debug-protocol-dataflow
Trace live data and commands across source, backend actor, bus, and frontend boundaries.
Skill by orrenravid1
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: frontend, backend, data
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/debug-protocol-dataflow
What's inside
- Skill name
debug-protocol-dataflow- Description
- Trace live data and commands across source, backend actor, bus, and frontend boundaries.
- License
- Apache-2.0
- Instructions
- 20 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Debug Protocol Dataflow Treat current src/ as authority. Do not begin from architecture docs or old tests. Debug in this order: 1. Reduce failure to smallest source declaration that still reproduces it. 2. Confirm source binding or simulator-native collector reads expected value. 3. Confirm backend actor emits expected typed update with fragment tag. 4. Confirm bus route delivers update to intended actor. 5. Confirm frontend projection stores update under expected scoped reference. 6. Confirm refresh planner targets expected view and panel. 7. Trace command path in reverse for controls, actions, and selection. Use existing logging framework. Add temporary boundary timing or count logs when needed, then remove noisy diagnostics after cause is known. Preserve NEURON and Jaxley native collectors when fixing shared source behavior.
From orrenravid1/CompNeuroVis, Apache-2.0.
More from orrenravid1/CompNeuroVis
- 0.501score
debug-rendering
orrenravid1
Debug blank, incorrect, delayed, or slow VisPy panels after dataflow is confirmed.
SkillCFreshness: C★ 2Claude Code +9 - 0.496score
scratch-exploration
orrenravid1
Build a disposable script or notebook to validate one assumption before changing source.
SkillCFreshness: C★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 1
- Last commit (this folder)
- Jul 14, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/orrenravid1/CompNeuroVis
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from orrenravid1
- 0.501score
debug-rendering
orrenravid1
Debug blank, incorrect, delayed, or slow VisPy panels after dataflow is confirmed.
SkillCFreshness: C★ 2Claude Code +9 - 0.496score
scratch-exploration
orrenravid1
Build a disposable script or notebook to validate one assumption before changing source.
SkillCFreshness: C★ 2Claude Code +9
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Cite this page
debug-protocol-dataflow skill. Agent Mart. https://agentmart.dev/skills/orrenravid1-debug-protocol-dataflow (last updated 2026-10-24)