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Token Analysis: Session ses_1fbc61a9effehz5Mmv2vbgjhMt
Model: deepseek-v4-flash
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WARNINGS
───────────────────────────────────────────────────
- Pricing for 'openrouter/deepseek/deepseek-v4-flash' was not found in models.json. Cost estimates use the default fallback rates ($1/M input, $3/M output, no cache pricing).

TOKEN BREAKDOWN BY CATEGORY
─────────────────────────────────────────────────────────────────────────
Estimated using tokenizer analysis of message content:

Input Categories:
  SYSTEM    ████████████████████████░░░░░░    79.0% (15,386)
  USER      ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░        1.1% (210)
  TOOLS     ██████░░░░░░░░░░░░░░░░░░░░░░░░     19.9% (3,877)

  Subtotal: 19,473 estimated input tokens
  Note: inferred system/overhead values are heuristic estimates from API telemetry.

Output Categories:
  ASSISTANT ██████████████░░░░░░░░░░░░░░░░       47.9% (114)
  REASONING ████████████████░░░░░░░░░░░░░░       52.1% (124)

  Subtotal: 238 estimated output tokens

Local Total: 19,711 tokens (estimated)

TOOL USAGE BREAKDOWN
─────────────────────────────────────────────────────────────────────────
task                 █████████████████████████████░     97.7% (3,786)    1x
mystatus             █░░░░░░░░░░░░░░░░░░░░░░░░░░░░░         2.3% (91)    1x

TOP CONTRIBUTORS
─────────────────────────────────────────────────────────────────────────
• System (inferred from API telemetry) 15,386 tokens (78.1%)
• task                         3,786 tokens (19.2%)
• Assistant#1                  93 tokens (0.5%)
• mystatus                     91 tokens (0.5%)
• Reasoning#3                  81 tokens (0.4%)

═══════════════════════════════════════════════════════════════════════════
MOST RECENT API CALL
─────────────────────────────────────────────────────────────────────────

Raw telemetry from last API response:
  Input (fresh):         19,473 tokens
  Cache read:                 0 tokens
  Output:                   363 tokens
  Reasoning:                 81 tokens
  Provider total:        19,917 tokens
  Cost:              $0.0029
  ─────────────────────────────────────
  Total:                 19,917 tokens

═══════════════════════════════════════════════════════════════════════════
SESSION TOTALS (All 3 API calls)
─────────────────────────────────────────────────────────────────────────

Assistant messages observed: 4 (structural count)

Total tokens processed across the entire session (for cost calculation):

  Input tokens:          52,509 (fresh tokens across all calls)
  Cache read:             4,736 (cached tokens across all calls)
  Cache write:                0 (tokens written to cache)
  Output tokens:            488 (all model responses)
  Reasoning tokens:         124 (thinking/reasoning)
  ─────────────────────────────────────
  Session Total:         57,857 tokens (for billing)
  Cache read calls:           1 / 3
  Cache write calls:          0 / 3

═══════════════════════════════════════════════════════════════════════════
SESSION COST
─────────────────────────────────────────────────────────────────────────

Token usage breakdown:
  Input tokens:          52,509
  Output tokens:            488
  Reasoning tokens:         124
  Cache read:             4,736

─────────────────────────────────────────────────────────────────────────
ACTUAL COST (from API):  $0.0077
Estimated cost:          $0.0543 (+609.9% diff)

Note: Actual cost from OpenCode includes provider-specific pricing
and 200K+ context adjustments.

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AVAILABLE SKILLS (always-available context)
─────────────────────────────────────────────────────────────────────────

These skills were recovered from the skill tool metadata available to this session.

