E

EmpCloud

conf 0.55

Thunder Marketing · 1Touch-dev

Anshuman Parmar

anshuman@kyma.world

2026-09-19 → 2026-09-26 · showing up to 2026-09-26 · live data last updated 26 Sept, 12:18 UTC

Hours tracked

35.9

5 days tracked

Hours per day

7.2

on days with tracked time

Mean activity

25.4%

never scored

PRs opened

0

in this period

PRs merged

0

none opened

Median time to merge

—

nothing merged

Commits

10

1 repositories

Lines changed

1,629

context only — never scored

Identity

A person is only measurable across the providers they are linked to.

aws Anshuman_Paws 2:Anshuman_Pgithub anshumankymahubstaff Anshuman Parmar

Evidence confidence for this person

0.00floor 0.601.00

0.55 against a 0.60 floor — no composite score is computed and no alert can fire for this person (AC-05). Measured 0.70, capped because no task tracker defines the work.

Delivery signal

An input to a conversation, not a verdict.

Steady

79

rank 5 of 12

behind ≤ 78median 7881 ≤ leading
change discipline 18%93
consistency 12%54
craft 25%98
infrastructure 15%53
completed work 22%—
review 8%—

Why this reads as “Steady”

The band is cut from this period's own distribution, not a fixed threshold. The arithmetic is below so it can be checked rather than believed.

79 of 100, ranked 5 of 12 people with a score, against a cohort median of 78. The bands are cut from this period's own distribution, not fixed thresholds: ≤ 78 is behind, ≥ 81 is leading, and this person is in the middle 40% of people with a score this period. With every component at the cohort median this person would score 82; they score 79. That difference is carried by change discipline (93 against a cohort median of 100, worth -1.8 points). 2 of 6 components (completed work, review) could not be measured at all, so the remaining weights were rescaled — this score rests on 70% of the intended evidence.

A band compares this person to the 12 people who have a score in this window — nothing more. It is not a rating, it does not persist, and it moves when the cohort or the window moves.

How this number was built

Every term is shown with the rows it came from and the cohort figure it was judged against. If a term looks wrong, the tables below are the argument.

ComponentWeightScoreCohort medianEffectComputed from
Change discipline18%93100-1.8median commit 339 lines
Consistency12%5455-0.2code landed on 23 separate days
Craft25%98980125 of 128 commits name what they changed
Infrastructure15%53530706 points from 226 AWS changes on 9 days
Completed work22%———not scored — never assigned a task in any connected tracker. Scoring 0 here would read as "delivered nothing" when the truth is that no tracker describes this person’s work.
Review8%———not scored — no review is recorded anywhere in the organisation, so this term has no data for anyone. It is withheld rather than scored 0 — a 0 would read as "does not collaborate".

Effect is a counterfactual, not a share: how many points this person’s score would move if that one component dropped to the cohort median for it. The effects sum to 79 − 82 = -3, where 82 is what this person would score with every one of their components at the cohort median. Negative rows are the reason the total sits where it does. A component with no data is withheld and the remaining weights are rescaled — it is never scored as zero, and it never counts against anyone.

Measured but deliberately not scored: 35.9 hours tracked, 10 commits, 1,629 lines changed, 24.2% activity. The first four measure motion rather than delivery and are trivially inflated. CI is excluded because it exists on a minority of repositories, so scoring it would rank people by which repository they work in. This score cannot see architecture, planning, mentoring, incident response or infrastructure work at all.

Infrastructure work

From CloudTrail — the only record of work that leaves no trace in git.

Weighted points

81

Changes

22

Days

2

Unscored

4

sign-ins, own MFA, shells

Provisioning 10 × 5ptDeployment 2 × 4ptAccess & security 3 × 3ptConfiguration 7 × 2pt

What they actually did

  • elasticbeanstalk CreateApplicationVersion×3 · 15 pts
  • elasticbeanstalk UpdateEnvironment×2 · 8 pts
  • autoscaling CreateLaunchConfiguration×1 · 5 pts
  • cloudformation CreateStack×1 · 5 pts
  • cloudformation DeleteStack×1 · 5 pts
  • ec2 CreateLaunchTemplate×1 · 5 pts
  • ec2 DeleteLaunchTemplate×1 · 5 pts
  • elasticbeanstalk CreateEnvironment×1 · 5 pts

CloudTrail records the API call, not the intent. It cannot tell a considered change from one corrected a minute later, and it retains 90 days — so an empty earlier period means “not retained”, never “nothing happened”.

