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affaan-m/ECC/skills/strategic-compact/SKILL.md

strategic-compact

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Source repository stars
234,327
Declared platforms
0
Static risk flags
0
Last source update
2026-07-27
Source checked
2026-07-28

Decision brief

What it does—and where it fits

Suggests manual /compact at strategic points in your workflow rather than relying on arbitrary auto-compaction.

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/affaan-m/ECC --skill "skills/strategic-compact"
    Safe inspection promptEditorial

    Inspect the Agent Skill "strategic-compact" from https://github.com/affaan-m/ECC/blob/4e973d3eaf92d97f8d2e2d8abb39d8bdc8711b38/skills/strategic-compact/SKILL.md at commit 4e973d3eaf92d97f8d2e2d8abb39d8bdc8711b38. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Hook Setup

      Installed as a plugin? No setup is needed. The plugin's hooks/hooks.json already registers suggest-compact.js (hook id pre:edit-write:suggest-compact, active in the standard and strict hook profiles). Do not copy the block below into /.claude/settings.json — /.claude/scripts/ do…

      Installed as a plugin? No setup is needed. The plugin's hooks/hooks.json already registers suggest-compact.js (hook id pre:edit-write:suggest-compact, active in the standard and strict hook profiles). Do not copy the bl…If installed manually (./install.sh), add to your /.claude/settings.json:
    2. 02

      Duplicate Instruction Detection

      Common sources of duplicate context: - Same rules in both /.claude/rules/ and project .claude/rules/ - Skills that repeat CLAUDE.md instructions - Multiple skills covering overlapping domains

      Same rules in both /.claude/rules/ and project .claude/rules/Skills that repeat CLAUDE.md instructionsMultiple skills covering overlapping domains
    3. 03

      When to Activate

      Running long sessions that approach context limits (200K+ tokens)

      Running long sessions that approach context limits (200K+ tokens)Working on multi-phase tasks (research → plan → implement → test)Switching between unrelated tasks within the same session
    4. 04

      Why Strategic Compaction?

      Auto-compaction triggers at arbitrary points: - Often mid-task, losing important context - No awareness of logical task boundaries - Can interrupt complex multi-step operations

      Often mid-task, losing important contextNo awareness of logical task boundariesCan interrupt complex multi-step operations
    5. 05

      How It Works

      The suggest-compact.js script runs on PreToolUse (Edit/Write) and combines two signals:

      Context size (primary) — Reads the latest usage record from the session transcript (transcriptpath in the hook payload) and sums inputtokens + cachereadinputtokens + cachecreationinputtokens (the true context size of th…Tool-call count (secondary) — Counts tool invocations in session; suggests at a configurable threshold (default: 50 calls), then every 25 calls afterThe suggest-compact.js script runs on PreToolUse (Edit/Write) and combines two signals:

    Permission review

    Static risk signals and limitations

    No configured static risk pattern was detected

    This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score84/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars234,327SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    affaan-m/ECC
    Skill path
    skills/strategic-compact/SKILL.md
    Commit
    4e973d3eaf92d97f8d2e2d8abb39d8bdc8711b38
    License
    MIT
    Collected
    2026-07-28
    Default branch
    main
    View the original SKILL.md

    Strategic Compact Skill

    Suggests manual /compact at strategic points in your workflow rather than relying on arbitrary auto-compaction.

    When to Activate

    • Running long sessions that approach context limits (200K+ tokens)
    • Working on multi-phase tasks (research → plan → implement → test)
    • Switching between unrelated tasks within the same session
    • After completing a major milestone and starting new work
    • When responses slow down or become less coherent (context pressure)

    Why Strategic Compaction?

    Auto-compaction triggers at arbitrary points:

    • Often mid-task, losing important context
    • No awareness of logical task boundaries
    • Can interrupt complex multi-step operations

    Strategic compaction at logical boundaries:

    • After exploration, before execution — Compact research context, keep implementation plan
    • After completing a milestone — Fresh start for next phase
    • Before major context shifts — Clear exploration context before different task

    How It Works

    The suggest-compact.js script runs on PreToolUse (Edit/Write) and combines two signals:

    1. Context size (primary) — Reads the latest usage record from the session transcript (transcript_path in the hook payload) and sums input_tokens + cache_read_input_tokens + cache_creation_input_tokens (the true context size of the turn). Suggests /compact at a window-scaled threshold — 160k tokens on a 200k window, 250k on a 1M window (detected from a [1m] model marker, or inferred when observed tokens already exceed 200k) — and re-reminds after every additional 60k tokens of context growth
    2. Tool-call count (secondary) — Counts tool invocations in session; suggests at a configurable threshold (default: 50 calls), then every 25 calls after

    Tool count alone is a weak proxy for window pressure: a few large file reads or MCP responses can fill the window in very few calls, while many tiny calls can cross 50 with a near-empty window. The context-size signal fires when it actually matters.

