fix(skills): inject skill list into system prompt for LLM awareness
Problem: Agent could not invoke appropriate skills when user asked about financial reports because LLM didn't know which skills were available. Root causes: 1. System prompt lacked available skill list 2. SkillManifest struct missing 'triggers' field 3. SKILL.md loader not parsing triggers list 4. "财报" keyword not matching "财务报告" trigger Changes: - Add triggers field to SkillManifest struct - Parse triggers list from SKILL.md frontmatter - Inject skill list into system prompt in kernel.rs - Add "财报", "财务数据", "盈利", "营收" triggers to finance-tracker - Add "财报分析" trigger to analytics-reporter - Document fix in troubleshooting.md Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -41,6 +41,8 @@ pub fn parse_skill_md(content: &str) -> Result<SkillManifest> {
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let mut mode = SkillMode::PromptOnly;
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let mut capabilities = Vec::new();
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let mut tags = Vec::new();
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let mut triggers = Vec::new();
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let mut in_triggers_list = false;
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// Parse frontmatter if present
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if content.starts_with("---") {
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@@ -51,6 +53,15 @@ pub fn parse_skill_md(content: &str) -> Result<SkillManifest> {
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if line.is_empty() || line == "---" {
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continue;
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}
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// Handle triggers list items
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if in_triggers_list && line.starts_with("- ") {
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triggers.push(line[2..].trim().trim_matches('"').to_string());
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continue;
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} else {
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in_triggers_list = false;
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}
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if let Some((key, value)) = line.split_once(':') {
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let key = key.trim();
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let value = value.trim().trim_matches('"');
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@@ -69,6 +80,16 @@ pub fn parse_skill_md(content: &str) -> Result<SkillManifest> {
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.map(|s| s.trim().to_string())
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.collect();
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}
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"triggers" => {
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// Check if it's a list on next lines or inline
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if value.is_empty() {
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in_triggers_list = true;
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} else {
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triggers = value.split(',')
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.map(|s| s.trim().trim_matches('"').to_string())
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.collect();
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}
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}
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_ => {}
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}
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}
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@@ -137,6 +158,7 @@ pub fn parse_skill_md(content: &str) -> Result<SkillManifest> {
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input_schema: None,
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output_schema: None,
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tags,
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triggers,
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enabled: true,
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})
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}
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@@ -159,6 +181,7 @@ pub fn parse_skill_toml(content: &str) -> Result<SkillManifest> {
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let mut mode = "prompt_only".to_string();
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let mut capabilities = Vec::new();
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let mut tags = Vec::new();
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let mut triggers = Vec::new();
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for line in content.lines() {
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let line = line.trim();
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@@ -189,6 +212,13 @@ pub fn parse_skill_toml(content: &str) -> Result<SkillManifest> {
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.filter(|s| !s.is_empty())
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.collect();
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}
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"triggers" => {
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let value = value.trim_start_matches('[').trim_end_matches(']');
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triggers = value.split(',')
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.map(|s| s.trim().trim_matches('"').to_string())
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.filter(|s| !s.is_empty())
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.collect();
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}
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_ => {}
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}
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}
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@@ -215,6 +245,7 @@ pub fn parse_skill_toml(content: &str) -> Result<SkillManifest> {
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input_schema: None,
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output_schema: None,
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tags,
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triggers,
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enabled: true,
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})
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}
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