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chatcrystal-task-recall

Recall project-first and global-supplement ChatCrystal memories before substantive implementation, refactoring, migration, configuration, investigation, or…

Skill by ZengLiangYi

IndexedApache-2.0★ 61
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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

Recall project-first and global-supplement ChatCrystal memories before substantive implementation, refactoring, migration, configuration, investigation, or optimization work. Use when the task is non-trivial, has repository or project context, and prior fixes, decisions, pitfalls, or reusable patterns may change the approach.

Use cases: productivity

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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
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/chatcrystal-task-recall

What's inside

Skill name
chatcrystal-task-recall
Description
Recall project-first and global-supplement ChatCrystal memories before substantive implementation, refactoring, migration, configuration, investigation, or optimization work. Use when the task is non-trivial, has repository or project context, and prior fixes, decisions, pitfalls, or reusable patterns may change the approach.
License
Apache-2.0
Instructions
65 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

SKILL.md (first lines)

# ChatCrystal Task Recall

Use this skill as a thin workflow on top of ChatCrystal Core. Do not invent a parallel memory system in the skill.

## Workflow

1. Decide whether the task is substantial enough to justify recall.
2. Trigger for non-trivial `implement`, `refactor`, `migration`, `config`, `investigate`, or `optimization` work.
3. Skip trivial edits, one-line answers, or purely conversational requests.
4. If `recall_for_task` is available, call it before substantive work with:
   - `mode: "task"`
   - `task.goal`: the concrete task objective
   - `task.task_kind`: the best matching task kind
   - `task.project_dir` and `task.cwd` when repository context exists
   - `task.branch` when known
   - `task.related_files` or `task.files_touched` when known
   - `task.source_agent` when the runtime has a stable value
5. Treat `project_memories` as primary context and `global_memories` as supplemental context.
6. Apply recalled pitfalls, patterns, and prior decisions before proposing or writing code.

## Example MCP Input

Use this shape when calling `recall_for_task` for implementation or investigation work:

```json
{
  "mode": "task",
  "task": {
    "goal": "Add a paginated notes export endpoint",
    "task_kind": "implement",
    "project_dir": "/path/to/project",
    "cwd": "/path/to/project",
    "branch": "feature/export-notes",
    "related_files": [
      "server/src/routes/notes.ts",
      "shared/types/index.ts"
    ],
    "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`.

- Prefer the current repository or workspace path so Core can derive `project_key`.
- Surface relevant warnings such as `no-project-key` or `no-matches`, but do not treat them as failures.
- If recall returns nothing useful, continue the task normally.

## Degraded Mode

If ChatCrystal Core or the MCP tool is unavailable:

- Continue the task without blocking.
- State briefly that long-term recall is unavailable in this environment.
- Do not claim that any memory was recalled.
- Do not instruct the runtime to auto-install ChatCrystal Core as part of the skill flow.

From ZengLiangYi/ChatCrystal, Apache-2.0.

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
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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chatcrystal-task-recall skill. Agent Mart. https://agentmart.dev/skills/zengliangyi-chatcrystal-task-recall (last updated 2026-10-24)