). Please delete .ralph-state.json.` - })); - return; - } - - // --- CORE LOGIC START --- - - // Check for Ralph Token (Agent reporting task completion status) - if (!prompt_response.includes('[Ralph]:')) { console.log(JSON.stringify({})); return; } - // Analyze for Success - const escapedWord = state.completionWord.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); - const successRegex = new RegExp('\\s*' + escapedWord + '\\s*', 'i'); - + const { status, message } = tool_input; + // Case: SUCCESS - if (successRegex.test(prompt_response)) { + if (status === 'SUCCESS') { try { fs.unlinkSync(STATE_FILE); } catch (e) { @@ -75,7 +59,6 @@ async function main() { } // Case: FAILURE / RETRY LOOP - // The agent reported [Ralph]: but NOT the success token. // Check Iteration Limit if (state.iteration >= state.maxIterations) { @@ -86,15 +69,14 @@ async function main() { } console.log(JSON.stringify({ decision: "deny", - reason: "Stopping Ralph loop.", + reason: "Stopping Ralph loop. Max iterations reached.", systemMessage: "🛑 Ralph: Max iterations reached. Stopping loop." })); return; } // Increment Iteration for the next turn - const currentIteration = state.iteration || 0; - state.iteration = currentIteration + 1; + state.iteration += 1; fs.writeFileSync(STATE_FILE, JSON.stringify(state, null, 2)); // Prepare Re-injection Context @@ -103,12 +85,14 @@ async function main() { const failureContext = ` [RALPH SYSTEM MESSAGE]: The previous session context was cleared to ensure focus. -LAST STATUS: FAILED (Iteration ${state.iteration - 1} of ${state.maxIterations}) +LAST STATUS: ${status} (Iteration ${state.iteration - 1} of ${state.maxIterations}) +REASON: ${message || "No specific reason provided."} + ACTION REQUIRED: -1. **RE-ORIENT:** Run \`git status\` and \`git diff\` (or read the modified files) to understand what changes were made in the previous failed attempt. -2. **ANALYZE:** Use the failure reason provided above to determine why those changes failed or why you were stuck. -3. **FIX:** Modify the code, tests, or **Strategy** (if stuck). -4. **VERIFY:** Run tests again. +1. **RE-ORIENT:** Analyze the current project state (git status, diff, logs). +2. **FIX:** Modify the code, tests, or **Strategy** based on the failure reason. +3. **VERIFY:** Run tests again. +4. **FINALIZE:** Call 'ralph_end' with status 'SUCCESS' only when all tests pass and requirements are met. `; const fullContextPrompt = ` @@ -124,13 +108,12 @@ ${failureContext} // FORCE RETRY console.log(JSON.stringify({ decision: "deny", - clearContext: true, reason: fullContextPrompt, // Re-injects full context prompt. - systemMessage: `🔄 Ralph: Test failure detected. Auto-retrying (Iter ${state.iteration}/${state.maxIterations})...` + systemMessage: `🔄 Ralph: ${status} detected. Auto-retrying (Iter ${state.iteration}/${state.maxIterations})...` })); } main().catch(err => { - console.error(`[Ralph] Fatal Error: ${err.message}`); + console.error(`[Ralph Controller] Fatal: ${err.message}`); process.exit(1); }); diff --git a/hooks/ralph-mode/directive.js b/hooks/ralph-mode/directive.js index f2138eea..5deb9dc8 100644 --- a/hooks/ralph-mode/directive.js +++ b/hooks/ralph-mode/directive.js @@ -1,55 +1,29 @@ /** - * + * * Exports the Ralph Protocol directive */ const directive = ` ## 🔴 RALPH MODE ACTIVE: TASK EXECUTION OVERRIDE -**ATTENTION:** 🔁 Announce you are operating in **RALPH MODE** loop. +**ATTENTION:** 🔁 Operating in **RALPH MODE** autonomous loop. **INSTRUCTIONS:** -1. **Execute Standard Protocol:** You MUST follow Steps **3.1**, **3.2**, **3.3**, and **3.5** of the "TRACK IMPLEMENTATION" protocol exactly as defined in the