╭─── Claude Code v2.1.190 ─────────────────────────────────────────────────────╮
│                                          │ What's new                        │
│            Welcome back Sohan!           │ Bug fixes and reliability improv… │
│                                          │ Added `sandbox.credentials` sett… │
│                  ▐▛███▜▌                 │ Added org-configured model restr… │
│                 ▝▜█████▛▘                │ /release-notes for more           │
│                   ▘▘ ▝▝                  │                                   │
│                                          │                                   │
│   Opus 4.8 · Claude API · Sohan Sarabu   │                                   │
│     ~/plato-client-pglite/python-sdk     │                                   │
╰──────────────────────────────────────────────────────────────────────────────╯


❯ /chronos-sdk-querying can you look through pranav (user id                    
d54f0663-5b7d-46eb-bfa7-07b26985f5da) sessions for stripe, jira, pagerduty -    
using the workspace lineage API for these workspaces:                           
                                                                                
"code": {                                                                       
      "repo": "webclone/stripe/code",                                           
      "ref": "a37189b7-0126-4ef7-9823-fa726498917a:interactive_workspace-autosa 
ve-001-20260615-171535"                                                         
    },                                                                          
                                                                                
"code": {                                                                       
        "ref": "e5a3ac4e-317c-4365-b344-eaa0972f4a82:interactive_workspace-auto 
save-001-20260622-190259",                                                      
        "repo": "webclone/pagerduty/code"                                       
      },                                                                        
                                                                                
"code": {                                                                       
        "ref": "905b3586-d882-4f3b-8a25-ab5fee36ad07:interactive_workspace-auto 
save-001-20260618-191042",                                                      
        "repo": "webclone/jira/code"                                            
      },                                                                        
                                                                                
                                                                                
can you find which webclone sessions generated the bulk of this code (highest   
session costs) and give me those session ids                                    

  Thought for 5s (ctrl+o to expand)

● I'll query the workspace lineage API for each of the three workspaces. The ref
  format <session_id>:<label> gives me the session public IDs to start lineage
  from. Let me write a script.

● Write(/tmp/claude-1000/-home-debian-plato-client-pglite/f5d479bf-6c9d-45d6-998
       9-71f38cc5624a/scratchpad/lineage.py)
  ⎿  Wrote 56 lines to ../../../../tmp/claude-1000/-home-debian-plato-clien
     t-pglite/f5d479bf-6c9d-45d6-9989-71f38cc5624a/scratchpad/lineage.py
       2 from plato.chronos.api.workspace_repos import get_session_full_l
         ineage
       3 
       4 env = {}
       5 with open('/home/debian/plato-client/.env') as f:
       6     for line in f:
       7         line = line.strip()
       8         if line and not line.startswith('#') and '=' in line:
       9             key, _, value = line.partition('=')
      10             env[key.strip()] = value.strip()
     … +58 lines (ctrl+o to expand)

● Bash(cd /home/debian/plato-client-pglite/python-sdk && uv run python
      /tmp/claude-1000/-home-debian-plato-client-pglite/f5d479bf-6c9d-45d6-9989-
      71f38cc5624a/scratchpa…)
  ⎿  ======================================================================
     ==========
     STRIPE  (start session a37189b7-0126-4ef7-9823-fa726498917a, ws=webclo
     … +264 lines (ctrl+o to expand)

  Thought for 14s (ctrl+o to expand)

● Done. I walked the full-lineage tree for each of the three code workspaces and
  aggregated total_cost_usd per session. Here are the sessions that produced
  the bulk of the code, ranked by cost.

  Stripe — webclone/stripe/code

  (13 ancestor sessions; top 4 ≈ 85% of all spend)

  ┌────────────────────────────┬────────┬───────────────────────────┬──────┐
  │         Session ID         │  Cost  │       What it built       │ Stat │
  │                            │        │                           │  us  │
  ├────────────────────────────┼────────┼───────────────────────────┼──────┤
  │ 68edb73d-7ccc-46a3-ac71-22 │ $1,169 │ shared-components         │ fail │
  │ 9e934ecdce                 │ .24    │ batch-01 (cycle 8)        │ ed   │
  ├────────────────────────────┼────────┼───────────────────────────┼──────┤
  │ 91bd59a1-de52-466b-860a-f4 │ $750.4 │ route_test--payments      │ fail │
  │ ffe005df7c                 │ 7      │ (cycle 1)                 │ ed   │
  ├────────────────────────────┼────────┼───────────────────────────┼──────┤
  │ 29da5477-2f10-4fa7-9cbd-aa │ $591.1 │ route_test--customers     │ fail │
  │ f97765f6c0                 │ 5      │ (cycle 1)                 │ ed   │
  ├────────────────────────────┼────────┼───────────────────────────┼──────┤
  │ c02e56f6-0c67-4c3f-a5b9-7e │ $573.3 │ route_test--invoices--_id │ fail │
  │ dcfffd7330                 │ 7      │  (cycle 1)                │ ed   │
  ├────────────────────────────┼────────┼───────────────────────────┼──────┤
  │ 7494470f-5c2d-42a7-b137-3c │ $224.4 │ shared-architecture-layou │ fail │
  │ 07b582d1ef                 │ 9      │ t-builder                 │ ed   │
  └────────────────────────────┴────────┴───────────────────────────┴──────┘