Employee KPIs

Six of the twelve. Where a value is absent the reason is stated — never rendered as a zero.

Focused project ratio

conf 0.90

0%

All 35.94h went to Hubstaff projects that are not mapped to any repository or external key. This is a project-mapping metric, not a diligence metric — it measures our configuration, not this person's focus.

Evidence confidence

conf 1.00

55%

Below the 0.6 floor, so no composite score is computed and no alert can fire (AC-05).

Accepted difficulty pointsblockedNone of this person's 5 work units reached acceptance (merged + first CI green + ≥1 review).
First-pass acceptanceblockedNothing accepted, so there is no first-pass rate.
Idle classification mixblocked0 of 251 intervals carry a class.
Tokens per accepted pointblockedNo AI usage data connected.

Day by day

Tracked time beside code that landed. Click a day for the raw Hubstaff intervals behind its hours.

DayHoursAct%CommitsPRs openedPRs merged
▸ 2026-09-262.3626.1000
▸ 2026-09-256.8214.5000
▾ 2026-09-249.2023.1000
▸ 2026-09-2310.1532.9400
▸ 2026-09-227.4122.2600
▸ 2026-09-210.00—000
▸ 2026-09-200.00—000
▸ 2026-09-190.00—000

Raw Hubstaff intervals · 2026-09-24

StartEndAct%ProjectSourceProvider row
06:0306:1049.04Hubstaff Platformhubstaffhubstaff:10290333606
06:1006:2012.00Hubstaff Platformhubstaffhubstaff:10290369824
06:2006:203.45Hubstaff Platformhubstaffhubstaff:10290431072
06:5607:0066.38Hubstaff Platformhubstaffhubstaff:10290517245
07:0007:1081.00Hubstaff Platformhubstaffhubstaff:10290554642
07:1007:2090.83Hubstaff Platformhubstaffhubstaff:10290593011
07:2007:3053.67Hubstaff Platformhubstaffhubstaff:10290621921
07:3007:3090.63Hubstaff Platformhubstaffhubstaff:10290621980
07:3007:4037.32Positionhubstaffhubstaff:10290681282
07:4007:5025.83Positionhubstaffhubstaff:10290713608
07:5008:0064.67Positionhubstaffhubstaff:10290752474
08:0008:1031.00Positionhubstaffhubstaff:10290792479
08:1008:2013.33Positionhubstaffhubstaff:10290831673
08:2008:3049.83Positionhubstaffhubstaff:10290870486
08:3008:4011.50Positionhubstaffhubstaff:10290940438
08:4008:506.83Positionhubstaffhubstaff:10290969284
08:5009:0010.67Positionhubstaffhubstaff:10290989368
09:0009:1014.17Positionhubstaffhubstaff:10291030621
09:1009:2029.33Positionhubstaffhubstaff:10291071205
09:2009:300.67Positionhubstaffhubstaff:10291172620
09:3009:400.00Positionhubstaffhubstaff:10291172652
09:4009:501.00Positionhubstaffhubstaff:10291191924
09:5010:0047.50Positionhubstaffhubstaff:10291229464
10:0010:1036.67Positionhubstaffhubstaff:10291297583
10:1010:170.45Positionhubstaffhubstaff:10291370503
10:5511:006.32Positionhubstaffhubstaff:10291493651
11:0011:1015.83Positionhubstaffhubstaff:10291527368
11:1011:207.67Positionhubstaffhubstaff:10291565227
11:2011:3020.33Positionhubstaffhubstaff:10291613080
11:3011:403.67Positionhubstaffhubstaff:10291677626
11:4011:502.83Positionhubstaffhubstaff:10291697778
11:5012:0019.50Positionhubstaffhubstaff:10291767028
12:0012:1010.17Positionhubstaffhubstaff:10291802209
12:1012:2028.17Positionhubstaffhubstaff:10291849909
12:2012:2675.39Positionhubstaffhubstaff:10291868195
12:3212:320.00Positionhubstaffhubstaff:10293079509
15:1115:2020.30Positionhubstaffhubstaff:10293159881
15:2015:3030.67Positionhubstaffhubstaff:10293284667
15:3015:4019.50Positionhubstaffhubstaff:10293324748
15:4015:5025.67Positionhubstaffhubstaff:10293431547
15:5016:008.83Positionhubstaffhubstaff:10293616363
16:0016:101.17Positionhubstaffhubstaff:10293616542
16:1016:2031.17Positionhubstaffhubstaff:10293622167
16:2016:3042.17Positionhubstaffhubstaff:10293728012
16:3016:4037.33Positionhubstaffhubstaff:10293808067
16:4016:508.00Positionhubstaffhubstaff:10293933149
16:5017:001.67Positionhubstaffhubstaff:10293983725
17:0017:108.50Positionhubstaffhubstaff:10294112103
17:1017:200.33Positionhubstaffhubstaff:10294233555
17:2017:300.00Positionhubstaffhubstaff:10294233630
17:3017:4020.67Positionhubstaffhubstaff:10294273494
17:4017:4317.17Positionhubstaffhubstaff:10294432772
18:1418:1515.69Positionhubstaffhubstaff:10294714138
18:3918:4055.00Positionhubstaffhubstaff:10294714217
18:4018:5058.00Positionhubstaffhubstaff:10294785158
18:5018:5813.40Positionhubstaffhubstaff:10295275318
19:1919:2057.14Positionhubstaffhubstaff:10295275470
19:2019:2517.98Positionhubstaffhubstaff:10295275580
19:5620:006.36Positionhubstaffhubstaff:10295275683
20:0020:105.67Positionhubstaffhubstaff:10295357686
20:1020:2034.67Positionhubstaffhubstaff:10295505038
20:2020:301.00Positionhubstaffhubstaff:10295505097
20:3020:406.00Positionhubstaffhubstaff:10295553551
20:4020:4921.71Positionhubstaffhubstaff:10295881897
21:3521:4026.25Positionhubstaffhubstaff:10295928509
21:4021:467.57Positionhubstaffhubstaff:10295931448

