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tier/10· Murk Beast· 1,101,876 pts· joined March 2026· 14-day streak
OG SwamperDoctor EVILFirst Murk LurkerFirst Moss FiendFirst Murk Beast
10XP 60.2%11
01Lore

one old devop

02Activity

55 active days in 2026

LessMore
03Trajectorynext: Black Water Wraith
Score
04Execution Records75,960 · 52 days
1.10M pts

click a wedge to zoom · center to return

Show full breakdown
  1. cli_invocation100.0%76k
    model48%37k
    1. method26k
    2. create2.6k
    3. validate2.3k
    4. get1.7k
    5. type1.5k
    6. search1.2k
    7. evaluate438
    8. output324
    9. delete100
    10. list51
    data15%11k
    1. query5.5k
    2. search3.7k
    3. list1.3k
    4. get759
    5. gc133
    6. versions20
    7. delete7
    8. rename3
    audit14%11k
    1. record10k
    workflow13%10k
    1. run7.6k
    2. validate911
    3. get500
    4. history492
    5. search186
    6. evaluate159
    7. list64
    8. schema62
    9. create56
    10. delete7
    11. approvals4
    extension3%2.6k
    1. search1.4k
    2. list450
    3. push199
    4. pull191
    5. fmt169
    6. quality146
    7. source56
    8. version11
    9. info9
    10. trust9
    11. outdated7
    12. update7
    13. rm4
    14. ls1
    15. install1
    vault1%1.0k
    1. list446
    2. type341
    3. search96
    4. list-keys61
    5. put26
    6. create15
    7. annotate14
    8. inspect11
    9. get10
    10. read-secret7
    11. describe6
    12. migrate2
    report1%520
    1. get189
    2. search119
    3. list105
    4. describe100
    5. type6
    datastore1%477
    1. status433
    2. lock15
    3. sync11
    4. setup9
    5. type4
    6. compact4
    summarize1%451
    help1%403
    1. model98
    2. extension62
    3. workflow54
    4. data48
    5. report46
    6. vault42
    7. repo8
    8. datastore7
    9. audit4
    10. serve4
    11. issue4
    12. summarise3
    13. doctor3
    14. driver3
    15. auth2
    16. agent2
    17. telemetry2
    18. config1
    19. source1
    20. open1
    21. init1
    telemetry1%402
    1. stats400
    doctor0%324
    1. extensions113
    2. audit83
    3. workflows51
    4. secrets7
    repo0%100
    1. upgrade84
    2. init9
    3. status4
    4. index3
    config0%97
    1. list90
    2. get6
    3. set1
    summarise0%76
    version0%73
    auth0%64
    1. whoami61
    2. login2
    driver0%56
    1. type56
    issue0%39
    1. bug14
    2. get12
    3. feature10
    4. ripple2
    source0%21
    1. fetch9
    2. path8
    3. clean4
    update0%16
    serve0%15
    agent0%10
    1. list7
    2. setup1
    open0%3
05Tier
10
of 20
Rank
Murk Beast
Score
1,101,876
Next
1,500,000
06Extensions40

Cloudflare

@webframp/cloudflare · v2026.05.27.1

Cloudflare management - zones, DNS records, WAF/firewall rules, Workers, and cache/CDN

upd May 2798 pullsA

Network

@webframp/network · v2026.05.21.1

DNS and network probing model that generates diverse diagnostic events.

upd May 2281 pullsA

Aws/inventory

@webframp/aws/inventory · v2026.05.29.1

Discover running AWS resources for cost estimation and inventory management.

upd May 3168 pullsA

Aws/cost Explorer

@webframp/aws/cost-explorer · v2026.05.20.1

Query AWS Cost Explorer for actual spend analysis by service, usage type,

upd May 2063 pullsA

Aws/alarms

@webframp/aws/alarms · v2026.05.20.1

Query and analyze CloudWatch Alarms for operational visibility and incident response.

upd May 2060 pullsA
view all 40 →
07Uplinks
webframp.comwebframpwebframp[email protected]
08Writings
  1. Skin in the Game
    webframp.comapproved
  2. Inception: Learning Swamp Through Swamp
    webframp.comapproved
  3. You Were Never Declaring State. You Were Observing By Hand.
    webframp.comapproved
  4. Artificial Confidence: The Spec for the Agent-Native Cloud, and Who Might Actually Ship It
    artificialconfidence.comapproved
  5. The Pipeline Is Dead, Long Live the Agent Mesh
    webframp.comapproved
  6. swamp extension quality checklist
    gist.github.comapproved
  7. Swamp Datastores: One Workflow, Any Machine
    webframp.comapproved
  8. The Workflow Collision
    webframp.comapproved
  9. Building the Machine
    webframp.comapproved
  10. The Architect's Instinct
    webframp.comapproved