E

EmpCloud

conf 0.55

Thunder Marketing · 1Touch-dev

Jitu Prosad Saha

jitu@kyma.world

2026-09-21 → 2026-09-28 · showing up to 2026-09-28 · live data last updated 28 Sept, 05:07 UTC

Hours tracked

46.3

6 days tracked

Hours per day

7.7

on days with tracked time

Mean activity

32.3%

never scored

PRs opened

0

in this period

PRs merged

0

none opened

Median time to merge

—

nothing merged

Commits

14

2 repositories

Lines changed

44,319

context only — never scored

Identity

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

aws 2:Jitu-Pgithub jitusaha11github jitusaha15hubstaff Jitu Prosad Saha

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.

Behind

67

rank 12 of 14

behind ≤ 73median 7982 ≤ leading
infrastructure 15%13
craft 25%87
consistency 12%44
change discipline 18%99
completed work 22%—
review 8%—

Why this reads as “Behind”

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.

67 of 100, ranked 12 of 14 people with a score, against a cohort median of 79. The bands are cut from this period's own distribution, not fixed thresholds: ≤ 73 is behind, ≥ 82 is leading, and this person is in the bottom 30% of people with a score this period. With every component at the cohort median this person would score 81; they score 67. That difference is carried by infrastructure (13 against a cohort median of 50, worth -7.9 points) and craft (87 against a cohort median of 98, worth -3.9 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 14 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
Infrastructure15%1350-7.938 points from 13 AWS changes on 3 days
Craft25%8798-3.947 of 57 commits name what they changed
Consistency12%4453-1.5code landed on 18 separate days
Change discipline18%99100-0.3median commit 258 lines
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 67 − 81 = -14, where 81 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: 46.3 hours tracked, 14 commits, 44,319 lines changed, 31.9% 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

26

Changes

10

Days

1

Unscored

0

sign-ins, own MFA, shells

Provisioning 2 × 5ptConfiguration 8 × 2pt

What they actually did

  • route53 ChangeResourceRecordSets×6 · 12 pts
  • ses CreateEmailIdentity×2 · 10 pts
  • ses PutEmailIdentityDkimAttributes×2 · 4 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

0.8%

0.39h of 46.25h on mapped projects. A project-mapping metric, not a diligence metric.

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 1 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 315 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
▸ 2026-09-281.1132.4000
▸ 2026-09-270.00—000
▸ 2026-09-260.00—000
▾ 2026-09-259.1032.8900
▸ 2026-09-248.8031.4500
▸ 2026-09-2310.9938.1000
▸ 2026-09-228.1117.1000
▸ 2026-09-218.1537.6000