prompt. This includes updating the plan status to [~] and eventually [x]. -2. **Shell Command Execution:** When executing shell commands, you MUST use flags that reject or prevent interactive user input (e.g., \`-n\`, \`--no-input\`). -3. **OVERRIDE Step 3.4.c ONLY:** - - Do **NOT** defer to the "Task Workflow" in the **Workflow** file. - - Instead, for each task, execute this **RALPH AUTONOMOUS CYCLE**: +1. **Execute Standard Protocol:** You MUST follow Steps **3.1**, **3.2**, **3.3**, and **3.5** of the "TRACK IMPLEMENTATION" protocol exactly as defined in the prompt. +2. **Shell Command Execution:** Use flags that reject or prevent interactive user input (e.g., "-n", "--no-input"). +3. **AUTONOMOUS CYCLE:** + - For each task, execute this **RALPH CYCLE**: 1. **RED:** Write failing tests based on the **Specification**. 2. **GREEN:** Implement code to pass tests. 3. **VERIFY:** Run tests. - - **IF FAIL:** You may attempt to fix the code and re-run tests **ONCE** within this turn. - - **IF STILL FAILING:** You must attempt to devise and execute a single alternative fix within this turn. If the alternative also fails, you MUST respond with the following message and HALT immediately, awaiting user feedback: - > [Ralph]: - - **PASS:** Proceed to the next step. Do NOT output the \`[Ralph]:\` prefix. - 4. **RECORD:** - - Update the task status in the **Implementation Plan** to [x]. - - Stage and commit all changes (implementation + plan update) with a clear commit message. - 5. **NEXT:** Proceed to the next task in the plan immediately. Do NOT ask for permission or wait for feedback. -4. **SKIP MANUAL TASKS & INTERACTIONS:** - - **CRITICAL:** You must **NOT** ask the user for verification, confirmation, or feedback. - - If a task in the **Implementation Plan** involves "Manual Verification", "User Manual Verification", or "User Feedback": - 1. Do **NOT** perform the manual steps. - 2. Do **NOT** print the verification steps to the user. - 3. **IMMEDIATELY** mark the task as [x] in the plan. - 4. Proceed to the next task. - - **Ralph's automated tests are the ONLY source of truth.** If tests pass, the work is verified. -5. **COMPLETION & CLEANUP:** - - After you have finished **Step 3.5** (Finalizing the track, updating registry, committing), **YOU MUST VERIFY ONE LAST TIME.** - - **CRITICAL:** For all of the following conditions, you MUST output the specified \`[Ralph]:\` message directly to the user as a standard text response, NOT as a shell command. - - If **ALL** tasks in the **Implementation Plan** are marked as [x] AND **one** single test fail You MUST respond the following message directly to the user as a standard text response, NOT as a shell command: - > [Ralph]: - - **HALT immediately, finish your turn completely, and await for user feedback. - - **IF STUCK OR BLOCKED:** If you are unable to proceed for ANY reason (e.g., ambiguous specs, tool failures), first attempt to formulate and execute a single alternative strategy to overcome the obstacle within the same turn. If the alternative strategy also fails, you MUST respond with the following message and HALT immediately, awaiting user feedback: - > [Ralph]: - - Only if **ALL** tasks in the **Implementation Plan** are marked as [x] AND **ALL** project tests are currently passing, you MUST perform the following steps sequentially in your response: - 1. Execute **Section 4.0** (Doc Sync) from the original "TRACK IMPLEMENTATION" protocol, with one critical override: you MUST apply all generated documentation changes automatically without asking for user approval. - 2. Output the following consolidated completion message directly to the user as