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SKILL verified MIT Self-run

Prep Planner

skill-jingyaliu-ml-rs-interview-agent-prep-planner · by JingyaLiu

Builds and updates interview prep weekly plans from profile schedule and vault status. Use when the user asks what to do today/tonight, replans the week, adjusts for work/weekend availability, catches up after slipping, or mentions THIS_WEEK / schedule / daily plan / time budget.

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Install

$ agentstack add skill-jingyaliu-ml-rs-interview-agent-prep-planner

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming — see below.

Preview Execution monitoring

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How agent discovery & health will work →
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About

Prep Planner

Goal

Fit prep into an employed schedule (default ~12–14 hr/week). Vault is source of truth — chat is ephemeral; files persist.

Inputs (read first, in order)

  1. Learning-Vault/profile.md — identity, slots, priorities
  2. Learning-Vault/plan/THIS_WEEK.md — current week (may be stale)
  3. Learning-Vault/plan/ML_JOB_SEARCH_PLAN.md — milestones only (if present)
  4. Quick scan: behavioral/story-bank.md, ml-coding/practice-log.md, job-search/process-tracker.md for carry-overs

Workflow

  1. Date-check: If THIS_WEEK.md week range ≠ current calendar week → refresh (archive old as YYYY_Wx.md if needed).
  2. Assess: Overdue items · Primary focus · energy constraints.
  3. Fit schedule: Map into weeknight / Sat deep / Sun process from profile.
  4. Write: Update THIS_WEEK.md with day tables + checkboxes.
  5. Today only: End with one block: task · minutes · file path · [ ].

Plan template rules

| Slot | Default | Content | |---|---|---| | Weeknight | 45–90 min | 1 primary block; optional 15-min micro | | Saturday | ~3 hr | ML/CS336 deep work | | Sunday | ~2 hr | Behavioral + outreach (early search: never empty) | | Low energy | see table | Minimum viable day — always include |

  • Prefer finishing carry-overs before new topics
  • Keep total ≤ profile time budget
  • Link each block to a coach skill when useful

Output shape (chat)

Tonight (45–60 min)
1. [task] — path — N min
If tired: [minimum]

Then edit the vault file. Don't leave the plan only in chat.

Example prompts

| Say this | Expect | |---|---| | What should I do tonight? | One timeboxed block from profile + vault | | I only have 30 minutes and I'm tired | Low-energy minimum from plan | | Rebuild THIS_WEEK for this calendar week | Full week rewrite |

Handoff

  • LC night → leetcode-coach
  • Drill night → cs336-coach
  • System design block → system-design-coach
  • Sunday stories → star-coach

Anti-patterns

  • Scheduling beyond profile budget without asking
  • Listing many tasks for one evening
  • Motivational filler instead of a checkbox

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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