E

EmpCloud

conf 0.55

Thunder Marketing · 1Touch-dev

Aziz Bohra

aziz@kyma.world

2026-09-22 → 2026-09-29 · showing up to 2026-09-29 · live data last updated 29 Sept, 05:07 UTC

Hours tracked

51.5

7 days tracked

Hours per day

7.4

on days with tracked time

Mean activity

33.5%

never scored

PRs opened

5

in this period

PRs merged

5

100% of opened

Median time to merge

0.3h

open → merge

Commits

51

2 repositories

Lines changed

37,478

context only — never scored

Identity

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

aws Aziz-Bohraaws Aziz-Bgithub AzizBohraKymahubstaff Aziz Bohra

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

81

rank 8 of 15

behind ≤ 74median 8184 ≤ leading
infrastructure 15%43
change discipline 18%100
craft 25%99
consistency 12%61
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.

81 of 100, ranked 8 of 15 people with a score, against a cohort median of 81. The bands are cut from this period's own distribution, not fixed thresholds: ≤ 74 is behind, ≥ 84 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 80; they score 81. That difference is carried by infrastructure (43 against a cohort median of 50, worth -1.5 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 15 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%4350-1.5327 points from 138 AWS changes on 9 days
Change discipline18%1001000median commit 157 lines
Craft25%9998+0.4243 of 244 commits name what they changed
Consistency12%6152+1.5code landed on 31 separate 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 81 − 80 = 1, where 80 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: 51.5 hours tracked, 51 commits, 37,478 lines changed, 32.2% activity, first-pass CI 100%. 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

181

Changes

74

Days

2

Unscored

7

sign-ins, own MFA, shells

Provisioning 11 × 5ptConfiguration 63 × 2pt

What they actually did

  • route53 ChangeResourceRecordSets×52 · 104 pts
  • ses CreateEmailIdentity×11 · 55 pts
  • ses PutEmailIdentityDkimAttributes×11 · 22 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

0.2%

0.11h of 51.51h 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 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 328 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
▸ 2026-09-291.0858.0100
▾ 2026-09-289.9617.02122
▸ 2026-09-270.00—000
▸ 2026-09-263.3815.9511
▸ 2026-09-259.9627.91722
▸ 2026-09-249.4234.2200
▸ 2026-09-239.2642.6500
▸ 2026-09-228.4544.4000

