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Jason Hsieh

Community

@jason-hchsieh · Taiwan

9Followers
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42Public Repos
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14Published Skills

Agent Skills by Jason Hsieh

Showing 14 vetted skills indexed across 2 GitHub repositories.

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test-skill-2

Validate Skill metadata, structure, and YAML frontmatter for discovery.

Community
Basic
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Context Window Management

Compress context and spawn fresh agents when usage exceeds defined thresholds.

Community
Advanced
jason-hchsiehjason-hchsieh

Recovery and Escalation Protocols

Detect, recover from, and escalate workflow blockers via structured rollback protocols.

Community
Advanced
jason-hchsiehjason-hchsieh

Project Setup Workflow

Bootstrap Mycelium projects by detecting state and creating .workflow structure.

Community
Intermediate
jason-hchsiehjason-hchsieh

Task Planning and Breakdown

Decompose high-level requirements into phased task plans with dependencies.

Community
Advanced
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Evidence-Based Verification

Validate completed software features with concrete test evidence.

Community
Advanced
jason-hchsiehjason-hchsieh

Solution Capture and Learning

Capture resolved issues into structured solution templates for reusable knowledge.

Community
Advanced
jason-hchsiehjason-hchsieh

Iron Law TDD

Enforce a strict 11-step TDD cycle from failing test creation to refactor checks.

Community
Advanced
jason-hchsiehjason-hchsieh

gitea

Automate Gitea repository and issue management via gitea-mcp and tea CLI.

Community
Intermediate
jason-hchsiehjason-hchsieh

learn

Extract reusable instincts with triggers, actions, evidence, and confidence into Markdown files.

Community
Intermediate
jason-hchsiehjason-hchsieh

instinct-status

Display learned instincts with confidence scores grouped by domain.

Community
Intermediate
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evolve

Cluster related instincts and evolve them into SKILL.md artifacts.

Community
Advanced
jason-hchsiehjason-hchsieh

instinct-import

Import instincts from versioned JSON exports into Claude's learning system.

Community
Advanced
jason-hchsiehjason-hchsieh

instinct-export

Export sanitized instincts to a timestamped JSON package.

Community
Intermediate