prime - Context Priming for Fresh Sessions

/prime - Context Priming for Fresh Sessions

Rapidly build complete understanding of current work state after /clear or new session start. Uses parallel subagents to maximize context gathering while minimizing main context token usage.

Usage

/prime                                    # Full context priming (default)
/prime <task-hint>                        # Prime with upcoming task focus
/prime --quick                            # Essential git state only (faster)
/prime --verbose                          # Include full diffs in report

Examples

/prime                                    # General orientation
/prime migrating postgres init scripts    # Focus exploration on postgres/init
/prime reviewing PR #42                   # Pull PR context to forefront

Arguments: $ARGUMENTS

Philosophy

Problem: Fresh sessions lack context about in-progress work.

Solution: Subagents explore repository state in parallel, then synthesize into a concise briefing. Main context receives only the summary, not raw exploration data.

Task-Focused: When a task hint is provided, subagents prioritize context relevant to that task (pyramid approach - start with intent).

Phase -1: Parse Arguments

Parse $ARGUMENTS to extract:

• Task hint: Any non-flag text (e.g., "migrating postgres init scripts")
• Flags: --quick, --verbose

Phase 0: Quick Snapshot (Main Agent)

Run these commands in parallel via Bash tool:

git branch --show-current
git rev-parse --abbrev-ref HEAD@{upstream} 2>/dev/null || echo "no upstream"
git status --short --branch
git log --oneline -5
git stash list --format="%gd: %s"

Display immediately:

## Quick Snapshot
- **Branch**: <current-branch> (tracking: <upstream-or-none>)
- **Status**: <N files changed, M staged, K untracked>
- **Recent commits**: <last 3-5 one-liners>
- **Stashes**: <count or "none">

If --quick flag provided, STOP HERE.

Subagent Prompt Template

All subagents receive this wrapper structure. Replace {AGENT_NAME}, {WORD_LIMIT}, {COMMANDS}, {REQUIREMENTS}, and {XML_FIELDS}:

Task(
  subagent_type: "general-purpose",
  description: "{description}",
  prompt: """
  <task_context>
  TASK HINT: {task_hint or "None provided - do general analysis"}
  </task_context>

  {AGENT_SPECIFIC_INSTRUCTIONS}

  Provide a CONCISE summary (under {WORD_LIMIT} words).
  If task hint provided, prioritize findings relevant to that task.

  <commands>
  {COMMANDS}
  </commands>

  <analysis_requirements>
  {REQUIREMENTS}
  If task hint provided, add: **Task relevance**: Which findings relate to the hinted task?
  </analysis_requirements>

  <output_format>
  Return structured XML:
  <{agent}_analysis>
    {XML_FIELDS}
    <task_relevance>...</task_relevance>  <!-- only if task hint provided -->
  </{agent}_analysis>
  </output_format>
  """
)

Phase 1: Parallel Subagent Exploration

Launch THREE subagents simultaneously (all in single message):

Subagent 1: Git Changes Analyst

Word limit: 500 | Description: "Analyze git changes"

Commands:

1. git log main..HEAD --format='%h %s' 2>/dev/null || git log -10 --format='%h %s'
2. git diff --cached --stat (staged)
3. git diff --stat (unstaged)
4. git diff --cached (full staged - summarize, don't echo)
5. git diff (full unstaged - summarize, don't echo)
6. git stash show -p stash@{0} 2>/dev/null (if stashes exist)
7. git ls-files --others --exclude-standard | head -20 (untracked)

Requirements:

• Branch commits: Group by feature/fix/refactor
• Staged/Unstaged/Untracked changes: Categorize by src/test/config/docs
• Stash contents: Any paused work?
• Work narrative: 2-3 sentences on current developer activity

XML Fields: branch_commits, staged, unstaged, untracked, stashes, narrative

Subagent 2: GitHub Context Analyst

Word limit: 400 | Description: "Analyze GitHub context"

Commands:

1. gh pr list --state open --author @me --json number,title,headRefName,baseRefName,isDraft,updatedAt,reviewDecision --limit 5
2. gh pr view --json number,title,body,state,commits,reviews,statusCheckRollup 2>/dev/null
3. gh issue list --assignee @me --state open --json number,title,labels,updatedAt --limit 10
4. gh run list --limit 3 --json conclusion,name,updatedAt,headBranch

Requirements:

• If current branch has PR: Draft status? Review feedback? CI status?
• If branch name contains issue number: Fetch issue, extract requirements
• If task hint mentions PR/issue: Fetch that directly

XML Fields: current_pr, related_issue, ci_status, other_prs, open_issues

Return <github_analysis><none>No GitHub context available</none></github_analysis> if gh CLI fails.

