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Update prompts to focus on outcomes, not exploration
Explicitly tell the LLM to never mention reading/exploring as
accomplishments. Focus on what was BUILT, FIXED, or CHANGED.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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src/core/summarizer.ts
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src/core/summarizer.ts
···
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const sessionSummarySchema = z.object({
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shortSummary: z
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.string()
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.describe('1-2 sentence summary focusing on what was accomplished, built, or fixed'),
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.describe('1-2 sentence summary of what was BUILT, FIXED, or CHANGED. Never mention reading/exploring.'),
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accomplishments: z
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.array(z.string())
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.describe('List of specific outcomes: features built, bugs fixed, problems solved'),
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.describe('List of concrete outcomes only: features built, bugs fixed, code written. Never include exploration or research.'),
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filesChanged: z
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.array(z.string())
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.describe('List of files that were modified or created'),
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const transcript = createCondensedTranscript(session);
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const systemPrompt = `You summarize Claude Code sessions for a worklog.
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Focus on outcomes: features built, bugs fixed, problems solved.
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If little was done (exploration/questions only), say so briefly in the summary.`;
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Focus ONLY on outcomes: features built, bugs fixed, code written, problems solved.
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Never mention exploration, reading code, or research as accomplishments - those are not work.
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If files were edited, describe what was changed and why.`;
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const userPrompt = `Summarize this Claude Code session:\n\n${transcript}`;
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···
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const dailySummarySchema = z.object({
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projects: z
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.array(z.object({
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name: z.string().describe('Project name'),
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summary: z.string().describe('Very brief summary, 5-10 words max, like "fixed auth bug, added tests"'),
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name: z.string().describe('Project name - use exactly as given'),
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summary: z.string().describe('Very brief OUTCOMES only, 5-10 words max, like "fixed auth bug, added tests". Never mention exploration.'),
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}))
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.describe('List of projects worked on with brief summaries'),
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.describe('List of projects with brief outcome summaries'),
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});
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export type DailySummary = z.infer<typeof dailySummarySchema>;
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.join('\n');
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const systemPrompt = `Summarize a developer's daily work by project.
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Keep each project summary VERY brief: 5-10 words max, like "debugged chart animations, mapped project structure".
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Just the key activities, no details. Comma-separated phrases, not full sentences.
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Keep each project summary VERY brief: 5-10 words max, like "fixed auth bug, added user settings".
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Focus on OUTCOMES only: what was built, fixed, or changed. Not what was read or explored.
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Comma-separated phrases, not full sentences. Use action verbs: built, fixed, added, refactored.
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IMPORTANT: Use the exact project names given - do not rename or paraphrase them.`;
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const userPrompt = `Summarize this developer's day (${date}):\n\n${projectSummaries}`;