Cozempic

35,000+ power users trust Cozempic to keep their Claude Code sessions lean.

Context cleaning for Claude Code ��� remove the bloat, keep everything that matters, protect Agent Teams from context loss.

What It Does

Claude Code sessions fill up with dead weight: progress ticks, thinking blocks, stale file reads, duplicate CLAUDE.md injections, base64 screenshots, oversized tool outputs, and metadata bloat. A typical session carries 8-46MB — most of it noise that inflates every API call.

Cozempic removes it with 17 composable strategies across 3 prescription tiers, while your actual conversation, decisions, and working context stay untouched. The guard daemon runs automatically — install once, forget about it.

Key Features

• 18 pruning strategies — gentle (5), standard (11), aggressive (18)
• Guard daemon — auto-starts via SessionStart hook, monitors and prunes continuously
• compact-summary-collapse — 85-95% savings by removing pre-compaction messages already in the summary
• Agent Teams protection — checkpoints team state through compaction, reactive overflow recovery
• Behavioral digest — extracts your corrections ("don't do X"), persists them to Claude Code's memory system so they survive compaction
• 8 doctor checks — diagnose and auto-fix session corruption, orphaned tool results, zombie teams
• Token-aware diagnostics — exact token counts from usage fields, cache hit rate, context % bar
• Auto-detects 1M context — correct thresholds for both 200K and 1M models
• Auto-updates — checks PyPI daily, upgrades in-place

Zero external dependencies. Python 3.10+ stdlib only.

Install

pip install cozempic
cozempic init

That's it. The guard daemon auto-starts on every session via hooks. No second terminal needed.

As a Claude Code Plugin

pip install cozempic

Then inside Claude Code:

/plugin marketplace add Ruya-AI/cozempic
/plugin install cozempic

This gives you MCP tools, skills (/cozempic:diagnose, /cozempic:treat, etc.), and auto-wired hooks.

Quick Start

# Auto-detect and diagnose the current session
cozempic current --diagnose

# Dry-run the standard prescription
cozempic treat current

# Apply with backup
cozempic treat current --execute

# Go aggressive on a specific session
cozempic treat <session_id> -rx aggressive --execute

# Check for session corruption
cozempic doctor

# View behavioral digest rules
cozempic digest show

# Show all strategies & prescriptions
cozempic formulary

Strategies

#	Strategy	Tier	What It Does	Expected
1	compact-summary-collapse	gentle	Remove all pre-compaction messages (already in the summary)	85-95%
2	attribution-snapshot-strip	gentle	Strip attribution-snapshot metadata entries	0-2%
3	progress-collapse	gentle	Collapse consecutive and isolated progress tick messages	40-48%
4	file-history-dedup	gentle	Deduplicate file-history-snapshot messages	3-6%
5	metadata-strip	gentle	Strip token usage stats, stop_reason, costs	1-3%
6	thinking-blocks	standard	Remove/truncate thinking content + signatures	2-5%
7	tool-output-trim	standard	Trim large tool results (>8KB or >100 lines), microcompact-aware	1-8%
8	tool-result-age	standard	Compact old tool results by age — minify mid-age, stub old	10-40%
9	stale-reads	standard	Remove file reads superseded by later edits	0.5-2%
10	system-reminder-dedup	standard	Deduplicate repeated system-reminder tags	0.1-3%
11	tool-use-result-strip	standard	Strip toolUseResult envelope field (Edit diffs, never sent to API)	5-50%
12	image-strip	aggressive	Strip old base64 image blocks, keep most recent 20%	1-40%
13	http-spam	aggressive	Collapse consecutive HTTP request runs	0-2%
14	error-retry-collapse	aggressive	Collapse repeated error-retry sequences	0-5%
15	background-poll-collapse	aggressive	Collapse repeated polling messages	0-1%
16	document-dedup	aggressive	Deduplicate large document blocks (CLAUDE.md injection)	0-44%
17	mega-block-trim	aggressive	Trim any content block over 32KB	safety net
18	envelope-strip	aggressive	Strip constant envelope fields (cwd, version, slug)	2-4%

Prescriptions

Prescription	Strategies	Risk	Typical Savings
gentle	5	Minimal	85-95% (with compact boundary)
standard	11	Low	25-45%
aggressive	18	Moderate	35-60%

Dry-run is the default. Nothing is modified until you pass --execute. Backups are always created.

