session-save

Compress and save current session context for handoff to next session. Use when: (1) context pressure >50%, (2) user says "сохрани сессию", "session save", "checkpoint", (3) before ending a long productive session, (4) switching to a different task mid-session. Supports named sessions: /session-save vpn-fix

7 stars

byai-mindset-org

View on GitHub Installation ↓

Best use case

session-save is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Teams using session-save should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

You only need a quick one-off answer and do not need a reusable workflow.
You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/session-save/SKILL.md --create-dirs "https://raw.githubusercontent.com/ai-mindset-org/pos-sprint/main/skills/session-management/skills/session-save/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/session-save/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How session-save Compares

Feature / Agent	session-save	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Session Save — Named Context Checkpoints

Compress current session state → save to named checkpoint file.

## Storage

<!-- 📌 НАСТРОЙТЕ: путь к вашему проекту (Claude Code кодирует / как -) -->
```
~/.claude/projects/<YOUR-PROJECT-PATH>/memory/sessions/
  {name}.md          ← named checkpoints
  _latest.md         ← always points to last saved
~/.claude/projects/<YOUR-PROJECT-PATH>/memory/last-session.md  ← legacy compat
```

## Naming Rules

- If user provides name: use as-is (slug, lowercase, hyphens). Example: `vpn-fix`, `auth-refactor`
- If no name: auto-generate from goal. Pattern: `{topic}-{MMDD}`. Example: `insights-0303`
- Sanitize: `[^a-z0-9-]` → `-`, max 40 chars

## Compression Format (InfoCompressor)

Use imperative, terse, scannable style. 40-60% reduction. Zero redundancy.

### Template

```markdown
# Session: {name}
saved: YYYY-MM-DDTHH:MM
context: XX% (XXK tokens)
branch: <git branch>
name: {name}

## Goal
<1-2 sentences: what user wanted to achieve>

## Done
- <completed step 1>
- <completed step 2>

## Pending
- <next step 1>
- <next step 2>

## Modified Files
- `path/to/file1` — what changed
- `path/to/file2` — what changed

## Key Decisions
- <decision 1: chosen → reason>

## Context (carry forward)
<2-5 lines of critical context that next session MUST know>

## Continuation Prompt
<Ready-to-paste prompt for next session to resume work>
```

## Steps

1. **Determine name** — from argument or auto-generate from goal
2. **Analyze session** — review conversation history, identify goal/progress/pending
3. **Check git** — `git status`, `git diff --stat`, current branch
4. **Compress** using InfoCompressor principles:
   - Imperative mood, present tense, active voice
   - 3-7 words per statement
   - `→` for causality, `|` for alternatives
   - Cut filler words, state each fact once
5. **Write checkpoint** to `sessions/{name}.md`
6. **Copy to legacy** — also write to `last-session.md`
7. **Save to memory** — `mcp__memory__add_observations` on entity `Session-Checkpoint-{name}`:
   - goal, done count, pending, files, timestamp
8. **Confirm** — show:
   ```
   ✅ Session saved: {name}
   📁 sessions/{name}.md
   🔄 Resume: /continue {name}
   ```

## Rules

- Never lose: file paths, entity names, error messages, numeric values
- Checkpoint must be self-contained — readable without original session
- Continuation prompt must be specific enough to resume without questions
- Keep under 2KB (aim for 1KB)
- Overwrite existing checkpoint with same name (warn user first)

## Context Pressure Auto-Trigger

When context > 50% (🟡 WARNING):
1. Announce: "Context pressure 🟡 — saving checkpoint"
2. Run this skill automatically (auto-generate name)
3. Suggest: "Рекомендую `/continue {name}` в новой сессии"

When context > 72% (🔴 CRITICAL):
1. Save checkpoint immediately
2. **HANDOFF MODE** — refuse further execution
3. Write handoff blob

Related Skills

/tg-saved v2 — Telegram Saved Messages → Deep Analysis → Obsidian

from ai-mindset-org/pos-sprint

## Назначение

session-status

from ai-mindset-org/pos-sprint

Statusline shown in Claude Code UI status bar via settings.json. No action needed in responses.

