The rules behind the feed

Ideas with
a visible method.

Documented needs and real examples become small experiments you could try. Every idea needs sources, a clear operational loop and a separate check before it earns a place in the feed.

Generated from the current repository records · 30 Oct 2026, 12:22 Vilnius

Five questions, one score

What the score means

Every criterion is scored from 1 to 10, with a short reason tied to source evidence. A separate checker must support each score. Limited evidence calls for a modest rating.

Current demand-first proposals begin with a documented chore or requested paid work. The proposed AI workflow is a design to test, not a claim that an AI product or paying AI customer already exists. A vague job title is insufficient. Evidence 4–6 means a fresh primary notice specifies the task but leaves context incomplete; 7–8 requires detail and corroboration; 9–10 requires unusually strong, independently corroborated support. Proposed inputs and tools are labelled design choices. Older product examples retain their original working-product evidence basis.

The job-notice adapter retains up to three literal, privacy-screened task excerpts within a 1,200-character summary. Concrete task sentences and task bullets, including inflected Swedish actions, get priority over general role descriptions; recruitment requirements do not displace them. Only a fixed set of software names is allowed alongside the existing privacy exclusions. That priority only chooses what to research; it gives no score or approval. Up to eight already-fetched building references are chosen for task overlap and source-host variety; implementation references never establish customer demand. A completed notice rests for 24 hours while its sanitized evidence text is unchanged. Newly fetched, changed task evidence may be assessed again; a previously published notice remains excluded. Missing demand evidence stops writer preparation before a model call.

Current publication threshold 6/10

The overall score is the weighted mean: multiply each score by its weight, add the results, then divide by the total weight. The unrounded result decides eligibility; the website rounds only for display.

Current weights from RULES.md
CriterionWhat it asksWeight
Ease to startHow readily a beginner can start a small version with accessible tools.120% of the total
Profit potentialA buyer and business hypothesis, supported by evidence of a problem. It never promises earnings.120% of the total
FeasibilityWhether a student could build a useful small version in four weeks, with obstacles stated.120% of the total
AutonomyHow much of the specific repeatable loop runs by itself, and where humans still need to act.120% of the total
EvidenceHow specifically fresh sources establish the real chore and need. The proposed AI service remains a hypothesis; older product examples use demonstrated-product evidence.120% of the total

Current weights are applied to older checked ratings for display; those ratings retain their original evidence rubric, so cross-version scores are not like-for-like measurements. Publication decisions keep the policy used at the time; a LinkedIn pick keeps its selected score. A high score is an assessment, not proof of demand or future profit.

Demand before tools

How each search learns

Every new candidate starts from a public paid job, tender, request, complaint or purchased manual service from a nontechnical customer. A fresh independent checker must connect its repeated chore to the proposed small experiment. Job vacancies and tenders show paid work; they do not prove that the proposed AI service has users or sales. AI and developer feeds can supply building evidence, never customer proof.

The nine customer segments and admitted demand sources each start with a Beta 1/1 prior. Each hourly run uses reproducible Thompson sampling to choose a segment and demand feeds. A feed whose latest validated scan is less than two hours old can rest if all its notices have unchanged evidence in the completed-assessment cooldown, or its only unassessed notices have no explicit task-verb evidence. The parser and task counter must match their current versions; generic role or skills excerpts do not count. Unknown metadata and stale scans remain eligible for exploration. Its scan hash and retry time are recorded; it is retried within two hours. This availability check changes no rewards. A complete independent pass, genuine demand and fourteen-day novelty earn one success; a completed refusal earns zero. Incomplete verification remains unknown and changes no reward. Earlier tool-first candidates receive no invented demand success.

A verified good or bad mark from Danielius carries twenty times an ordinary outcome. The mark file must be bound to a verified human GitHub commit, outside model artifact paths. At most one AI/software idea fits the ten-post window, and six of any segment fit the twenty-post window. Fixed capacities apply while fewer posts exist; percentages for a small sample are not claimed.

From example to experiment

How an idea earns its place

  1. 01

    Research public evidence

    Read public feeds and product pages as evidence. Keep source links and report unavailable sources. A listing is a lead; it does not establish users, revenue or a working business.

  2. 02

    Pick a concrete loop

    Compare candidates and previously published ideas to avoid repeats. Assess all five criteria, and explain the real input, repeated actions, output and human limits of the proposed small version.

  3. 03

    Write for a beginner

    Explain what it is, who might pay, the loop, source evidence and uncertainty. Give three first-day steps. Separate the real example from a proposed experiment, and label the buyer as a hypothesis.