66 rows from time_intervals. This is the bottom of the chain — there is nothing below it but the Hubstaff API response.

Where the time went

Hubstaff project attribution.

Position17.5h124 rows
Thunder Marketing's Project16.3h110 rows
Hubstaff Platform1.6h13 rows
(no project selected)0.6h4 rows

What was not counted

Commits excluded from output, with the reason stored on the row.

Nothing of this person's was excluded in this window.

Pull requests · 0

The rows behind “merged” and “reviewed before merge”. Every one links to GitHub.

No pull requests opened or merged by this person in this window.

Commits · 10 counted, 0 excluded

Default-branch history only. Work on unmerged PR branches does not appear here — see the pull requests above.

SHARepoMessageWhen+/−Counted
33c9a3eHubstaff-GitHub-MonitoringRank on GitHub + Hubstaff evidence directly — no task tracker required2026-09-23+171 −88counted
1b33fc6Hubstaff-GitHub-MonitoringFix generate-ranking.ts: fixed max_tokens truncated valid JSON on a b…2026-09-23+42 −15counted
35ac84cHubstaff-GitHub-MonitoringFix /method 500 — EXPLAIN map was missing the infrastructure component2026-09-23+19 −1counted
403a58aHubstaff-GitHub-MonitoringFix tasks/code_changes inserts crashing on re-sync across overlapping…2026-09-23+14 −2counted
b56f063Hubstaff-GitHub-MonitoringReplace hardcoded 2026-08/09 date fallbacks with a real rolling window2026-09-22+153 −39counted
741e3d0Hubstaff-GitHub-MonitoringFix bootstrap-hubstaff.ts's no-op ON CONFLICT DO NOTHING and dedupe l…2026-09-22+94 −1counted
aac136fHubstaff-GitHub-MonitoringFix another hardcoded date window — bootstrap-hubstaff.ts orphaned re…2026-09-22+11 −1counted
ac1bc4bHubstaff-GitHub-MonitoringFix package-lock.json for Linux — npm ci was failing on the deploy box2026-09-22+22 −13counted
a1d1254Hubstaff-GitHub-MonitoringFix an empty-string env default and widen the daily-sync timeout for …2026-09-22+6 −2counted
c9bc109Hubstaff-GitHub-MonitoringAdd daily automation, a rate-limited manual sync, and a Claude rankin…2026-09-22+909 −26counted

This is wrong

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There is no authentication in this POC, so the submitter is self-declared. Before this platform is used for anything that affects pay, this field has to come from a real session.

Corrections on record · 0

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Nothing disputed yet.