continue-session

from ai-mindset-org/pos-sprint

Restore context from a named or latest session checkpoint. Use when: (1) user says "продолжи", "continue", "что было в прошлой сессии", (2) starting work after a crash or context overflow, (3) "resume", "восстанови контекст", "где я остановился". Supports named sessions: /continue vpn-fix

writing-content

from ai-mindset-org/pos-sprint

Интерактивный процесс написания текстов для вайб-маркетинга на основе Julian Shapiro framework. **Новые возможности (v2.0):** - Research & Gap Analysis (Perplexity → WebSearch fallback) - Scoring 0-5 вместо binary (Novelty + Resonance + Hook + Clarity) - AI-Slop Detection на всех этапах (10 типов patterns) - 3 варианта intro с self-scoring - Markdown export всех промежуточных результатов **Русские triggers:** "напиши пост по шапиро", "написать статью по фреймворку шапиро", "создай текст в стиле julian shapiro", "помоги написать контент по методу shapiro", "контент по julian shapiro фреймворку", "пост по julian shapiro", "напиши в стиле шапиро" **English triggers:** "write content using julian shapiro framework", "create post with shapiro method", "write article shapiro style", "help with julian shapiro writing" **Generic triggers:** "напиши статью", "помоги написать контент", "создай текст", "начать писать", "хочу написать пост", "нужна помощь с текстом", "write content", "write article", "создай контент", "придумай идею для статьи", or requests help with content creation process.

Content & DocumentationClaude

YT Transcribe — YouTube → Whisper → Obsidian

from ai-mindset-org/pos-sprint

Транскрибирует YouTube-видео через mlx-whisper (Apple Silicon, Metal-native) с параллельными чанками.

summarize-comments

from ai-mindset-org/pos-sprint

Делает LLM-выжимку из комментариев менеджеров об одном или нескольких подрядчиках. Используй этот скилл когда нужно понять что говорят менеджеры о конкретном подрядчике, или получить JSON с выжимкой для дальнейшей обработки.

skill-security

from ai-mindset-org/pos-sprint

This skill activates when the user mentions "security audit", "skill audit", "проверка безопасности скилла", "аудит скилла", "skill-security", "проверить скилл", "пересобрать скилл", "rebuild skill", "security check", "dual memory audit", "credential isolation check". Also activates on /skill-security command. Use this skill when the user wants to audit, validate, or rebuild any Claude Code skill for security compliance.

compress

from ai-mindset-org/pos-sprint

Info-Compressor: compress text/context by 60-70% without losing meaning. Use when: (1) context pressure >50%, (2) user says "сжать", "compress", "compact", (3) need to fit more context into remaining window, (4) preparing handoff blob for next session.

seo-strategist

from ai-mindset-org/pos-sprint

Strategic SEO planning and analysis toolkit for site-wide optimization, keyword research, technical SEO audits, and competitive positioning. Complements content-creator's on-page SEO with strategic planning, topic cluster architecture, and SEO roadmap generation. Use for keyword strategy, technical SEO audits, SERP analysis, site architecture planning, or when user mentions SEO strategy, keyword research, technical SEO, or search rankings.

roi-razvitie-draft

from ai-mindset-org/pos-sprint

Generates a draft meeting document for the weekly "Roi Развитие" (Wednesday, product Roi Navigator). Use when the user asks for a draft for the meeting, for Wednesday's doc, for "Roi Развитие", or for the weekly team meeting agenda.

project-knowledge-base

from ai-mindset-org/pos-sprint

Collects, structures and maintains a Project Knowledge Base (PKB.md) in Obsidian for a marketing agency. Aggregates data from Google Drive, Gmail, Telegram (group chat and DMs via MTProto), moo.team tasks/comments, and local Obsidian meeting transcripts. Uses async parallel collection and a two-stage LLM pipeline for init. Use when the user wants to initialize, update or enrich a project's knowledge base, mentions PKB, project knowledge base, синхронизация проекта, база знаний проекта, init_project_knowledge, update_project_knowledge, or ad_hoc_add_context.

product-strategist

from ai-mindset-org/pos-sprint

Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.