Subagent 3: Project Context Analyst

Word limit: 300 | Description: "Analyze project context"

Standard Checks:

1. CLAUDE.md - Look for "## Active Work" section
2. .claude/CLAUDE.md - Project-specific instructions
3. TODO.md or TODO - Tracked tasks
4. .claude/notepads/ - learnings.md, decisions.md, context.md
5. git diff --name-only HEAD~5..HEAD 2>/dev/null | head -20

Task-Focused Exploration (if hint provided):

• Glob: Find files matching task keywords
• Grep: Search for relevant patterns
• Read: Top 3-5 matching files, summarize structure
• Note file locations for main agent reference

Requirements:

• Active work description and phase from CLAUDE.md
• Key learnings, decisions, context from notepads
• Primary directories and patterns from recent changes
• Relevant files and conventions (if task hint provided)

XML Fields: active_work, notepad_context (with learnings/decisions/context), focus_areas, project_type, available_commands, task_exploration (with relevant_files/implementation_summary/conventions)

Phase 2: Synthesis

After all subagents return, synthesize into unified briefing.

Token Budget: Keep under 800 tokens. Leave room for actual work.

With Task Hint Format

# Work State Briefing

## TL;DR
<One paragraph: Current state + relevance to hinted task>

## Task Context: {task_hint}
- **Relevant files**: <From Project Context>
- **Related changes**: <From Git Changes>
- **Associated PRs/issues**: <From GitHub Context>
- **Implementation notes**: <Key patterns discovered>

## General State
### Git
<Non-task-related branch, commits, changes>

### GitHub
<Other PRs, issues, CI status>

### Project
<Active work tracking, focus areas>

## Suggested Next Actions
<Tailored to the hinted task>

Without Task Hint Format

# Work State Briefing

## TL;DR
<One paragraph: Work in progress, state, next steps>

## Git State
<Branch, commits, changes summary>

## GitHub Context
<PR status, issue linkage, CI>

## Project Context
<Active work, focus areas>

## Suggested Next Actions
<2-3 logical next steps>

Mode Variations

Example: With Task Hint

Command: /prime migrating postgres chart init scripts

# Work State Briefing

## TL;DR
Branch main is clean. Found init scripts in `charts/shared-init/` ConfigMap.
Three postgres charts reference shared init. No active PR for this migration.

## Task Context: migrating postgres chart init scripts

### Relevant Files
- `charts/shared-init/templates/configmap.yaml` - Current shared init
- `charts/postgres-*/values.yaml` - Reference shared-init
- `charts/shared-init/files/*.sql` - 4 SQL init scripts

### Current Implementation
Shared-init creates ConfigMap with SQL scripts mounted to `/docker-entrypoint-initdb.d/`.
Scripts: `01-extensions.sql`, `02-schemas.sql`, `03-users.sql`, `04-grants.sql`.

### Conventions
- Numeric prefix for ordering
- Secrets via `envFrom`
- Pattern: `{{ include "shared-init.fullname" . }}-scripts`

## General State
- **Branch**: main (clean)
- **CI**: All passing

## Suggested Next Actions
1. Create branch: `feat/postgres-init-migration`
2. Copy SQL files to each postgres chart
3. Update templates for local ConfigMap
4. Remove shared-init dependency

Example: Without Task Hint

Command: /prime

# Work State Briefing

## TL;DR
Working on OAuth2 feature (branch: feat/oauth2-login). 3 commits implementing
provider abstraction. Focus: Google callback handler. PR #47 draft, CI passing.

## Git State
- **Branch**: feat/oauth2-login (5 ahead of main)
- **Unstaged**: `src/auth/google.ts` (callback logic)
- **Untracked**: `src/auth/github.ts` (next provider)

## GitHub Context
- **PR #47**: Draft, CI passing, no reviews
- **Issue #42**: "Add social login" - requires Google + GitHub

## Project Context
- **Active Work**: OAuth2 callback handlers
- **Focus**: `src/auth/`

## Suggested Next Actions
1. Complete Google callback handler
2. Add tests for callback flow
3. Start GitHub provider

Error Handling

• Not a git repo: Report error, suggest running from repo root
• No gh CLI: Skip GitHub context, note in output
• No CLAUDE.md: Skip project context section
• Empty branch: Focus on staged/unstaged only
• Network issues: Timeout GitHub calls after 10s, report partial

When to Use Task Hints

Tips: Be specific ("postgres init scripts" beats "database stuff"). Don't chain with /compact. Clear before priming for cleanest context.