Skill: athola/nm-conserve-compression-strategy (version 1.0.2)

--- name: compression-strategy description: | Analyze current context and recommend compression strategies for bloated or quota-heavy sessions version: 1.9.5 metadata: {"openclaw": {"homepage": "https://github.com/athola/claude-night-market/tree/master/plugins/conserve", "emoji": "\ud83e\udd9e"}} source: claude-night-market source_plugin: conserve --- > **Night Market Skill** — ported from [claude-night-market/conserve](https://github.com/athola/claude-night-market/tree/master/plugins/conserve). For the full experience with agents, hooks, and commands, install the Claude Code plugin. # Compression Strategy Analyze current context usage and recommend optimal compression strategies. ## When To Use - Context feels bloated or sluggish - Before major task phase transitions (plan complete, starting implementation) - Token quota burning faster than expected - After large tool output accumulations ## When NOT To Use - Context-optimization skill already handling the scenario - Simple queries with minimal context - Freshly cleared context ## Required TodoWrite Items 1. `compression-strategy:analyze-context` 2. `compression-strategy:recommend-strategy` 3. `compression-strategy:estimate-savings` ## Step 1 – Analyze Context (`analyze-context`) Run `/context` to check current usage. Then estimate: 1. **Tool output accumulation**: How much context is from tool results vs. conversation? 2. **Stale content age**: How many turns since critical decisions were made? 3. **Active files**: Which files are still relevant vs. historical? ## Step 2 – Recommend Strategy (`recommend-strategy`) Based on analysis, recommend one of: ### Option A: `/clear` + `/catchup` Best when: - Task phase complete (planning done, implementation starting) - Context > 60% full - Most content is stale Process: 1. Save critical state to `.claude/session-state.md` 2. Run `/clear` 3. Run `/catchup` to reload active files ### Option B: Spawn Continuation Agent Best when: - Context > 80% full - Work in progress, can't stop - Delegatable tasks remain Process: 1. Run `Skill(conserve:clear-context)` to spawn continuation agent 2. Agent receives fresh context with saved state ### Option C: Archive + Summarize Best when: - Context 40-60% full - Some stale content mixed with active - Not ready for full clear Process: 1. Archive old decisions/errors to `.claude/context-archive/` 2. Summarize completed work in memory 3. Continue with leaner context ### Option D: Delegate to Subagent Best when: - Parallel work possible - Independent subtasks exist - Context pressure moderate Process: 1. Identify delegatable tasks 2. Spawn specialized agents via `Task` tool 3. Main context stays lean ## Step 3 – Estimate Savings (`estimate-savings`) For the recommended strategy, estimate: | Strategy | Typical Savings | Risk | |----------|-----------------|------| | /clear + /catchup | 70-90% | Low if state saved | | Continuation agent | 80-95% | Low, state preserved | | Archive + summarize | 20-40% | Very low | | Delegate to subagent | 30-50% | Low, parallel work | ## Context Archive Location Preserved context is saved to: ``` .claude/context-archive/pre-compact-YYYYMMDD-HHMMSS-SESSIONID.md ``` This is automatically created by the `pre_compact_preserve` hook before any `/compact` operation. ## Integration Points - **PreCompact hook**: Automatically preserves context before compression - **Tool output summarizer**: Warns when tool outputs accumulate - **Context warning hook**: Three-tier alerts at 40%/50%/80% ## Example Usage ``` /compression-strategy ``` Output: ``` Context Analysis: - Current usage: 52% - Tool output: ~15KB (3 tool results) - Stale content: ~40% (decisions from 8+ turns ago) Recommendation: Option C - Archive + Summarize - Archive old decisions to context-archive - Keep active files and recent decisions - Estimated savings: 25-35% Commands: 1. Read .claude/context-archive/ to see what's preserved 2. Summarize completed work 3. Continue with leaner context ```


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: clean (LOW)