  PagerDuty — webclone/pagerduty/code

  (28 ancestor sessions)

  ┌────────────────────────┬───────┬───────────────────────────────┬───────┐
  │       Session ID       │ Cost  │         What it built         │ Statu │
  │                        │       │                               │   s   │
  ├────────────────────────┼───────┼───────────────────────────────┼───────┤
  │ 2566b612-6813-4ad2-aca │ $1,13 │ prepare_template (carried     │ compl │
  │ 0-391346ad750e         │ 7.16  │ route builds)                 │ eted  │
  ├────────────────────────┼───────┼───────────────────────────────┼───────┤
  │ 8e1b58a8-b80c-459b-828 │ $774. │ route_business-services       │ faile │
  │ e-4cc79c909e90         │ 25    │ (cycle 1)                     │ d     │
  ├────────────────────────┼───────┼───────────────────────────────┼───────┤
  │ 9c61eec1-ee79-4130-b19 │ $532. │ route_account-settings-subscr │ faile │
  │ 9-8af38bc95deb         │ 18    │ iption-events                 │ d     │
  ├────────────────────────┼───────┼───────────────────────────────┼───────┤
  │ fda93701-69d2-4c98-a90 │ $497. │ prepare_template              │ faile │
  │ 1-11bfc554b2cc         │ 40    │                               │ d     │
  ├────────────────────────┼───────┼───────────────────────────────┼───────┤
  │ 45d23cdd-3408-4f8d-865 │ $439. │ route_service-directory-servi │ faile │
  │ 7-8ad7d5cb9e5f         │ 63    │ ce-id-integrations            │ d     │
  ├────────────────────────┼───────┼───────────────────────────────┼───────┤
  │ e2596ffe-71d2-46bd-a61 │ $341. │ route_service-directory-servi │ faile │
  │ 7-73a07f219a24         │ 35    │ ce-id                         │ d     │
  ├────────────────────────┼───────┼───────────────────────────────┼───────┤
  │ 50541719-3dac-4593-816 │ $334. │ route_service-directory       │ faile │
  │ d-6b112e54feb0         │ 30    │                               │ d     │
  └────────────────────────┴───────┴───────────────────────────────┴───────┘

  Jira — webclone/jira/code

  (28 ancestor sessions; much more fragmented, no single dominant session)

  ┌───────────────────────┬──────┬─────────────────────────────────┬───────┐
  │      Session ID       │ Cost │          What it built          │ Statu │
  │                       │      │                                 │   s   │
  ├───────────────────────┼──────┼─────────────────────────────────┼───────┤
  │ f9633e71-2eef-43fe-85 │ $394 │ route_jira-software-projects-ke │ faile │
  │ 0e-108043949572       │ .22  │ y-boards-id-not-found           │ d     │
  ├───────────────────────┼──────┼─────────────────────────────────┼───────┤
  │ 14ce800a-4abb-4530-b8 │ $309 │ route_issues (cycle 1)          │ cance │
  │ 1a-63e54146b6c8       │ .86  │                                 │ lled  │
  ├───────────────────────┼──────┼─────────────────────────────────┼───────┤
  │ 884a41cf-7544-4993-98 │ $269 │ shared-components batch-02      │ faile │
  │ 4f-6dfb48bd1712       │ .20  │ (cycle 2)                       │ d     │
  ├───────────────────────┼──────┼─────────────────────────────────┼───────┤
  │ fc59b176-8e49-43d5-84 │ $169 │ prepare_template                │ faile │
  │ 23-4bbda91b6637       │ .08  │                                 │ d     │
  ├───────────────────────┼──────┼─────────────────────────────────┼───────┤
  │ cc525eb3-a74b-40e4-8b │ $81. │ route_jira--dashboards--_id     │ faile │
  │ 02-fa636c71c6c6       │ 97   │                                 │ d     │
  └───────────────────────┴──────┴─────────────────────────────────┴───────┘

