session-handoff

softaworks/agent-toolkit · updated May 20, 2026

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$npx skills add https://github.com/softaworks/agent-toolkit --skill session-handoff
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summary

Seamless AI agent session transfers with comprehensive context preservation and validation.

  • Automatically triggers on user requests, context window capacity warnings, task milestones, or work session endings; proactively suggests handoffs after substantial work
  • CREATE workflow generates timestamped handoff documents with pre-filled project metadata, git history, and modified files, then validates for completeness and security
  • RESUME workflow loads handoffs with staleness checking, co
skill.md

Handoff

Creates comprehensive handoff documents that enable fresh AI agents to seamlessly continue work with zero ambiguity. Solves the long-running agent context exhaustion problem.

Mode Selection

Determine which mode applies:

Creating a handoff? User wants to save current state, pause work, or context is getting full.

  • Follow: CREATE Workflow below

Resuming from a handoff? User wants to continue previous work, load context, or mentions an existing handoff.

  • Follow: RESUME Workflow below

Proactive suggestion? After substantial work (5+ file edits, complex debugging, major decisions), suggest:

"We've made significant progress. Consider creating a handoff document to preserve this context for future sessions. Say 'create handoff' when ready."

CREATE Workflow

Step 1: Generate Scaffold

Run the smart scaffold script to create a pre-filled handoff document:

python scripts/create_handoff.py [task-slug]

Example: python scripts/create_handoff.py implementing-user-auth

For continuation handoffs (linking to previous work):

python scripts/create_handoff.py "auth-part-2" --continues-from 2024-01-15-auth.md

The script will:

  • Create .claude/handoffs/ directory if needed
  • Generate timestamped filename
  • Pre-fill: timestamp, project path, git branch, recent commits, modified files
  • Add handoff chain links if continuing from previous
  • Output file path for editing

Step 2: Complete the Handoff Document

Open the generated file and fill in all [TODO: ...] sections. Prioritize these sections:

  1. Current State Summary - What's happening right now
  2. Important Context - Critical info the next agent MUST know
  3. Immediate Next Steps - Clear, actionable first steps
  4. Decisions Made - Choices with rationale (not just outcomes)

Use the template structure in references/handoff-template.md for guidance.

Step 3: Validate the Handoff

Run the validation script to check completeness and security:

python scripts/validate_handoff.py <handoff-file>

The validator checks:

  • No [TODO: ...] placeholders remaining
  • Required sections present and populated
  • No potential secrets detected (API keys, passwords, tokens)
  • Referenced files exist
  • Quality score (0-100)

Do not finalize a handoff with secrets detected or score below 70.

Step 4: Confirm Handoff

Report to user:

  • Handoff file location
  • Validation score and any warnings
  • Summary of captured context
  • First action item for next session

RESUME Workflow

Step 1: Find Available Handoffs

List handoffs in the current project:

python scripts/list_handoffs.py

This shows all handoffs with dates, titles, and completion status.

Step 2: Check Staleness

Before loading, check how current the handoff is:

python scripts/check_staleness.py <handoff-file>

Staleness levels:

  • FRESH: Safe to resume - minimal changes since handoff
  • SLIGHTLY_STALE: Review changes, then resume
  • STALE: Verify context carefully before resuming
  • VERY_STALE: Consider creating a fresh handoff

The script checks:

  • Time since handoff was created
  • Git commits since handoff
  • Files changed since handoff
  • Branch divergence
  • Missing referenced files

Step 3: Load the Handoff

Read the relevant handoff document completely before taking any action.

If handoff is part of a chain (has "Continues from" link), also read the linked previous handoff for full context.

Step 4: Verify Context

Follow the checklist in references/resume-checklist.md:

  1. Verify project directory and git branch match
  2. Check if blockers have been resolved
  3. Validate assumptions still hold
  4. Review modified files for conflicts
  5. Check environment state

Step 5: Begin Work

Start with "Immediate Next Steps" item #1 from the handoff document.

Reference these sections as you work:

  • "Critical Files" for important locations
  • "Key Patterns Discovered" for conventions to follow
  • "Potential Gotchas" to avoid known issues

Step 6: Update or Chain Handoffs

As you work:

  • Mark completed items in "Pending Work"
  • Add new discoveries to relevant sections
  • For long sessions: create a new handoff with --continues-from to chain them

Handoff Chaining

For long-running projects, chain handoffs together to maintain context lineage:

handoff-1.md (initial work)
handoff-2.md --continues-from handoff-1.md
handoff-3.md --continues-from handoff-2.md

Each handoff in the chain:

  • Links to its predecessor
  • Can mark older handoffs as superseded
  • Provides context breadcrumbs for new agents

When resuming from a chain, read the most recent handoff first, then reference predecessors as needed.

Storage Location

Handoffs are stored in: .claude/handoffs/

Naming convention: YYYY-MM-DD-HHMMSS-[slug].md

Example: 2024-01-15-143022-implementing-auth.md

Resources

scripts/

Script Purpose
create_handoff.py [slug] [--continues-from <file>] Generate new handoff with smart scaffolding
list_handoffs.py [path] List available handoffs in a project
validate_handoff.py <file> Check completeness, quality, and security
check_staleness.py <file> Assess if handoff context is still current

references/

how to use session-handoff

How to use session-handoff on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add session-handoff
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/softaworks/agent-toolkit --skill session-handoff

The skills CLI fetches session-handoff from GitHub repository softaworks/agent-toolkit and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/session-handoff

Reload or restart Cursor to activate session-handoff. Access the skill through slash commands (e.g., /session-handoff) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.561 reviews
  • Shikha Mishra· Dec 28, 2024

    session-handoff reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Isabella Gill· Dec 24, 2024

    session-handoff has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Anika Jackson· Dec 20, 2024

    session-handoff is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Ava Flores· Dec 20, 2024

    Useful defaults in session-handoff — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Maya Desai· Dec 12, 2024

    I recommend session-handoff for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Hiroshi Mehta· Nov 27, 2024

    Keeps context tight: session-handoff is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Yash Thakker· Nov 19, 2024

    I recommend session-handoff for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Noah Farah· Nov 15, 2024

    session-handoff fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Chinedu Menon· Nov 11, 2024

    Registry listing for session-handoff matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Maya Okafor· Nov 3, 2024

    session-handoff reduced setup friction for our internal harness; good balance of opinion and flexibility.

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