1. 3. Do not poll in tight loops. Check on-demand only.
2. Summarize recovery status to user:

4) Idempotent task design rules

When resuming tasks, enforce:

1. 1. Re-run-safe steps (idempotency key / upsert / duplicate-safe writes).
2. Small step boundaries with explicit “done markers”.
3. External writes batched, not one-by-one loops.
4. On uncertainty, verify state first then continue.

5) V2 automation helper

Use script: scripts/build_checkpoint.py to generate checkpoint markdown from structured JSON.

Example:

CODEBLOCK0

Expected stdin JSON shape:

CODEBLOCK1

6) V3 resume-plan automation

Use script: scripts/generate_resume_plan.py to parse the latest checkpoint and produce a structured resume plan.

Example:

CODEBLOCK2

Then send each items[].resumeMessage to items[].sessionKey via sessions_send.

Rules:

• - Send once per session (no loop polling).
• If a session is already active and progressing, skip resend.
• After sends, post one concise recovery summary to user.

7) V4 one-click recovery payload generator

Use script: scripts/recover_from_latest_checkpoint.py.

It auto-selects the latest checkpoint file and emits a ready JSON payload list for sessions_send calls.

Examples:

CODEBLOCK3

Execution guidance:

• - Read INLINECODE17
• Execute each actions[] item with INLINECODE19
• Post one concise summary to user

8) V5 pre-resume verifier + manual confirmation gate

Use script: scripts/pre_resume_verify.py to score resume actions before sending.

Examples:

CODEBLOCK4

Behavior:

• - Marks each action as INLINECODE21
• INLINECODE22 risk actions are set to decision=hold and INLINECODE24
• Only send decision=send automatically
• Ask user confirmation before executing held actions

Recommended execution flow:

1. 1. Generate actions with V4
2. Verify with V5
3. Send all INLINECODE26
4. Present decision=hold list to user for explicit confirmation

9) V6 execution-plan generator (auto-send safe items)

Use script: scripts/execute_verified_recovery.py with V5 output.

Example:

CODEBLOCK5

Behavior:

• - Emits sendActions[] for auto-safe resumes (decision=send)
• Emits holdForManualConfirm[] for risky resumes (decision=hold)

Execution:

1. 1. Execute all sendActions[] with INLINECODE34
2. Ask user to confirm INLINECODE35
3. Execute confirmed held items
4. Post concise summary

10) Message templates

Read and use: INLINECODE36