zclaw_openfang

iven/zclaw_openfang

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Author	SHA1	Message	Date
iven	9981a4674e	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>	2026-03-24 15:39:18 +08:00
iven	d64903ba21	feat(skills): complete multi-agent collaboration framework ## Skills Ecosystem (60+ Skills) - Engineering: 7 skills (ai-engineer, backend-architect, etc.) - Testing: 8 skills (reality-checker, evidence-collector, etc.) - Support: 6 skills (support-responder, analytics-reporter, etc.) - Design: 7 skills (ux-architect, brand-guardian, etc.) - Product: 3 skills (sprint-prioritizer, trend-researcher, etc.) - Marketing: 4+ skills (growth-hacker, content-creator, etc.) - PM: 5 skills (studio-producer, project-shepherd, etc.) - Spatial: 6 skills (visionos-spatial-engineer, etc.) - Specialized: 6 skills (agents-orchestrator, etc.) ## Collaboration Framework - Coordination protocols (handoff-templates, agent-activation) - 7-phase playbooks (Discovery → Operate) - Standardized skill template for consistency ## Quality Improvements - Each skill now includes: Identity, Mission, Workflow, Deliverable Format - Collaboration triggers define when to invoke other agents - Success metrics provide measurable quality standards Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-03-15 03:07:31 +08:00

Author

SHA1

Message

Date

iven

9981a4674e

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>

2026-03-24 15:39:18 +08:00

iven

d64903ba21

feat(skills): complete multi-agent collaboration framework

## Skills Ecosystem (60+ Skills)
- Engineering: 7 skills (ai-engineer, backend-architect, etc.)
- Testing: 8 skills (reality-checker, evidence-collector, etc.)
- Support: 6 skills (support-responder, analytics-reporter, etc.)
- Design: 7 skills (ux-architect, brand-guardian, etc.)
- Product: 3 skills (sprint-prioritizer, trend-researcher, etc.)
- Marketing: 4+ skills (growth-hacker, content-creator, etc.)
- PM: 5 skills (studio-producer, project-shepherd, etc.)
- Spatial: 6 skills (visionos-spatial-engineer, etc.)
- Specialized: 6 skills (agents-orchestrator, etc.)

## Collaboration Framework
- Coordination protocols (handoff-templates, agent-activation)
- 7-phase playbooks (Discovery → Operate)
- Standardized skill template for consistency

## Quality Improvements
- Each skill now includes: Identity, Mission, Workflow, Deliverable Format
- Collaboration triggers define when to invoke other agents
- Success metrics provide measurable quality standards

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-03-15 03:07:31 +08:00

2 Commits