Raw Hubstaff intervals · 2026-09-28

StartEndAct%ProjectSourceProvider row
04:1004:2048.06Positionhubstaffhubstaff:10306941171
04:2004:3021.50Positionhubstaffhubstaff:10306960919
04:3004:4048.50Positionhubstaffhubstaff:10306983148
04:4004:5032.33Positionhubstaffhubstaff:10307006408
04:5005:0014.67Positionhubstaffhubstaff:10307034166
05:0005:1036.33Positionhubstaffhubstaff:10307059862
05:1005:2027.67Positionhubstaffhubstaff:10307090057
05:2005:3035.50Positionhubstaffhubstaff:10307120016
05:3005:4013.83Positionhubstaffhubstaff:10307167038
05:4005:507.33Positionhubstaffhubstaff:10307171534
05:5006:0018.00Positionhubstaffhubstaff:10307208716
06:0006:1022.17Positionhubstaffhubstaff:10307248886
06:1006:208.83Positionhubstaffhubstaff:10307275707
06:2006:3016.33Positionhubstaffhubstaff:10307312286
06:3006:400.50Positionhubstaffhubstaff:10307363465
06:4006:5010.50Positionhubstaffhubstaff:10307393656
06:5007:0020.33Positionhubstaffhubstaff:10307421269
07:0007:104.67Positionhubstaffhubstaff:10307497363
07:1007:200.67Positionhubstaffhubstaff:10307497399
07:2007:3021.67Positionhubstaffhubstaff:10307537508
07:3007:4022.67Positionhubstaffhubstaff:10307575348
07:4007:5050.83Positionhubstaffhubstaff:10307613427
07:5008:0015.33Positionhubstaffhubstaff:10307662540
08:0008:109.50Positionhubstaffhubstaff:10307745220
08:1008:200.00Positionhubstaffhubstaff:10307745250
08:2008:303.00Positionhubstaffhubstaff:10307783964
08:3008:400.67Positionhubstaffhubstaff:10307817138
08:4008:5025.83Positionhubstaffhubstaff:10307856878
08:5009:0021.50Positionhubstaffhubstaff:10307896493
09:0009:1037.00Positionhubstaffhubstaff:10307936957
09:1009:208.50Positionhubstaffhubstaff:10308013130
09:2009:302.83Positionhubstaffhubstaff:10308013168
09:3009:4015.33Positionhubstaffhubstaff:10308057631
09:4009:5026.50Positionhubstaffhubstaff:10308099518
09:5010:0026.00Positionhubstaffhubstaff:10308140678
10:0010:1010.83Positionhubstaffhubstaff:10308193561
10:1010:200.50Positionhubstaffhubstaff:10308225528
10:2010:3011.67Positionhubstaffhubstaff:10308266184
10:3010:4013.00Positionhubstaffhubstaff:10308310921
10:4010:505.83Positionhubstaffhubstaff:10308347137
10:5011:0022.00Positionhubstaffhubstaff:10308390312
11:0011:1011.67Positionhubstaffhubstaff:10308432271
11:1011:202.33Positionhubstaffhubstaff:10308476045
11:2011:306.33Positionhubstaffhubstaff:10308522275
11:3011:4034.67Positionhubstaffhubstaff:10308564188
11:4011:4844.44Positionhubstaffhubstaff:10309412505
13:5414:0039.82Positionhubstaffhubstaff:10309466631
14:0014:104.50Positionhubstaffhubstaff:10309547248
14:1014:200.33Positionhubstaffhubstaff:10309690589
14:2014:300.17Positionhubstaffhubstaff:10309741922
14:3014:400.50Positionhubstaffhubstaff:10309854947
14:4014:501.00Positionhubstaffhubstaff:10309855045
14:5015:0018.00Positionhubstaffhubstaff:10309965785
15:0015:1015.33Positionhubstaffhubstaff:10310036402
15:1015:2023.00Positionhubstaffhubstaff:10310140453
15:2015:300.33Positionhubstaffhubstaff:10310243430
15:3015:4022.50Positionhubstaffhubstaff:10310294155
15:4015:506.00Positionhubstaffhubstaff:10310411076
15:5016:0010.17Positionhubstaffhubstaff:10310462764
16:0016:1045.67Positionhubstaffhubstaff:10310541279
16:1016:119.23Positionhubstaffhubstaff:10310687014
17:0917:10100.00Positionhubstaffhubstaff:10310998826
17:1017:1360.31Positionhubstaffhubstaff:10311029695

63 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.

Position33.1h210 rows
Thunder Marketing's Project18.2h116 rows
webmail0.1h2 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 · 5

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

PRTitleOpenedMerged+/−ReviewsFirst CI
#30
POSITION_INTELLIGENCE
Add retention sweep apply and incident z-score fields
feature/squadB-aziz-day4-retention-apply
2026-09-282026-09-28+503 −810success
#28
POSITION_INTELLIGENCE
feat(squadb): stamp retention clock on promote so sweep can age trusted rows
feature/squadB-aziz-day4-retention-stamp
2026-09-282026-09-28+1,025 −240success
#21
POSITION_INTELLIGENCE
feat(squadb): Day 3 news path (near-dup to story to incident)
feature/squadB-aziz-day3-newspath
2026-09-262026-09-26+2,199 −540success
#17
POSITION_INTELLIGENCE
Day 2: all-history baselines and dark Gate F
feature/squadB-aziz-baseline-gatef
2026-09-252026-09-25+2,237 −480success
#16
POSITION_INTELLIGENCE
feat(squadb): trust gates, provenance, volume rollup, and CI hardening
feature/squadB-aziz-trust-gates-provenance-volume
2026-09-252026-09-25+1,896 −680success

