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/recall

Must be used at the start of any non-trivial task involving code changes, debugging, repo exploration, file inspection, or environment/tooling investigation to surface stored guidance before analysis or tool use.

shell
$ npx -y skills add AgentToolkit/altk-evolve --skill recall --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/recall
How auto-invocation works

Context preview

The summary Claude sees to decide when to auto-load this skill.

Must be used at the start of any non-trivial task involving code changes, debugging, repo exploration, file inspection, or environment/tooling investigation to surface stored guidance before analysis or tool use.

SKILL.md

recall.SKILL.md
name: recall
description: Must be used at the start of any non-trivial task involving code changes, debugging, repo exploration, file inspection, or environment/tooling investigation to surface stored guidance before analysis or tool use.

Entity Retrieval

Overview

This skill loads relevant stored Evolve entities into the current turn before substantive work begins.

Use this skill first whenever the task involves:

  • code changes
  • debugging
  • code review
  • repo exploration
  • file inspection
  • environment/tooling investigation

Skip only for trivial conversational requests with no local context.

Required Action

Before any non-trivial local work, you must complete the recall workflow below. Reading this `SKILL.md` alone does not satisfy the skill.

Completion Rule

Do not proceed to other analysis or tool use until all steps below are complete.

1. If a manifest has already been injected for this turn, use it to pick which entity files to open. Otherwise inspect `${EVOLVE_DIR:-.evolve}/entities/` and `${EVOLVE_DIR:-.evolve}/public/` for guidance relevant to the current task. 2. Read each matching entity file that appears relevant. 3. Summarize the applicable guidance in your own words before proceeding. 4. If no relevant entities exist, state that explicitly before proceeding.

Required Visible Completion Note

Before moving on, produce an explicit completion note in your reasoning or user update using one of these forms:

  • `Recall complete: searched ${EVOLVE_DIR:-.evolve}/entities/, read <files>, applicable guidance: <summary>`
  • `Recall complete: searched ${EVOLVE_DIR:-.evolve}/entities/, no relevant entities found`

Minimum Acceptable Procedure

1. List or search files under `${EVOLVE_DIR:-.evolve}/entities/` and `${EVOLVE_DIR:-.evolve}/public/` (or read the injected manifest if one is present). 2. Identify candidate entities relevant to the task. 3. Open and read those entity files. 4. Summarize what applies, or state that nothing applies.

Failure Conditions

The skill is not complete if any of the following are true:

  • You only read this `SKILL.md`
  • You did not inspect `${EVOLVE_DIR:-.evolve}/entities/`
  • You did not read the relevant entity files
  • You proceeded without stating whether guidance was found

How It Works

1. The Claw-code `PreToolUse` hook fires before each tool call. 2. The helper script reads tool input from stdin (best-effort, ignored beyond logging). 3. It emits a minimal manifest from `${EVOLVE_DIR:-.evolve}/entities/` and `${EVOLVE_DIR:-.evolve}/public/` containing only `path`, `type`, and `trigger`. 4. Claw-code uses that manifest to decide which full entity files to read on demand. 5. If the hook is not active, this skill remains the full manual fallback: inspect the entity files directly, read the relevant ones, and summarize what applies.

Entities Storage

.evolve/entities/
  guideline/
    use-context-managers-for-file-operations.md   <- private
  subscribed/
    memory/                                       <- write-scope clone (publishes land here)
      guideline/
        my-published-guideline.md
    alice/                                        <- read-scope clone
      guideline/
        alice-guideline.md                        <- annotated [from: alice]

Automatic hook output is manifest-first. Each manifest entry contains only:

{"path": ".evolve/entities/guideline/use-context-managers-for-file-operations.md", "type": "guideline", "trigger": "When processing files or managing resources"}

Each file still uses markdown with YAML frontmatter:

---
type: guideline
trigger: When processing files or managing resources
---

Use context managers for file operations

## Rationale

Ensures proper resource cleanup
Read more
Read it on GitHub ↗
Ships withaltk-evolve

Blog posts: IBM announcement | Hugging Face blog Coding agents repeat the same mistakes because they start fresh every session. Evolve gives agents memory — they learn from what worked and what didn't, so each session is better than the last.

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