Guard — Continuous Protection

The guard daemon monitors your session and prunes automatically:

# Auto-starts via SessionStart hook after cozempic init
# Or run manually:
cozempic guard --daemon

4-tier proactive pruning (every 30s):

Tier	Threshold	Action	Reload?
Soft	25%	gentle file cleanup	No
Hard	55%	standard prune	Yes (deferred if agents active)
Emergency	80%	aggressive prune	Yes (forced)
User	90%	manual aggressive	Yes

Reactive overflow recovery — kqueue/polling file watcher detects inbox-flood overflow within milliseconds, auto-prunes with escalating prescriptions, circuit breaker prevents loops.

tmux/screen — reload resumes in the same pane via send-keys. Plain terminals open a new window.

Token thresholds auto-detect — 200K and 1M models detected automatically. Override with COZEMPIC_CONTEXT_WINDOW=200000 for Pro plan.

Behavioral Digest

Cozempic extracts your corrections and persists them across compactions:

# View extracted rules
cozempic digest show

# Manually extract from current session
cozempic digest update

# Sync rules to Claude Code's memory system
cozempic digest inject

How it works:

• Detects correction signals in your messages ("don't do X", "stop adding Y", "always use Z")
• Explicit corrections activate immediately; implicit corrections need 2 occurrences
• Rules synced to Claude Code's native memory system (~/.claude/projects/<cwd>/memory/)
• Claude reads these as feedback memories on every turn — they survive compaction natively
• PreCompact and Stop hooks auto-extract before context is lost

Agent Teams Protection

When Claude's auto-compaction fires, Agent Teams lose coordination state. Cozempic prevents this with five layers:

1. Continuous checkpoint — saves team state every N seconds
2. Hook-driven checkpoint — fires after every Task spawn, TaskCreate/Update, before compaction, at session end
3. Tiered pruning — soft threshold trims without disruption; hard threshold does full prune + reload
4. Reactive overflow recovery — detects inbox-flood within milliseconds, auto-recovers (~10s downtime)
5. is_protected() — compact summaries, compact boundaries, content-replacement entries, and behavioral digest messages are never stripped

Doctor

cozempic doctor        # Diagnose issues
cozempic doctor --fix  # Auto-fix where possible

Check	What It Detects	Auto-Fix
trust-dialog-hang	Resume hangs on Windows	Reset flag
claude-json-corruption	Truncated/corrupted JSON	Restore from backup
corrupted-tool-use	tool_use.name >200 chars	Parse and repair
orphaned-tool-results	tool_result missing matching tool_use — causes 400 errors	Strip orphans
zombie-teams	Stale team directories with dead agents	Remove stale dirs
oversized-sessions	Session files >50MB	—
stale-backups	Old .jsonl.bak files wasting disk	Delete old backups
disk-usage	Session storage exceeding healthy thresholds	—

Commands

cozempic init                               Wire hooks + slash command into project
cozempic list                               List sessions with sizes and token estimates
cozempic current [-d]                       Show/diagnose current session
cozempic diagnose <session>                 Analyze bloat sources
cozempic treat <session> [-rx PRESET]       Run prescription (dry-run default)
cozempic treat <session> --execute          Apply changes with backup
cozempic strategy <name> <session>          Run single strategy
cozempic reload [-rx PRESET]                Treat + auto-resume in new terminal
cozempic checkpoint [--show]                Save team state to disk
cozempic guard [--daemon]                   Start guard (auto-starts via hook)
cozempic doctor [--fix]                     Check for known issues
cozempic digest [show|update|clear|flush|recover|inject]
cozempic self-update                        Upgrade to latest version from PyPI
cozempic formulary                          Show all strategies & prescriptions

Hook Integration

After cozempic init, these hooks are wired automatically:

Hook	When	What
SessionStart	Session opens	Guard daemon + digest inject
PostToolUse[Task]	Agent spawn	Team checkpoint
PostToolUse[TaskCreate|TaskUpdate]	Todo changes	Team checkpoint
PreCompact	Before compaction	Checkpoint + digest flush
Stop	Session end	Checkpoint + digest flush