a standard text response: - > "Ralph has completed the track. Please manually verify the changes. If you are unsatisfied, you can revert the changes using commands \`/conductor:revert\` and retry with \`/conductor:implement --ralph\`. - > - > If you are satisfied, please ask me to **Archive**, **Delete**, or **Skip** the track for cleanup." - 3. As the absolute final step, after all other output, include the promise token on its own line: - > [Ralph]: {{COMPLETION_WORD}} - -**CONSTRAINT:** The **Workflow** file is valid ONLY for "Development Commands", "Testing Requirements", and "Code Style". + - **IF FAIL:** Attempt to fix and re-run. If still failing, call 'ralph_end' with status='FAILURE' and include the error details in the message. + - **PASS:** Proceed to the next task. + 4. **RECORD:** Update plan status to [x] and commit changes. +4. **SKIP MANUAL TASKS:** Mark any task involving "Manual Verification" or "User Feedback" as [x] immediately and proceed. Ralph's tests are the only source of truth. +5. **COMPLETION:** + - **WHEN DONE:** If all tests pass and the track is [x]: + 1. Call 'ralph_end' with status='SUCCESS' and message='Task complete: {{COMPLETION_WORD}}'. + 2. **AFTER THE TOOL:** You will receive a confirmation message. **IMMEDIATELY** proceed to **Section 5.0** (Track Cleanup) and prompt the user. + - **IF STUCK:** If you are unable to proceed due to ambiguity or tool failures, call 'ralph_end' with status='STUCK' and explain why. `; module.exports = directive; diff --git a/hooks/ralph-mode/setup.js b/hooks/ralph-mode/setup.js index b99392ef..ad272fe3 100644 --- a/hooks/ralph-mode/setup.js +++ b/hooks/ralph-mode/setup.js @@ -3,33 +3,11 @@ const path = require('path'); const directiveContent = require('./directive.js'); /** - * - * INITIALIZES RALPH MODE BEFORE THE AGENT STARTS. - * - * Strategy: - * 1. Check user prompt for '--ralph' flag. - * 2. If found, create .ralph-state.json. - * 3. Inject the Ralph Protocol Directive + * INITIALIZES RALPH MODE AFTER THE START TOOL IS CALLED. **/ const STATE_FILE = path.join(process.cwd(), 'conductor', '.ralph-state.json'); -/** - * Extracts the value of a specific flag from a text string. - * Supports formats like --flag=value, --flag value, --flag="value". - * - * @param {string} text - The input text to search. - * @param {string} flag - The flag name (including dashes). - * @returns {string|null} The extracted value or null if not found. - */ -function getFlag(text, flag) { - const regex = new RegExp(`${flag}[=\\s]+(?:["']([^"']+)["']|([^\\s]+))`); - const match = text.match(regex); - if (!match) return null; - // match[1] is the quoted value, match[2] is the unquoted value - return match[1] || match[2]; -} - async function main() { // Read Input let context; @@ -40,27 +18,26 @@ async function main() { return; } - const { prompt, timestamp } = context; + const { hook_event_name, tool_name, tool_input } = context; - // Check for Flag and Command Scope - if (!prompt || !prompt.includes('/conductor:implement') || !prompt.includes('--ralph')) { + // Check if this is the start tool + if (hook_event_name !== 'AfterTool' || !tool_name.endsWith('ralph_start')) { console.log(JSON.stringify({})); return; } // --- RALPH MODE DETECTED --- - // Robust Argument Parsing - const completionWord = getFlag(prompt, '--completion-word') || 'TRACK_COMPLETE'; - const maxIterationsStr = getFlag(prompt, '--max-iterations'); - const maxIterations = maxIterationsStr ? parseInt(maxIterationsStr, 10) : 10; + const prompt = tool_input.prompt || ""; + const completionWord = tool_input.completionWord || 'TRACK_COMPLETE'; + const maxIterations = tool_input.maxIterations || 10; // Create State File const state = { completionWord: completionWord, maxIterations: maxIterations, iteration: 1, - startedAt: timestamp || new Date().toISOString(), + startedAt: new Date().toISOString(), originalPrompt: prompt, }; @@ -70,7 +47,9 @@ async function main() { fs.writeFileSync(STATE_FILE, JSON.stringify(state, null, 2)); } catch (e) { console.log(JSON.stringify({ - systemMessage: `⚠️ Ralph Init Failed: Could not create state file (${e.message}). Loop will not be active.