  Notes / caveats

  - The interactive autosave refs you gave are NOT where the cost lives. The
  three sessions named in your refs (a37189b7… stripe $8.44, e5a3ac4e… pagerduty
  $0.36, 905b3586… jira $7.68) are just the final interactive checkpoints —
  they carried the workspace forward cheaply. The real authorship is in the
  ancestor build/review sessions above.
  - step_name is the checkpoint label, not proof of authorship. Per the skill's
  gotcha, a node labeled prepare_template or route_X can be a session that
  merely carried that ref forward. The cost, however, is the genuine per-session
  spend — so cost ranking is reliable for "where the money/work went." If you
  want hard confirmation that a specific top session authored specific files, I
  can pull its traces and look for write/edit tool calls.
  - I did not filter to pranav's user ID — lineage returns the true ancestor
  chain regardless of creator, which is what "generated the bulk of this code"
  asks for. Want me to cross-check which of these were created by pranav
  (d54f0663-…) vs. other users?

✻ Cogitated for 1m 1s

❯ i guess what were the LATEST sessions from each that had semi high cost       

  Thought for 8s (ctrl+o to expand)

● Let me re-sort the same lineage data by recency, filtering to sessions with
  meaningful cost.

● Update(/tmp/claude-1000/-home-debian-plato-client-pglite/f5d479bf-6c9d-45d6-99
        89-71f38cc5624a/scratchpad/lineage.py)
  ⎿  Added 9 lines, removed 6 lines
      48              per_session[s] = {"cost": 0.0, "steps": [], "create
          d": n.created_at, "status": n.status}
      49          per_session[s]["cost"] += cost
      50          per_session[s]["steps"].append((n.step_name, cost, n.re
          f_public_id))
      51 -    ranked = sorted(per_session.items(), key=lambda kv: kv[1]["
         -cost"], reverse=True)                                          
      52 -    print(f"  {len(nodes)} lineage nodes across {len(per_sessio
         -n)} sessions for workspace {ws}")                              
      53 -    for s, info in ranked:                                     
      54 -        print(f"\n  SESSION {s}  total=${info['cost']:.2f}  sta
         -tus={info['status']}  created={info['created']}")              
      55 -        for step, cost, ref in sorted(info["steps"], key=lambda
         - x: -(x[1] or 0))[:8]:                                         
      56 -            print(f"      ${ (cost or 0):.2f}  {step}  ref={ref
         -}")                                                            
      51 +    THRESH = 50.0                                              
      52 +    by_recent = sorted(per_session.items(), key=lambda kv: str(
         +kv[1]["created"]), reverse=True)                               
      53 +    print(f"  Sessions with cost >= ${THRESH:.0f}, newest first
         +:")                                                            
      54 +    for s, info in by_recent:                                  
      55 +        if info["cost"] < THRESH:                              
      56 +            continue                                           
      57 +        step = sorted(info["steps"], key=lambda x: -(x[1] or 0)
         +)[0][0]                                                        
      58 +        print(f"    {str(info['created'])[:19]}  ${info['cost']
         +:>8.2f}  {info['status']:<10} {s}")                            
      59 +        print(f"         {step}")                              

● Bash(uv run python /tmp/claude-1000/-home-debian-plato-client-pglite/f5d479bf-
      6c9d-45d6-9989-71f38cc5624a/scratchpad/lineage.py 2>&1)
  ⎿  ======================================================================
     ==========
     STRIPE  (start session a37189b7-0126-4ef7-9823-fa726498917a, ws=webclo
     … +80 lines (ctrl+o to expand)

● Here are the latest semi-high-cost (≥$50) ancestor sessions per workspace,
  newest first. The single most-recent meaningful one is bolded.