Commits · 51 counted, 0 excluded

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

SHARepoMessageWhen+/−Counted
4222f03POSITION_INTELLIGENCEdocs(squadb): record retention dry-run readiness evidence2026-09-29+237 −0counted
3875a72POSITION_INTELLIGENCEfeat(squadb): report retention backfill dry-run impact without writing2026-09-28+397 −37counted
f12fbf5POSITION_INTELLIGENCEmerge: integrate Squad B akash remaining plan2026-09-28+1,208 −29counted
1c093a9POSITION_INTELLIGENCEfeat(squadb): add retention sweep apply and incident z-score fields2026-09-28+503 −81counted
209fb10POSITION_INTELLIGENCEfix(datalayer): hop overdue rows hidden behind not-due actives2026-09-28+97 −3counted
dddadb1POSITION_INTELLIGENCEdocs(squadb): record D4b-1 retention apply and dry-run counts2026-09-28+46 −42counted
34e06cePOSITION_INTELLIGENCEfeat(collector): schedule hourly retention sweep on collector beat2026-09-28+29 −4counted
058a565POSITION_INTELLIGENCEfeat(datalayer): apply one-hop retention sweep behind flag2026-09-28+311 −33counted
851ac88POSITION_INTELLIGENCEfeat(api): return entity_id and velocity_z_score on incidents2026-09-28+21 −0counted
81cd042POSITION_INTELLIGENCEfeat(squadb): stamp retention clock on promote so sweep can age trust…2026-09-28+1,025 −24counted
e4d77b2POSITION_INTELLIGENCEdocs(squadb): record Day 4 retention stamp on the active branch2026-09-28+63 −23counted
a5d151cPOSITION_INTELLIGENCEfeat(datalayer): index retention_status+archive_after for sweep2026-09-28+37 −1counted
125f9d7POSITION_INTELLIGENCEfeat(datalayer): backfill O10 clock from collected_at never now2026-09-28+281 −0counted
5965d02POSITION_INTELLIGENCEfeat(collector): stamp O10 clock on mongo incident detection upsert2026-09-28+142 −0counted
3afbb21POSITION_INTELLIGENCEfeat(intelligence): stamp O10 retention clock on incident persist2026-09-28+41 −1counted
51e6effPOSITION_INTELLIGENCEfeat(collector): stamp O10 retention clock on new documents2026-09-28+68 −1counted
4f7aeafPOSITION_INTELLIGENCEfeat(datalayer): stamp O10 retention clock on Gate B promote2026-09-28+39 −2counted
fde70a3POSITION_INTELLIGENCEfeat(datalayer): add stamp_retention_fields merge helper for O10 clock2026-09-28+86 −0counted
eb253d1POSITION_INTELLIGENCEfeat(datalayer): preview O10 due rows without mutating collections2026-09-28+275 −5counted
826b2e0POSITION_INTELLIGENCEchore(squadb): ignore Day 4 plan folder and index the branch2026-09-28+2 −0counted
29afa0fPOSITION_INTELLIGENCEdocs(squadb): add Day 4 Alpha/Beta leftover closeout plan2026-09-28+87 −60counted
a9970dbPOSITION_INTELLIGENCEci: run pytest workflow on pushes to feature/squadB2026-09-28+3 −1counted
fb2e155POSITION_INTELLIGENCEdocs(squadb): append Day 3 Alpha/Beta leftover vs calendar2026-09-26+45 −1counted
98f645ePOSITION_INTELLIGENCEdocs(squadb): append remaining work after Day 3 news path2026-09-26+30 −1counted
0cd6c25POSITION_INTELLIGENCEdocs(squadb): record Day 3 news path as landed on feature/squadB2026-09-26+310 −228counted
6d500ffPOSITION_INTELLIGENCEMerge PR #21: Squad B Day 3 news path2026-09-26+2,199 −54counted