Safety

• Dry-run by default — --execute required to modify files
• Atomic writes — write → fsync → os.replace() — no partial writes
• Strict session resolution — refuses to act on ambiguous matches
• Timestamped backups — automatic .jsonl.bak before any modification
• is_protected() — compact summaries, boundaries, marble-origami state, content-replacement, behavioral digest entries are never removed
• parentUuid re-linking — conversation chain integrity maintained after removals
• Sibling tool_use protection — tool_use blocks are kept when their tool_result is kept
• Team messages protected — Task, TaskCreate, SendMessage never pruned
• Strategies compose sequentially — each runs on the output of the previous

Example Output

  Prescription: aggressive
  Before: 158.2K tokens (29.56MB, 6602 messages)
  After:  121.5K tokens (23.09MB, 5073 messages)
  Freed:  36.7K tokens (23.2%) — 6.47MB, 1529 removed, 4038 modified
  Context: [============--------] 61%

  Strategy Results:
    compact-summary-collapse       8.17MB saved (85.2%)  (4201 removed)
    progress-collapse              1.63MB saved  (5.5%)  (1525 removed)
    metadata-strip                693.9KB saved  (2.3%)  (2735 modified)
    tool-use-result-strip          1.44MB saved  (4.9%)  (891 modified)
    thinking-blocks                1.11MB saved  (3.8%)  (1127 modified)
    tool-output-trim               1.72MB saved  (5.8%)  (167 modified)
    ...

Changelog

v1.6.x

• 4-tier pruning: soft (25%, no reload) → hard (55%, reload) → emergency (80%, aggressive reload) → user (90%, manual)
• Agent-aware reload: defers reload at 55% when agents are running, forces at 80%
• Same-terminal resume: tmux/screen users get /exit + claude --resume in the same pane
• Clean messaging: only shows strategies that did something, 1-line hook status output
• 1M default: Opus/Sonnet 4.5/4.6 default to 1M context (CC doesn't use [1m] suffix)
• Auto-upgrade everywhere: SessionStart hook backgrounds pip install --upgrade cozempic on every session. MCP/plugin use uv run --upgrade. npm install.js always upgrades.
• cozempic self-update: force-upgrade from PyPI regardless of install method (pip, uv, editable, clone)
• Auto-updater fixed: removed TTY check (was blocking hook-triggered updates), tries uv → pip → pipx

v1.5.0

• tool-result-age strategy — age-based tool result compaction. Recent results stay verbatim, mid-age get JSON minified and diff context collapsed, old replaced with compact stubs. Claude can re-read any file. 10-40% additional savings targeting the 45% of session size that tool results occupy.
• 18 strategies total, standard prescription 11, aggressive 18
• Tests: 273 → 283

v1.4.0 / v1.4.1

• Track 1 — Bug fixes: is_protected() guard on all strategies, isSidechain preserved in envelope-strip, output_tokens in token formula, parentUuid re-linking, sibling tool_use protection
• Track 2 — New strategies: compact-summary-collapse (85-95%), attribution-snapshot-strip, microcompact-aware tool-output-trim
• Behavioral digest: extract corrections, sync to Claude Code memory, CLI commands, hook wiring
• Context window detection: MCP server and plugin now auto-detect 200K/1M (was hardcoded 200K)
• Cache efficiency metrics: cozempic diagnose shows cache hit rate
• transcript_path: hooks parse session path from payload for faster resolution
• Tests: 165 → 273

v1.3.0 / v1.3.1

• Writer-safe live prune + sidecar session store
• Guard startup cleanup, updater fixes, MCP maintenance

v1.2.0 — v1.2.8

• Atomic file writes, strict session resolution, schema-first team detection
• tool-use-result-strip strategy (5-50% on edit-heavy sessions)
• image-strip strategy (keep last 20%)
• Auto-update, install tracking, npm package
• Safety improvements: SIGTERM handler, backup cleanup, permission error handling

Contributing

Contributions welcome. To add a strategy:

1. Create a function in the appropriate tier file under src/cozempic/strategies/
2. Decorate with @strategy(name, description, tier, expected_savings)
3. Return a StrategyResult with a list of PruneActions
4. Add to the appropriate prescription in src/cozempic/registry.py

License

MIT — see LICENSE.

Built by Ruya AI.