  4. 04

    Check independently

    A fresh checker uses newly fetched source text. At least three factual claims and all five score ceilings need exact supporting quotes. The check binds the draft, evidence and policy; a deterministic gate repeats integrity, availability, score and duplicate checks.

  5. 05

    Publish, repair or reject

    Only an independently approved idea at or above the threshold is published. A rejected draft can be repaired once and checked afresh; otherwise its rejection and reason stay in the record.

  6. 06

    Measure and test changes

    Measure results where a connected counter supplies them. Missing views, saves or LinkedIn metrics remain unavailable. Test a proposed rule change before adopting it.

The rhythm

A slot is a chance to publish

Website publicationOne publication slot every hour at :07Europe/Vilnius · daily cap 24
Public researchFresh research is planned every hourAt :23 · Europe/Vilnius

The hosted GitHub clock runs cheap gates after a 15-minute wait. A gate calls the model only when work is due. GitHub cron is a backup. Planned times are targets: queueing and checks can delay a run, and the machine page shows the actual times.

Missed slots of the current Vilnius day can catch up within the cap, without publishing an idea or a slot twice. A complete check with no eligible idea records an honest no-post result. A retrieval or checking failure stays a failure; it is never presented as a publication. Unverified runs raise an operational alert after their records are saved; an independently completed refusal remains a successful no-post run.

A smaller selection

What goes to LinkedIn, and why

At 12:17 and 18:17 Vilnius, the deterministic selector considers ideas published in the preceding 24 hours. It picks the highest independently checked weighted score of at least 6/10, with a maximum of 2 picks per Vilnius day.

A post is picked once, and only if it was published after the selection feed was activated. There is no backfill. If nothing qualifies, the empty decision is recorded. The pick keeps its original post link, publication time, card and frozen selected scores. The 24-hour window covers evening ideas at the next noon selection. Earlier receipts retain their original minimum and eligibility window.

Website → RSS → Zapier → LinkedIn Page

The switch to best.xml is confirmed. Hourly website posts are separate from the selected LinkedIn feed.

The first LinkedIn publication was confirmed at 11 Oct 2026, 11:55 Vilnius. Selection and relay submission do not by themselves prove that a LinkedIn post appeared.

Latest selection: No eligible checked post met the selection rules. 29 Oct 2026, 18:34 Vilnius.

An earlier switch report was corrected: the Zap still read feed.xml when hourly mode started. No hourly website post was published during that mismatch; Claude reported no hourly LinkedIn post. Current relay confirmation is recorded separately.

No durable LinkedIn picks are recorded yet.

The input

Where the ideas come from

The live registry records which sources are active, on probation or retired. Yield rankings use measured, independently checked outcomes; exploration gives newer sources a chance.

Candidates are distinct ideas considered or proposed in recorded drafts, matched to their original frozen source items. Considering an idea does not verify it: checked counts, scores, passed checks and publications require separate independent evidence.

Measured yield starts at registry activation. Earlier source attribution remains unavailable.

Measured registry totals start 11 Oct 2026, 16:03 Vilnius. A measured zero means no outcome since that start; it does not turn unknown historical outcomes into zero.

Legacy scans
7
Legacy model runs
133
Legacy posts
5
Legacy LinkedIn picks
0
Unmapped candidates
0
Unmapped considered ideas
39
Invalid considered entries
0
Entries beyond the counting limit
0

How sources earn their place

At most 40 active and probation sources; up to 3 new candidate sources per day. A new source is admitted only after a hosted public-HTTPS, robots and readable RSS, JSON or HTML check. It must need no login or paid API, and starts on probation. The initial vetted seed migration is recorded separately from daily discovery.

Each scan samples at most 20 sources. 5 reserved slots (25%) give probation and under-sampled sources a fair chance, with older samples considered first. The remaining slots use independently checked yield, smoothed so a tiny sample cannot dominate.

Daily review: Daily promotion and retirement review; later hosted research scans may use its unused three-probe discovery budget · Europe/Vilnius. Repeated domains in high-scoring evidence and proposed public feeds are leads for new candidates; they do not bypass admission checks. Each registry transition is recorded in its own commit with its reason.

Promotion
At least 7 days old, 6 successful scans, 10 independently checked candidates, 3 passed checks and 1 published idea. The average checked score must reach 6/10.
Poor-yield retirement
At least 7 days old, 10 successful scans and 10 independently checked candidates, with a pass rate below 10%. Separately, 10 consecutive access failures can retire a source, with the access reason recorded. A new source is not retired for poor yield before those sample requirements are met.

Latest recorded source review: 30 Oct 2026, 00:36 Vilnius.