d17c9d2POSITION_INTELLIGENCEfeat(squadb): complete Day 3 news path end-to-end2026-09-26+2,199 −54counted
6afb468POSITION_INTELLIGENCEdocs(squadb): record Day 2 Alpha as landed and correct stale status2026-09-25+231 −163counted
c7e76a0POSITION_INTELLIGENCEMerge PR #17: Day 2 Alpha baselines and Gate F2026-09-25+2,237 −48counted
1c08090POSITION_INTELLIGENCEfix(squadb): close Day 2 baseline and incident wiring gaps2026-09-25+186 −4counted
c0ff59dPOSITION_INTELLIGENCEfeat(datalayer): fold all-history baselines and keep Gate F dark2026-09-25+2,053 −46counted
a4ebe6fPOSITION_INTELLIGENCEMerge branch 'feature/squadB-aziz-trust-gates-provenance-volume' into…2026-09-25+81 −50counted
2c60727POSITION_INTELLIGENCEdocs(squadb): record Day 1 completion, completeness follow-up, and ev…2026-09-25+81 −50counted
a7be4dfPOSITION_INTELLIGENCEMerge PR #16: Squad B Day 1 trust gates, provenance, volume rollup, CI2026-09-25+1,896 −68counted
c64e73ePOSITION_INTELLIGENCEfix(ci): isolate agent API tests from live Mongo on clean runners.2026-09-25+5 −2counted
934f0bcPOSITION_INTELLIGENCEfix(ci): add numpy and scipy to requirements for full pytest collection.2026-09-25+2 −0counted
9e91bf2POSITION_INTELLIGENCEfix(squadb): close Day 1 remediation gaps and harden release gate.2026-09-25+318 −24counted
90801fdPOSITION_INTELLIGENCEDay 1 Track Alpha: enforce Gate B on both stores and make volume coun…2026-09-25+1,543 −47counted
6701785POSITION_INTELLIGENCEMerge branch 'feature/squadB' into feature/squadB-aziz-trust-gates-pr…2026-09-25+1,745 −16counted
4af954fPOSITION_INTELLIGENCEMerge branch 'feature/squadB' into feature/squadB-aziz-trust-gates-pr…2026-09-25+4,042 −0counted
63bfecePOSITION_INTELLIGENCEMerge branch 'main' into feature/squadB-aziz-trust-gates-provenance-v…2026-09-25+35 −2counted
115e46dPOSITION_INTELLIGENCEdocs(squadb): drop duplicate scraper evidence docx2026-09-25+0 −0counted
ffb4352POSITION_INTELLIGENCEdocs(squadb): add remaining Squad B reference briefs and schema maps2026-09-25+4,042 −0counted
fed769bPOSITION_INTELLIGENCEdocs(squadb): keep Squad B briefs and scraper evidence under .squadb/2026-09-25+0 −0counted
a3e5aa3POSITION_INTELLIGENCEdocs(squadb): track SoT/ARCH/phases/OSS briefs on feature/squadB for …2026-09-24+2,852 −17counted
38e7590POSITION_INTELLIGENCEfeat(squadb): add feature/squadB memory bank and agent context layers2026-09-24+561 −5counted
6297306HyerPathEnrichmentRequire full HyrePath frontend and observability UIs on Day-1.2026-09-23+101 −32counted
bc849fbHyerPathEnrichmentBlock real env files from git and document the host-only secret rule.2026-09-23+69 −8counted
1f0bf21HyerPathEnrichmentExpand EC2 deploy plan with soft-env policy and full env inventory.2026-09-23+422 −164counted
d867c9eHyerPathEnrichmentAdd EC2 live preview deployment plan (scripts not implemented).2026-09-23+350 −0counted
f05bee2HyerPathEnrichmentApply Figma premium 3-color design system across the frontend.2026-09-23+2,113 −1,301counted

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Corrections on record · 0

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