Skillquality 0.46
chatcrystal-debug-recall
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.
Price
free
Protocol
skill
Verified
no
What it does
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
- Trigger when the task includes failing tests, compiler errors, runtime exceptions, broken dependencies, environment problems, or performance regressions.
- If
recall_for_taskis available, call it before proposing a fix with:mode: "debug"task.goal: the concrete debugging objectivetask.task_kind: "debug"task.project_dirandtask.cwdwhen knowntask.branchwhen knowntask.related_filesortask.files_touchedwhen knowntask.error_signaturespopulated with the most useful identifiers available
- Prefer concrete signals such as:
- failing test names
- exception classes
- error codes
- log signatures
- package or tool versions when they materially affect the failure
- Prioritize returned memories that explain root cause, remediation, or known pitfalls.
- 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:
{
"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_memoriesprimary andglobal_memoriessecondary. - 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.
Capabilities
skillsource-zengliangyiskill-chatcrystal-debug-recalltopic-agent-skillstopic-ai-memorytopic-ai-toolstopic-claude-codetopic-codextopic-cursortopic-electrontopic-knowledge-graphtopic-knowledge-managementtopic-llmtopic-mcptopic-mcp-server
Install
Installnpx skills add ZengLiangYi/ChatCrystal
Transportskills-sh
Protocolskill
Quality
0.46/ 1.00
deterministic score 0.46 from registry signals: · indexed on github topic:agent-skills · 16 github stars · SKILL.md body (2,374 chars)
Provenance
Indexed fromgithub
Enriched2026-04-25 19:01:45Z · deterministic:skill-github:v1 · v1
First seen2026-04-24
Last seen2026-04-25