import type { AgentPersona, OutputDiscipline } from '../types/persona/index.js' import { type Skill, isInvocableBy } from '../types/skills/index.js' export function assembleSystemPrompt(persona: AgentPersona, skills?: Skill[]): string { const sections: string[] = [] sections.push( `## Identity\n**${persona.identity.role}**\n\n${persona.identity.description.trim()}`, ) if (persona.expertise && persona.expertise.domains.length > 0) { const list = persona.expertise.domains.map((d) => `- ${d}`).join('\n') sections.push(`## Expertise\n${list}`) } if (persona.reflexes) { if (persona.reflexes.constraints.length > 0) { const list = persona.reflexes.constraints.map((c) => `- ${c.trim()}`).join('\n') sections.push(`## Constraints\n${list}`) } if (persona.reflexes.toolGuidance) { sections.push(`## Tool Guidance\n${persona.reflexes.toolGuidance.trim()}`) } } const skillsSection = renderSkillsSection(skills) if (skillsSection) { sections.push(skillsSection) } if (persona.reflexes?.outputDiscipline) { sections.push(renderOutputDiscipline(persona.reflexes.outputDiscipline)) } if (persona.output) { sections.push(`## Output Format\n${persona.output.format.trim()}`) } if (persona.sessionContext) { sections.push(`## Session Context\n${persona.sessionContext.trim()}`) } return sections.join('\n\n') } export function renderSkillsSection(skills?: Skill[]): string | null { if (!skills || skills.length === 0) return null // Only what the MODEL may invoke. An operator-only skill listed here is // something the model will read as available and attempt — "collect a // support bundle", "rotate the deploy key" — and the attempt is the // failure, not the listing. const forModel = skills.filter((skill) => isInvocableBy(skill, 'model')) if (forModel.length === 0) return null const available = forModel .map((s) => { const lines = [ '', `${s.metadata.name}`, `${s.metadata.description.trim()}`, `${s.dirPath}/SKILL.md`, ] if (s.metadata.compatibility) { lines.push(`${s.metadata.compatibility}`) } if (s.metadata.license) { lines.push(`${s.metadata.license}`) } if (s.metadata.allowedTools) { lines.push(`${s.metadata.allowedTools}`) } lines.push('') return lines.join('\n') }) .join('\n') // `forModel`, not `skills`: a loaded operator-only skill would otherwise // have its whole BODY pasted into the model's prompt while being absent // from the manifest above — the worst of both, since the model gets the // instructions and no listing that would let it reason about them. const loadedSkills = forModel.filter((s) => s.body) const sections = [ `## Available Skills\nThe following block is a manifest, not the full skill content. Skill metadata is always visible; SKILL.md bodies are loaded only when the user's task matches the skill description.\n\n\n${available}\n\n\nSkill usage protocol:\n- Plain questions do not require a skill.\n- When a matching skill is already listed under Loaded Skills, apply its loaded instructions.\n- When a matching skill is not loaded and the runtime exposes filesystem or skill-loading tools, read the SKILL.md at its before writing code, creating files, running shell commands for that workflow, or calling mutation tools guided by the skill.\n- Do not claim to have read a SKILL.md until its content is actually present in the prompt or returned by a tool.\n- Tool schemas and runtime permissions remain authoritative; skills provide guidance, not hidden tools.`, ] if (loadedSkills.length > 0) { const skillSections = loadedSkills.map( (s) => `### ${s.metadata.name}\n**Skill directory:** \`${s.dirPath}\`\n\n${s.body}`, ) sections.push(`## Loaded Skills\n\n${skillSections.join('\n\n')}`) } return sections.join('\n\n') } export function renderOutputDiscipline(discipline: OutputDiscipline): string { const lines: string[] = [] if (discipline.betweenToolCalls === 'silent') { lines.push('- Emit zero words between tool calls. Call tools back-to-back with no narration.') } else { lines.push( '- Emit minimal text between tool calls. Keep inter-tool narration to a single short sentence.', ) } if (discipline.suppressInnerMonologue) { lines.push('- Do not output inner monologue, reasoning traces, or planning text between turns.') } if (discipline.finalResponse?.singleFileMaxWords) { lines.push( `- Final response for single-file changes: ${discipline.finalResponse.singleFileMaxWords} words maximum. Describe the why, not the what.`, ) } if (discipline.finalResponse?.multiFileMaxWords) { lines.push( `- Final response for multi-file changes: ${discipline.finalResponse.multiFileMaxWords} words maximum. Summarize intent and scope.`, ) } return `## Output Discipline\n${lines.join('\n')}` } export function mergePersonas(base: AgentPersona, override: Partial): AgentPersona { return { identity: override.identity ?? base.identity, expertise: { domains: [...(base.expertise?.domains ?? []), ...(override.expertise?.domains ?? [])], }, reflexes: { constraints: [ ...(base.reflexes?.constraints ?? []), ...(override.reflexes?.constraints ?? []), ], toolGuidance: override.reflexes?.toolGuidance ?? base.reflexes?.toolGuidance, outputDiscipline: override.reflexes?.outputDiscipline ?? base.reflexes?.outputDiscipline, }, output: override.output ?? base.output, sessionContext: override.sessionContext ?? base.sessionContext, } } export function withSessionContext(persona: AgentPersona, sessionContext: string): AgentPersona { return { ...persona, sessionContext } }