Raw Hubstaff intervals · 2026-09-25

StartEndAct%ProjectSourceProvider row
02:4702:4947.22Positionhubstaffhubstaff:10296854108
02:4902:5015.69Social mediahubstaffhubstaff:10296860367
02:5003:0041.50Social mediahubstaffhubstaff:10296884649
03:0003:1048.83Social mediahubstaffhubstaff:10296906114
03:1003:1267.11Social mediahubstaffhubstaff:10296906139
03:1203:2056.47Positionhubstaffhubstaff:10296930440
03:2003:3030.50Positionhubstaffhubstaff:10296949375
03:3003:4042.33Positionhubstaffhubstaff:10296973986
03:4003:5043.83Positionhubstaffhubstaff:10296993288
03:5004:0059.00Positionhubstaffhubstaff:10297019276
04:0004:1036.33Positionhubstaffhubstaff:10297043311
04:1004:2053.50Positionhubstaffhubstaff:10297065837
04:2004:3079.67Positionhubstaffhubstaff:10297088327
04:3004:3862.88Positionhubstaffhubstaff:10297101406
05:1805:2048.72Positionhubstaffhubstaff:10297211721
05:2005:3033.00Positionhubstaffhubstaff:10297239319
05:3005:4021.00Positionhubstaffhubstaff:10297266287
05:4005:509.00Positionhubstaffhubstaff:10297294915
05:5006:008.33Positionhubstaffhubstaff:10297324184
06:0006:1014.67Positionhubstaffhubstaff:10297353100
06:1006:2032.50Positionhubstaffhubstaff:10297384718
06:2006:3033.33Positionhubstaffhubstaff:10297414636
06:3006:4041.33Positionhubstaffhubstaff:10297446895
06:4006:5025.50Positionhubstaffhubstaff:10297479485
06:5007:0032.17Positionhubstaffhubstaff:10297515091
07:0007:1025.33Positionhubstaffhubstaff:10297548640
07:1007:2045.83Positionhubstaffhubstaff:10297583152
07:2007:3049.17Positionhubstaffhubstaff:10297618157
07:3007:4012.17Positionhubstaffhubstaff:10297653918
07:4007:5012.67Positionhubstaffhubstaff:10297687025
07:5008:0021.67Positionhubstaffhubstaff:10297721625
08:0008:1020.33Positionhubstaffhubstaff:10297756624
08:1008:2045.33Positionhubstaffhubstaff:10297790142
08:2008:3014.67Positionhubstaffhubstaff:10297824509
08:3008:4044.17Positionhubstaffhubstaff:10297858266
08:4008:5024.33Positionhubstaffhubstaff:10297883629
08:5008:5039.39Positionhubstaffhubstaff:10297883687
09:1709:2046.34Positionhubstaffhubstaff:10297998064
09:2009:3036.00Positionhubstaffhubstaff:10298030563
09:3009:4047.83Positionhubstaffhubstaff:10298064928
09:4009:5036.00Positionhubstaffhubstaff:10298101249
09:5010:0028.00Positionhubstaffhubstaff:10298137235
10:0010:1034.50Positionhubstaffhubstaff:10298174967
10:1010:2036.67Positionhubstaffhubstaff:10298209711
10:2010:3035.17Positionhubstaffhubstaff:10298245877
10:3010:4029.17Positionhubstaffhubstaff:10298281312
10:4010:5034.17Positionhubstaffhubstaff:10298320498
10:5011:0032.67Positionhubstaffhubstaff:10298355371
11:0011:1030.83Positionhubstaffhubstaff:10298395043
11:1011:2020.50Positionhubstaffhubstaff:10298431583
11:2011:3017.17Positionhubstaffhubstaff:10298470528
11:3011:4013.83Positionhubstaffhubstaff:10298509073
11:4011:504.67Positionhubstaffhubstaff:10298589490
11:5012:000.83Positionhubstaffhubstaff:10298589627
12:0012:016.98Positionhubstaffhubstaff:10298589898
12:0112:103.95Positionhubstaffhubstaff:10298642181
12:1012:2040.00Positionhubstaffhubstaff:10298688241
12:2012:3043.83Positionhubstaffhubstaff:10298738223
12:3012:4033.50Positionhubstaffhubstaff:10298789601
12:4012:5043.50Positionhubstaffhubstaff:10298844181
12:5013:0042.00Positionhubstaffhubstaff:10306870803
13:0013:0046.67Positionhubstaffhubstaff:10306870835

62 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.

Thunder Marketing's Project30.8h209 rows
Position14.6h97 rows
email-service0.4h4 rows
Social media0.4h5 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 · 14 counted, 0 excluded

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

SHARepoMessageWhen+/−Counted
0b820d8Social_Media_AutomationsAdd Logs on scraper results pages and wire execution log APIs.2026-09-25+484 −127counted
a8b4c82SMA_BackendAdd scraper execution logs and harden IG/TW followers list-ready waits.2026-09-25+1,375 −48counted
855eb32SMA_BackendHarden IG/TW bulk discovery against live navigation timeouts.2026-09-25+303 −57counted
2394024Social_Media_AutomationsUpdate SavedScrapersPage.tsx2026-09-25+180 −5counted
789fa7cSMA_BackendUpdate activeContext.md2026-09-25+1 −1counted
dc08262SMA_BackendDelete function add in Scrapers session2026-09-25+236 −2counted
9840be5Social_Media_AutomationsDelete button add2026-09-25+113 −0counted
484bd98SMA_BackendLimit and Session Running issue of crapers2026-09-25+508 −47counted
b61f486Social_Media_AutomationsScrapers limit increase and some pagination changes2026-09-25+37 −40counted
e0b6ec3SMA_Backendstyle: format router and mongodb after SMA merge2026-09-24+334 −211counted
1771c03Social_Media_AutomationsMerge feat/SMA_Scrapers_jitu into interaction_v22026-09-24+7,233 −112counted
da992eeSMA_BackendMerge feat/SMA_Scrapers_jitu into interaction_v22026-09-24+16,205 −86counted
4582fcbSMA_Backendfeat: complete SMA Instagram and Twitter profile scrapers2026-09-24+11,303 −198counted
9904571Social_Media_Automationsfeat: complete SMA Instagram and Twitter profile scrapers2026-09-24+4,818 −255counted

This is wrong

Anything on this page can be disputed. A correction is a stored row, not an email — it stays attached to the figure it challenges.

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

Open disputes are shown to anyone reading this person's numbers.

Nothing disputed yet.