    Hook Setup

    Installed as a plugin? No setup is needed. The plugin's hooks/hooks.json already registers suggest-compact.js (hook id pre:edit-write:suggest-compact, active in the standard and strict hook profiles). Do not copy the block below into ~/.claude/settings.json~/.claude/scripts/ does not exist on plugin installs, and duplicating a plugin hook causes double execution.

    If installed manually (./install.sh), add to your ~/.claude/settings.json:

    {
      "hooks": {
        "PreToolUse": [
          {
            "matcher": "Edit",
            "hooks": [{ "type": "command", "command": "node ~/.claude/scripts/hooks/suggest-compact.js" }]
          },
          {
            "matcher": "Write",
            "hooks": [{ "type": "command", "command": "node ~/.claude/scripts/hooks/suggest-compact.js" }]
          }
        ]
      }
    }
    

    Configuration

    Environment variables:

    • COMPACT_THRESHOLD — Tool calls before first suggestion (default: 50)
    • COMPACT_CONTEXT_THRESHOLD — Context tokens before the context-size suggestion (default: 160000 on a 200k window, 250000 on a 1M window; 0 disables the context signal)
    • COMPACT_CONTEXT_INTERVAL — Additional context tokens before the suggestion repeats (default: 60000)
    • COMPACT_STATE_TTL_DAYS — Days before stale per-session state files in the temp dir are swept (default: 14)
    • ECC_CONTEXT_WINDOW_TOKENS — Explicit context-window size, in tokens, overriding auto-detection. Set this for large-window models whose reported id lacks a [1m] marker (e.g. 400k Opus 4.x, or a new 1M-window model family) so the threshold scales to the real window instead of defaulting to 200k and overstating context usage.
    • CLAUDE_CODE_AUTO_COMPACT_WINDOW — Claude Code's native window-size override, in tokens; honored as a fallback when ECC_CONTEXT_WINDOW_TOKENS is unset.

    The context window is otherwise auto-detected from a [1m] model marker or inferred when observed tokens already exceed 200k. On a large-window model that carries neither signal, set one of the overrides above so the /compact suggestion fires at the right point.

    Compaction Decision Guide

    Use this table to decide when to compact:

    Phase TransitionCompact?Why
    Research → PlanningYesResearch context is bulky; plan is the distilled output
    Planning → ImplementationYesPlan is in TodoWrite or a file; free up context for code
    Implementation → TestingMaybeKeep if tests reference recent code; compact if switching focus
    Debugging → Next featureYesDebug traces pollute context for unrelated work
    Mid-implementationNoLosing variable names, file paths, and partial state is costly
    After a failed approachYesClear the dead-end reasoning before trying a new approach

    What Survives Compaction

    Understanding what persists helps you compact with confidence:

    PersistsLost
    CLAUDE.md instructionsIntermediate reasoning and analysis
    TodoWrite task listFile contents you previously read
    Memory files (~/.claude/memory/)Multi-step conversation context
    Git state (commits, branches)Tool call history and counts
    Files on diskNuanced user preferences stated verbally

    Best Practices

    1. Compact after planning — Once plan is finalized in TodoWrite, compact to start fresh
    2. Compact after debugging — Clear error-resolution context before continuing
    3. Don't compact mid-implementation — Preserve context for related changes
    4. Read the suggestion — The hook tells you when, you decide if
    5. Write before compacting — Save important context to files or memory before compacting
    6. Use /compact with a summary — Add a custom message: /compact Focus on implementing auth middleware next

    Token Optimization Patterns

    Trigger-Table Lazy Loading

    Instead of loading full skill content at session start, use a trigger table that maps keywords to skill paths. Skills load only when triggered, reducing baseline context by 50%+:

    TriggerSkillLoad When
    "test", "tdd", "coverage"tdd-workflowUser mentions testing
    "security", "auth", "xss"security-reviewSecurity-related work
    "deploy", "ci/cd"deployment-patternsDeployment context

    Context Composition Awareness

    Monitor what's consuming your context window:

    • CLAUDE.md files — Always loaded, keep lean
    • Loaded skills — Each skill adds 1-5K tokens
    • Conversation history — Grows with each exchange
    • Tool results — File reads, search results add bulk

    Duplicate Instruction Detection

    Common sources of duplicate context:

    • Same rules in both ~/.claude/rules/ and project .claude/rules/
    • Skills that repeat CLAUDE.md instructions
    • Multiple skills covering overlapping domains

    Context Optimization Tools

    • token-optimizer MCP — Automated 95%+ token reduction via content deduplication
    • context-mode — Context virtualization (315KB to 5.4KB demonstrated)

    Related

    • The Longform Guide — Token optimization section
    • Memory persistence hooks — For state that survives compaction
    • continuous-learning skill — Extracts patterns before session ends

    Alternatives

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