  Stripe — webclone/stripe/code

  ┌────────┬──────┬────────┬──────────────────────────┬───────────────────┐
  │  Date  │ Cost │ Status │        Session ID        │       Build       │
  ├────────┼──────┼────────┼──────────────────────────┼───────────────────┤
  │ 2026-0 │ $59. │ cancel │ c0811819-fd7e-42b7-9f97- │ step.1            │
  │ 6-11   │ 25   │ led    │ 62d445dea9ad             │                   │
  ├────────┼──────┼────────┼──────────────────────────┼───────────────────┤
  │ 2026-0 │ $573 │ failed │ c02e56f6-0c67-4c3f-a5b9- │ route_test--invoi │
  │ 6-09   │ .37  │        │ 7edcfffd7330             │ ces--_id          │
  ├────────┼──────┼────────┼──────────────────────────┼───────────────────┤
  │ 2026-0 │ $750 │ failed │ 91bd59a1-de52-466b-860a- │ route_test--payme │
  │ 6-09   │ .47  │        │ f4ffe005df7c             │ nts               │
  ├────────┼──────┼────────┼──────────────────────────┼───────────────────┤
  │ 2026-0 │ $591 │ failed │ 29da5477-2f10-4fa7-9cbd- │ route_test--custo │
  │ 6-08   │ .15  │        │ aaf97765f6c0             │ mers              │
  └────────┴──────┴────────┴──────────────────────────┴───────────────────┘

  Stripe is older overall — the latest big substantive route builds are the June
  8–9 trio (~$2k combined). The June 11 one is a cheaper cancelled step.1.

  PagerDuty — webclone/pagerduty/code

  ┌───────┬──────┬──────┬─────────────────────┬───────────────────────────┐
  │ Date  │ Cost │ Stat │     Session ID      │           Build           │
  │       │      │  us  │                     │                           │
  ├───────┼──────┼──────┼─────────────────────┼───────────────────────────┤
  │ 2026- │ $1,1 │ comp │ 2566b612-6813-4ad2- │ prepare_template (carried │
  │ 06-17 │ 37.1 │ lete │ aca0-391346ad750e   │  route builds)            │
  │       │ 6    │ d    │                     │                           │
  ├───────┼──────┼──────┼─────────────────────┼───────────────────────────┤
  │ 2026- │ $532 │ fail │ 9c61eec1-ee79-4130- │ route_account-settings-su │
  │ 06-17 │ .18  │ ed   │ b199-8af38bc95deb   │ bscription-events         │
  ├───────┼──────┼──────┼─────────────────────┼───────────────────────────┤
  │ 2026- │ $497 │ fail │ fda93701-69d2-4c98- │ prepare_template          │
  │ 06-16 │ .40  │ ed   │ a901-11bfc554b2cc   │                           │
  ├───────┼──────┼──────┼─────────────────────┼───────────────────────────┤
  │ 2026- │ $439 │ fail │ 45d23cdd-3408-4f8d- │ route_service-directory-s │
  │ 06-15 │ .63  │ ed   │ 8657-8ad7d5cb9e5f   │ ervice-id-integrations    │
  └───────┴──────┴──────┴─────────────────────┴───────────────────────────┘

  PagerDuty is the most recent — the latest (June 17, $1,137, completed) is also
  the highest-cost.

  Jira — webclone/jira/code

  ┌───────┬─────┬──────┬────────────────────┬─────────────────────────────┐
  │ Date  │ Cos │ Stat │     Session ID     │            Build            │
  │       │  t  │  us  │                    │                             │
  ├───────┼─────┼──────┼────────────────────┼─────────────────────────────┤
  │ 2026- │ $39 │ fail │ f9633e71-2eef-43fe │ route_jira-software-project │
  │ 06-16 │ 4.2 │ ed   │ -850e-108043949572 │ s-key-boards-id-not-found   │
  │       │ 2   │      │                    │                             │
  ├───────┼─────┼──────┼────────────────────┼─────────────────────────────┤
  │ 2026- │ $30 │ canc │ 14ce800a-4abb-4530 │                             │
  │ 06-14 │ 9.8 │ elle │ -b81a-63e54146b6c8 │ route_issues                │
  │       │ 6   │ d    │                    │                             │
  ├───────┼─────┼──────┼────────────────────┼─────────────────────────────┤
  │ 2026- │ $16 │ fail │ fc59b176-8e49-43d5 │                             │
  │ 06-13 │ 9.0 │ ed   │ -8423-4bbda91b6637 │ prepare_template            │
  │       │ 8   │      │                    │                             │
  └───────┴─────┴──────┴────────────────────┴─────────────────────────────┘

  For Jira the latest high-cost session (June 16, $394) is also its biggest.

  TL;DR — latest + meaningfully-costly per workspace:
  - Stripe → 91bd59a1-… ($750, payments, Jun 9) if you want the latest large
  build; c0811819-… ($59, Jun 11) is technically the most recent.
  - PagerDuty → 2566b612-… ($1,137, Jun 17, completed).
  - Jira → f9633e71-… ($394, Jun 16).

✻ Brewed for 33s