tsg-pipeline
Configures and updates behavior for the TSG Builder research and documentation pipeline.
Install
mkdir -p .claude/skills/tsg-pipeline && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/17879" && unzip -o skill.zip -d .claude/skills/tsg-pipeline && rm skill.zipInstalls to .claude/skills/tsg-pipeline
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Use when: changing TSG Builder pipeline behavior, stage prompts, TSG markers, required headings, review warnings, retries, or Research/Write/Review contracts.Key capabilities
- →Modify TSG Builder pipeline behavior
- →Update stage prompts within the TSG Builder
- →Change TSG markers and required headings
- →Adjust review warnings and retry mechanisms
How it works
The workflow involves reading existing instructions, inspecting the relevant code surface, adding or updating focused tests, and synchronizing documentation with prompt or contract changes.
Inputs & outputs
When to use tsg-pipeline
- →Change pipeline stage prompts
- →Update TSG research markers
- →Modify documentation review contracts
About this skill
TSG Pipeline Skill
Use this workflow for changes to pipeline.py, tsg_constants.py, stage instructions, marker contracts, or review behavior.
Contracts
- Pipeline order is Research -> Write -> Review.
- Research has Web Search and Microsoft Learn MCP tools; Writer and Reviewer have no tools.
- User notes are authoritative.
- Research gaps are informational, except absent internal diagnostic/tool details such as Kusto, ASC, or Acis, which the Writer marks as
{{MISSING::...}}when not present in notes or research. - Final TSG content must stay between
<!-- TSG_BEGIN -->and<!-- TSG_END -->. - Follow-up questions must stay after the TSG block between
<!-- QUESTIONS_BEGIN -->and<!-- QUESTIONS_END -->. - Review
accuracy_issuesandsuggestionsare warnings, not blockers.
Workflow
- Read
.github/instructions/pipeline.instructions.md. - Inspect the narrow stage/function/test surface before editing.
- Add or update focused tests for the changed contract.
- Keep docs and instructions synchronized with prompt/contract changes.
Validation
Run the narrow affected tests first, then make test-quick.
When not to use it
- →When modifying content outside of `pipeline.py` or `tsg_constants.py`
- →When the changes are not related to Research/Write/Review contracts
Limitations
- →Limited to changes in `pipeline.py` and `tsg_constants.py`
- →Limited to stage instructions, marker contracts, or review behavior
- →Requires adherence to Research -> Write -> Review pipeline order
How it compares
This skill provides a structured approach to modifying the TSG Builder's internal logic and contracts, ensuring consistency and proper testing, unlike direct, unguided code alterations.
Compared to similar skills
tsg-pipeline side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| tsg-pipeline (this skill) | 0 | 21d | No flags | Intermediate |
| codex-cli-bridge | 9 | 9mo | Review | Intermediate |
| droidrun-docs | 1 | 1mo | Review | Intermediate |
| mflux-release | 1 | 4mo | No flags | Beginner |
Try saying
Example prompts that trigger this skill in your AI assistant.
You might also like
codex-cli-bridge
alirezarezvani
Bridge between Claude Code and OpenAI Codex CLI - generates AGENTS.md from CLAUDE.md, provides Codex CLI execution helpers, and enables seamless interoperability between both tools
droidrun-docs
droidrun
DroidRun documentation reference. Use when users ask about DroidRun setup, configuration, SDK usage, CLI commands, device setup, agents, architecture, app cards, credentials, tracing, Docker, migration, structured output, or any DroidRun "how do I..." questions.
mflux-release
filipstrand
Prepare a release in mflux (version bump, changelog, uv lock) without tagging/publishing.
code-changelog
bear2u
AI가 만든 모든 코드 변경사항을 reviews 폴더에 기록하고 간단한 HTML 뷰어로 웹 브라우저에서 실시간 확인할 수 있습니다. 매 수정마다 문서가 생성되고 Python 서버로 즉시 확인 가능합니다.
skills
emergencescience
Instructions for AI coding agents (Claude Code, Hermes, Cursor, etc.) contributing to this project.
project-maintenance
Dilaansg
Use when changing the Farmadil System project, especially when adding new libraries, updating requirements.txt, or making major changes that require updating DESCRIPCION_SISTEMA.md.