` + decision: "deny", + reason: `CRITICAL: Ralph Mode failed to initialize. Could not create state file (${e.message}). Aborting autonomous mode.`, + systemMessage: "🛑 Ralph Init Failed: File system error." })); return; } @@ -81,7 +60,7 @@ async function main() { // Output the JSON response console.log(JSON.stringify({ hookSpecificOutput: { - hookEventName: "BeforeAgent", + hookEventName: "AfterTool", additionalContext: directive }, systemMessage: "🔴 Ralph Mode Activated: TDD Loop Engaged.", @@ -91,4 +70,4 @@ async function main() { main().catch(err => { console.error(`[Ralph Init] Fatal: ${err.message}`); process.exit(1); -}); +}); \ No newline at end of file diff --git a/mcp-server/package-lock.json b/mcp-server/package-lock.json new file mode 100644 index 00000000..f7d67015 --- /dev/null +++ b/mcp-server/package-lock.json @@ -0,0 +1,2711 @@ +{ + "name": "conductor", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "conductor", + "dependencies": { + "@modelcontextprotocol/sdk": "^1.24.0", + "zod": "^3.24.2" + }, + "devDependencies": { + "@types/node": "^24.5.2", + 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+#!/usr/bin/env node + +/** + * @license + * Copyright 2026 Google LLC + * SPDX-License-Identifier: Apache-2.0 + */ + +import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js'; +import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js'; +import { z } from 'zod'; + +const server = new McpServer({ + name: 'conductor', + version: '0.1.0', +}); + +server.registerTool( + 'ralph_start', + { + title: 'Ralph Start Tool', + description: 'Signals the start of a Ralph loop. This tool is used as a trigger for a `AfterTool` hook.', + inputSchema: { + prompt: z.string().describe('The full text of the user\'s request.'), + maxIterations: z.number().describe('The maximum number of iterations for the loop.'), + completionWord: z.string().describe('The word that signals completion.'), + } as any, + }, + async (args: any) => { + return { + content: [ + { + type: 'text' as const, + text: 'Ralph Start Tool Triggered.', + }, + ], + }; + } +); + +server.registerTool( + 'ralph_end', + { + title: 'Ralph End Tool', + description: 'Signals the end of a Ralph loop. This tool is used as a trigger for a `BeforeTool` hook.', + inputSchema: { + status: z.enum(['SUCCESS', 'FAILURE', 'STUCK']).describe('The final status of the loop.'), + message: z.string().describe('A message describing the result or reason for failure.'), + } as any, + }, + async (args: any) => { + return { + content: [ + { + type: 'text' as const, + text: 'Ralph End Tool Triggered.', + }, + ], + }; + } +); + +async function startServer() { + const transport = new StdioServerTransport(); + await server.connect(transport); +} + +startServer(); \ No newline at end of file diff --git a/mcp-server/tsconfig.json b/mcp-server/tsconfig.json new file mode 100644 index 00000000..15a6e4af --- /dev/null +++ b/mcp-server/tsconfig.json @@ -0,0 +1,21 @@ +{ + "compilerOptions": { + "target": "ES2020", + "module": "ESNext", + "moduleResolution": "node", + "esModuleInterop": true, + "outDir": "./dist", + "rootDir": "./src", + "strict": true, + "declaration": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true + }, + "include": [ + "src/**/*" + ], + "exclude": [ + "node_modules", + "dist" + ] +} \ No newline at end of file From a3e012638c0ae5de6b723dc25f054351a53da462 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mois=C3=A9s=20Gana=20Obreg=C3=B3n?