chatcrystal-debug-recall
Recall ChatCrystal memories for debugging tasks involving failing tests, compiler errors, runtime exceptions, dependency issues, environment breakage, or…
Skill by ZengLiangYi
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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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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. 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/chatcrystal-debug-recall
What's inside
- Skill name
chatcrystal-debug-recall- Description
- Recall ChatCrystal memories for debugging tasks involving failing tests, compiler errors, runtime exceptions, dependency issues, environment breakage, or performance regressions. Use when historical root causes, fixes, or pitfalls may accelerate diagnosis before proposing a fix.
- License
- Apache-2.0
- Instructions
- 73 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- openai.yaml · agents/
SKILL.md (first lines)
# ChatCrystal Debug Recall
Use this skill when the task is clearly about diagnosis or debugging. Keep the skill thin and let ChatCrystal Core handle retrieval.
## Workflow
1. Trigger when the task includes failing tests, compiler errors, runtime exceptions, broken dependencies, environment problems, or performance regressions.
2. If `recall_for_task` is available, call it before proposing a fix with:
- `mode: "debug"`
- `task.goal`: the concrete debugging objective
- `task.task_kind: "debug"`
- `task.project_dir` and `task.cwd` when known
- `task.branch` when known
- `task.related_files` or `task.files_touched` when known
- `task.error_signatures` populated with the most useful identifiers available
3. Prefer concrete signals such as:
- failing test names
- exception classes
- error codes
- log signatures
- package or tool versions when they materially affect the failure
4. Prioritize returned memories that explain root cause, remediation, or known pitfalls.
5. Use recalled memories to sharpen diagnosis, not to skip verification in the current environment.
## Example MCP Input
Use this shape when calling `recall_for_task` for debugging:
```json
{
"mode": "debug",
"task": {
"goal": "Diagnose failing build after TypeScript upgrade",
"task_kind": "debug",
"project_dir": "/path/to/project",
"cwd": "/path/to/project",
"branch": "upgrade/typescript",
"related_files": [
"server/src/cli/mcp/server.ts",
"tsconfig.base.json"
],
"error_signatures": [
"TS2322",
"Type is not assignable"
],
"source_agent": "codex"
},
"options": {
"project_limit": 5,
"global_limit": 3,
"include_relations": true
}
}
```
## Full Mode
Full mode requires ChatCrystal Core plus MCP access to `recall_for_task`.
- Keep `project_memories` primary and `global_memories` secondary.
- If the response includes warnings or `no-matches`, continue debugging normally.
- Do not overfit to a recalled fix when the current failure signature diverges materially.
## Degraded Mode
If ChatCrystal Core or the MCP tool is unavailable:
- Continue the debugging task without blocking.
- State briefly that long-term debug recall is unavailable.
- Do not fabricate historical failures, causes, or fixes.
- Do not turn installation commands into automatic skill steps.From ZengLiangYi/ChatCrystal, Apache-2.0.
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Signals
- Stars
- 61
- Forks
- 5
- Open issues
- 0
- Contributors
- 2
- Last commit (this folder)
- Apr 24, 2026 (6 months ago)
- Last release
- Sep 20, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/ZengLiangYi/ChatCrystal
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
chatcrystal-debug-recall skill. Agent Mart. https://agentmart.dev/skills/zengliangyi-chatcrystal-debug-recall (last updated 2026-10-24)