ChatCrystal Task Recall

SkillProductivity

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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the ChatCrystal Task Recall skill

What this skill tells your AI

The instructions your AI receives, as published by zengliangyi/chatcrystal in skills/chatcrystal-task-recall/SKILL.md and read by ahel’s review.

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:

{
  "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.

Signals

GitHub stars
58
Forks
5
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
chatcrystal-task-recall
Source
github.com/zengliangyi/chatcrystal