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 · 2026-09-22

StartEndAct%ProjectSourceProvider row
02:5003:0022.07Thunder Marketing's Projecthubstaffhubstaff:10275418616
03:0003:0012.82Thunder Marketing's Projecthubstaffhubstaff:10275418653
05:1105:11100.00Thunder Marketing's Projecthubstaffhubstaff:10275738905
05:1105:208.06Thunder Marketing's Projecthubstaffhubstaff:10275770083
05:2005:308.50Thunder Marketing's Projecthubstaffhubstaff:10275799888
05:3005:405.83Thunder Marketing's Projecthubstaffhubstaff:10275829002
05:4005:5029.83Thunder Marketing's Projecthubstaffhubstaff:10275861425
05:5006:0023.67Thunder Marketing's Projecthubstaffhubstaff:10275895609
06:0006:107.50Thunder Marketing's Projecthubstaffhubstaff:10275932050
06:1006:2010.83Thunder Marketing's Projecthubstaffhubstaff:10275971749
06:2006:307.00Thunder Marketing's Projecthubstaffhubstaff:10276006302
06:3006:4031.50Thunder Marketing's Projecthubstaffhubstaff:10276039085
06:4006:5019.17Thunder Marketing's Projecthubstaffhubstaff:10276074947
06:5007:0013.50Thunder Marketing's Projecthubstaffhubstaff:10276114200
07:0007:1011.83Thunder Marketing's Projecthubstaffhubstaff:10276151347
07:1007:2026.33Thunder Marketing's Projecthubstaffhubstaff:10276191899
07:2007:3018.33Thunder Marketing's Projecthubstaffhubstaff:10276232183
07:3007:405.00Thunder Marketing's Projecthubstaffhubstaff:10276270291
07:4007:5014.83Thunder Marketing's Projecthubstaffhubstaff:10276309194
07:5008:0019.33Thunder Marketing's Projecthubstaffhubstaff:10276351344
08:0008:1038.00Thunder Marketing's Projecthubstaffhubstaff:10276392511
08:1008:2041.00Thunder Marketing's Projecthubstaffhubstaff:10276430454
08:2008:3029.00Thunder Marketing's Projecthubstaffhubstaff:10276470023
08:3008:4026.50Thunder Marketing's Projecthubstaffhubstaff:10276510026
08:4008:5019.33Thunder Marketing's Projecthubstaffhubstaff:10276550509
08:5009:007.50Thunder Marketing's Projecthubstaffhubstaff:10276591036
09:0009:104.83Thunder Marketing's Projecthubstaffhubstaff:10276633340
09:1009:2014.17Thunder Marketing's Projecthubstaffhubstaff:10276690758
09:2009:263.55Thunder Marketing's Projecthubstaffhubstaff:10276765040
09:2609:300.00Thunder Marketing's Projecthubstaffhubstaff:10276769555
09:3009:400.00Thunder Marketing's Projecthubstaffhubstaff:10276769605
09:4009:460.00Thunder Marketing's Projecthubstaffhubstaff:10276769652
09:4609:5013.79Thunder Marketing's Projecthubstaffhubstaff:10276795258
09:5010:0022.50Thunder Marketing's Projecthubstaffhubstaff:10276836748
10:0010:107.17Thunder Marketing's Projecthubstaffhubstaff:10276880831
10:1010:173.52Thunder Marketing's Projecthubstaffhubstaff:10276896525
14:3914:4080.00Thunder Marketing's Projecthubstaffhubstaff:10278458242
14:4014:5027.00Thunder Marketing's Projecthubstaffhubstaff:10278563534
14:5015:0024.17Thunder Marketing's Projecthubstaffhubstaff:10278648153
15:0015:105.33Thunder Marketing's Projecthubstaffhubstaff:10278737125
15:1015:209.17Thunder Marketing's Projecthubstaffhubstaff:10278839378
15:2015:3023.33Thunder Marketing's Projecthubstaffhubstaff:10278907685
15:3015:4028.83Thunder Marketing's Projecthubstaffhubstaff:10278996513
15:4015:501.67Thunder Marketing's Projecthubstaffhubstaff:10279119026
15:5016:0020.50Thunder Marketing's Projecthubstaffhubstaff:10279126610
16:0016:1013.33Thunder Marketing's Projecthubstaffhubstaff:10279246953
16:1016:2035.83Thunder Marketing's Projecthubstaffhubstaff:10279320866
16:2016:3052.50Thunder Marketing's Projecthubstaffhubstaff:10279397702
16:4016:500.00Thunder Marketing's Projecthubstaffhubstaff:10279583500
16:5016:5924.01Thunder Marketing's Projecthubstaffhubstaff:10279607159
17:5118:004.98Thunder Marketing's Projecthubstaffhubstaff:10280104609
18:0018:100.67Thunder Marketing's Projecthubstaffhubstaff:10280200422
18:1018:2050.33Thunder Marketing's Projecthubstaffhubstaff:10280249474
18:2018:307.33Thunder Marketing's Projecthubstaffhubstaff:10280320533
18:3018:3210.16Thunder Marketing's Projecthubstaffhubstaff:10280320668

55 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.