  Skill                  Description                                   Tokens
  ───────────────────────────────────────────────────────────────────────
  verification-before-c… Use when about to claim work is complete, fi…     ~47
  finishing-a-developme… Use when implementation is complete, all tes…     ~46
  receiving-code-review  Use when receiving code review feedback, bef…     ~40
  using-git-worktrees    Use when starting feature work that needs is…     ~40
  brainstorming          You MUST use this before any creative work -…     ~39
  using-superpowers      Use when starting any conversation - establi…     ~31
  dispatching-parallel-… Use when facing 2+ independent tasks that ca…     ~28
  auto-commit            Use when you are making multiple edits or co…     ~25
  executing-plans        Use when you have a written implementation p…     ~25
  requesting-code-review Use when completing tasks, implementing majo…     ~24
  systematic-debugging   Use when encountering any bug, test failure,…     ~24
  writing-plans          Use when you have a spec or requirements for…     ~23
  writing-skills         Use when creating new skills, editing existi…     ~22
  subagent-driven-devel… Use when executing implementation plans with…     ~19
  test-driven-developme… Use when implementing any feature or bugfix,…     ~19
  ───────────────────────────────────────────────────────────────────────
  Total: ~452 tokens (15 skills available)

  Note: Full skill tool description is ~657 tokens (includes boilerplate).

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AVAILABLE SUBAGENTS (in task tool definition)
─────────────────────────────────────────────────────────────────────────

These subagents are embedded in the task tool description and consume tokens on every API call.

  Subagent               Description                                        Tokens
  ───────────────────────────────────────────────────────────────────────
  explore                Fast agent specialized for exploring codebases. U…    ~105
  general                General-purpose agent for researching complex que…     ~28
  ───────────────────────────────────────────────────────────────────────
  Total: ~133 tokens (2 subagents available)

  Note: Full task tool description is ~983 tokens (includes instructions/examples).

═══════════════════════════════════════════════════════════════════════════
TOOL DEFINITION COSTS (Estimated from argument analysis)
─────────────────────────────────────────────────────────────────────────

  Tool                Est. Tokens   Args   Complexity
  ───────────────────────────────────────────────────────────────────
  task                       ~370       3   simple
  tokenscope                 ~310       1   simple
  mystatus                   ~280       0   simple
  ───────────────────────────────────────────────────────────────────
  Total:             ~        960 tokens (3 enabled tools)

  Note: Estimates inferred from tool call arguments in this session.
        Actual schema tokens may vary +/-20%.

═══════════════════════════════════════════════════════════════════════════
CACHE EFFICIENCY
─────────────────────────────────────────────────────────────────────────

  Token Distribution:
    Cache Read:             4,736 tokens   ██░░░░░░░░░░░░░░░░░░░░░░░░░░░░  8.3%
    Fresh Input:           52,509 tokens   ████████████████████████████░░  91.7%
  ───────────────────────────────────────────────────────────────────
  Cache Hit Rate:      8.3% (cache read / (cache read + fresh input))

  Cost Analysis (deepseek-v4-flash @ $1.00/M input, $0.00/M cache read, $0.00/M cache write):
    Without caching:   $0.0572  (57,245 tokens x $1.00/M)
    With caching:      $0.0525  (fresh x $1.00/M + cache read x $0.00/M + cache write x $0.00/M)
  ───────────────────────────────────────────────────────────────────
  Cost Savings:        $0.0047  (8.3% reduction)
  Effective Rate:      $0.92/M tokens  (vs. $1.00/M standard)

═══════════════════════════════════════════════════════════════════════════
SUBAGENT COSTS (2 child sessions, 16 API calls)
─────────────────────────────────────────────────────────────────────────

  explore                      $0.0359  (372,189 tokens, 8 calls)
  explore                      $0.0422  (359,195 tokens, 8 calls)
─────────────────────────────────────────────────────────────────────────
Subagent Total:            $0.0781  (731,384 tokens, 16 calls)

═══════════════════════════════════════════════════════════════════════════
SUMMARY
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                          Cost        Tokens          API Calls
  Main session:      $    0.0077        57,857             3
  Subagents:         $    0.0781       731,384            16
─────────────────────────────────────────────────────────────────────────
  TOTAL:             $    0.0858       789,241            19

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