= Date: Thu, 29 Jan 2026 23:08:58 +0000 Subject: [PATCH 3/4] chore(conductor): Ensure Ralph state file is ignored in VCS --- GEMINI.md | 1 + hooks/ralph-mode/directive.js | 11 ++++++----- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/GEMINI.md b/GEMINI.md index f859a8f9..44c7e447 100644 --- a/GEMINI.md +++ b/GEMINI.md @@ -33,6 +33,7 @@ To find a file (e.g., "**Product Definition**") within a specific context (Proje - **Product Guidelines**: `conductor/product-guidelines.md` - **Tracks Registry**: `conductor/tracks.md` - **Tracks Directory**: `conductor/tracks/` +- **Ralph Loop State**: `conductor/.ralph-state.json` (optional) **Standard Default Paths (Track):** - **Specification**: `conductor/tracks//spec.md` diff --git a/hooks/ralph-mode/directive.js b/hooks/ralph-mode/directive.js index 5deb9dc8..fb61bb53 100644 --- a/hooks/ralph-mode/directive.js +++ b/hooks/ralph-mode/directive.js @@ -8,9 +8,10 @@ const directive = ` **ATTENTION:** 🔁 Operating in **RALPH MODE** autonomous loop. **INSTRUCTIONS:** -1. **Execute Standard Protocol:** You MUST follow Steps **3.1**, **3.2**, **3.3**, and **3.5** of the "TRACK IMPLEMENTATION" protocol exactly as defined in the prompt. -2. **Shell Command Execution:** Use flags that reject or prevent interactive user input (e.g., "-n", "--no-input"). -3. **AUTONOMOUS CYCLE:** +1. **Initialization Hygiene:** Ensure the **Ralph Loop State** (resolved via the **Universal File Resolution Protocol**) is excluded from version control and the agent's context. Add it to the appropriate ignore files for the active VCS (e.g., .gitignore, .hgignore) and tool configuration (e.g., .geminiignore) if not already present. +2. **Execute Standard Protocol:** You MUST follow Steps **3.1**, **3.2**, **3.3**, and **3.5** of the "TRACK IMPLEMENTATION" protocol exactly as defined in the prompt. +3. **Shell Command Execution:** Use flags that reject or prevent interactive user input (e.g., "-n", "--no-input"). +4. **AUTONOMOUS CYCLE:** - For each task, execute this **RALPH CYCLE**: 1. **RED:** Write failing tests based on the **Specification**. 2. **GREEN:** Implement code to pass tests. @@ -18,8 +19,8 @@ const directive = ` - **IF FAIL:** Attempt to fix and re-run. If still failing, call 'ralph_end' with status='FAILURE' and include the error details in the message. - **PASS:** Proceed to the next task. 4. **RECORD:** Update plan status to [x] and commit changes. -4. **SKIP MANUAL TASKS:** Mark any task involving "Manual Verification" or "User Feedback" as [x] immediately and proceed. Ralph's tests are the only source of truth. -5. **COMPLETION:** +5. **SKIP MANUAL TASKS:** Mark any task involving "Manual Verification" or "User Feedback" as [x] immediately and proceed. Ralph's tests are the only source of truth. +6. **COMPLETION:** - **WHEN DONE:** If all tests pass and the track is [x]: 1. Call 'ralph_end' with status='SUCCESS' and message='Task complete: {{COMPLETION_WORD}}'. 2. **AFTER THE TOOL:** You will receive a confirmation message. **IMMEDIATELY** proceed to **Section 5.0** (Track Cleanup) and prompt the user. From fee58cf5d14d07131f9f43a23ce14302c764279c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mois=C3=A9s=20Gana=20Obreg=C3=B3n?= Date: Fri, 30 Jan 2026 22:37:27 +0000 Subject: [PATCH 4/4] refactor(ralph): Move directive to Markdown and use relative path resolution for extension path --- hooks/ralph-mode/controller.js | 16 +++++++++++++++- hooks/ralph-mode/{directive.js => directive.md} | 12 ++---------- hooks/ralph-mode/setup.js | 14 +++++++++++++- 3 files changed, 30 insertions(+), 12 deletions(-) rename hooks/ralph-mode/{directive.js => directive.md} (91%) diff --git a/hooks/ralph-mode/controller.js b/hooks/ralph-mode/controller.js index 3842afef..d8f523e2 100755 --- a/hooks/ralph-mode/controller.js +++ b/hooks/ralph-mode/controller.js @@ -1,6 +1,5 @@ const fs = require('fs'); const path = require('path'); -const directiveContent = require('./directive.js'); /** * MANAGES THE AUTONOMOUS RALPH LOOP VIA AfterTool HOOK. @@ -79,6 +78,21 @@ async function main() { state.iteration += 1; fs.writeFileSync(STATE_FILE, JSON.stringify(state, null, 2)); + // Load Directive + let directiveContent = ""; + try { + const directivePath = path.join(__dirname, 'directive.md'); + directiveContent = fs.readFileSync(directivePath, 'utf8'); + } catch (e) { + console.log(JSON.stringify({ + decision: "deny", + reason: `CRITICAL: Ralph Mode controller failed. Could not read directive file (${e.message}). Aborting loop.`, + systemMessage: "🛑 Ralph Controller Failed: Missing directive." + })); + return; + } + + // Prepare Re-injection Context const directive = directiveContent.replace('{{COMPLETION_WORD}}', state.completionWord); diff --git a/hooks/ralph-mode/directive.js b/hooks/ralph-mode/directive.md similarity index 91% rename from hooks/ralph-mode/directive.js rename to hooks/ralph-mode/directive.md index fb61bb53..3366b332 100644 --- a/hooks/ralph-mode/directive.js +++ b/hooks/ralph-mode/directive.md @@ -1,11 +1,6 @@ -/** - * - * Exports the Ralph Protocol directive - */ - -const directive = ` ## 🔴 RALPH MODE ACTIVE: TASK EXECUTION OVERRIDE -**ATTENTION:** 🔁 Operating in **RALPH MODE** autonomous loop. +**ATTENTION:** Announce verbatim + > 🔁 Operating in **RALPH MODE** autonomous loop. **INSTRUCTIONS:** 1. **Initialization Hygiene:** Ensure the **Ralph Loop State** (resolved via the **Universal File Resolution Protocol**) is excluded from version control and the agent's context. Add it to the appropriate ignore files for the active VCS (e.g., .gitignore, .hgignore) and tool configuration (e.g., .geminiignore) if not already present. @@ -25,6 +20,3 @@ const directive = ` 1. Call 'ralph_end' with status='SUCCESS' and message='Task complete: {{COMPLETION_WORD}}'. 2. **AFTER THE TOOL:** You will receive a confirmation message. **IMMEDIATELY** proceed to **Section 5.0** (Track Cleanup) and prompt the user. - **IF STUCK:** If you are unable to proceed due to ambiguity or tool failures, call 'ralph_end' with status='STUCK' and explain why. -`; - -module.exports = directive; diff --git a/hooks/ralph-mode/setup.js b/hooks/ralph-mode/setup.js index ad272fe3..b4c3aa25 100644 --- a/hooks/ralph-mode/setup.js +++ b/hooks/ralph-mode/setup.js @@ -1,6 +1,5 @@ const fs = require('fs'); const path = require('path'); -const directiveContent = require('./directive.js'); /** * INITIALIZES RALPH MODE AFTER THE START TOOL IS CALLED. @@ -55,6 +54,19 @@ async function main() { } // Inject Directive + let directiveContent = ""; + try { + const directivePath = path.join(__dirname, 'directive.md'); + directiveContent = fs.readFileSync(directivePath, 'utf8'); + } catch (e) { + console.log(JSON.stringify({ + decision: "deny", + reason: `CRITICAL: Ralph Mode failed to initialize. (${e.message}). Aborting.`, + systemMessage: "🛑 Ralph Init Failed: Missing directive." + })); + return; + } + const directive = directiveContent.replace('{{COMPLETION_WORD}}', completionWord); // Output the JSON response