  1. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    392
    Candidates
    1
    Passed checks
    1
    Average supported checked score
    6
    Published
    1
    LinkedIn picks
    0

    Leaderboard position 1 · Yield rank value 0.518 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    392
    Successful fetches
    392
    Distinct items
    1
    Independently checked candidates
    1
    Verified score samples
    1

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · html.

  2. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,600
    Candidates
    6
    Passed checks
    1
    Average supported checked score
    6
    Published
    1
    LinkedIn picks
    0

    Leaderboard position 2 · Yield rank value 0.462 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Narrow public launch search for support inboxes and bounded customer-service tools; title selection supplies leads, never proof of customers or autonomy.

    Added through discovery.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    380
    Successful fetches
    380
    Distinct items
    20
    Independently checked candidates
    1
    Verified score samples
    1

    Recorded robots decision: allowed · 11 Oct 2026, 20:29 Vilnius.

    Added 11 Oct 2026, 20:29 Vilnius · hn.

  3. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Unavailable · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    6
    Candidates
    0
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 3 · Yield rank value 0.3 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Rotating untried public demand feed; a real guarded quota-counted probe is required before admission.

    Added through discovery.

    The guarded readable demand feed has no eligible current nontechnical task records.

    Fetch attempts
    9
    Successful fetches
    9
    Distinct items
    6
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 12:19 Vilnius.

    Added 19 Oct 2026, 12:19 Vilnius · wordpress-request-demand.

  4. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Unavailable · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    6
    Candidates
    0
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 4 · Yield rank value 0.3 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    The guarded readable demand feed has no eligible current nontechnical task records.

    Fetch attempts
    578
    Successful fetches
    578
    Distinct items
    1
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · wordpress-discussion.

  5. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Unavailable · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    4
    Candidates
    0
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 5 · Yield rank value 0.3 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Rotating untried public demand feed; a real guarded quota-counted probe is required before admission.

    Added through discovery.

    The guarded readable demand feed has no eligible current nontechnical task records.

    Fetch attempts
    9
    Successful fetches
    9
    Distinct items
    4
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 12:19 Vilnius.

    Added 19 Oct 2026, 12:19 Vilnius · wordpress-request-demand.

  6. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    900
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 6 · Yield rank value 0.283 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples. · reserved exploration sample for the next scan.

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    578
    Successful fetches
    577
    Distinct items
    2
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · discourse-discussion.

  7. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,820
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 7 · Yield rank value 0.283 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    392
    Successful fetches
    391
    Distinct items
    40
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · hf-spaces.

  8. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    392
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 8 · Yield rank value 0.283 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    392
    Successful fetches
    392
    Distinct items
    1
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · html.

  9. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    67
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 9 · Yield rank value 0.283 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples. · reserved exploration sample for the next scan.

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    578
    Successful fetches
    577
    Distinct items
    1
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · discourse-discussion.

  10. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,840
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 10 · Yield rank value 0.283 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    392
    Successful fetches
    392
    Distinct items
    83
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · rss.

  11. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    392
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 11 · Yield rank value 0.283 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    392
    Successful fetches
    392
    Distinct items
    1
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · html.

  12. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    392
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 12 · Yield rank value 0.283 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    392
    Successful fetches
    392
    Distinct items
    1
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · html.

  13. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,380
    Candidates
    2
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 13 · Yield rank value 0.271 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Public invoice extraction, validation and viewing demos as bounded workflow leads; listing alone proves no runtime, buyers, revenue or autonomy.

    Added through discovery.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    370
    Successful fetches
    369
    Distinct items
    25
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 12 Oct 2026, 00:32 Vilnius.

    Added 12 Oct 2026, 00:32 Vilnius · hf-spaces.

  14. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,760
    Candidates
    6
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 14 · Yield rank value 0.245 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    388
    Successful fetches
    388
    Distinct items
    39
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · rss.

  15. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,760
    Candidates
    6
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 15 · Yield rank value 0.245 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    388
    Successful fetches
    388
    Distinct items
    22
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · rss.

  16. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,760
    Candidates
    7
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 16 · Yield rank value 0.242 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    388
    Successful fetches
    388
    Distinct items
    27
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · rss.

  17. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    7,320
    Candidates
    8
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 17 · Yield rank value 0.238 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Narrow public launch search for document extraction and processing products; their capabilities require separate primary evidence.

    Added through discovery.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    366
    Successful fetches
    366
    Distinct items
    25
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 12 Oct 2026, 00:32 Vilnius.

    Added 12 Oct 2026, 00:32 Vilnius · hn.

  18. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Unavailable · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    40
    Candidates
    8
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 18 · Yield rank value 0.238 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    The guarded readable demand feed has no eligible current nontechnical task records.

    Fetch attempts
    10
    Successful fetches
    10
    Distinct items
    20
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 11:42 Vilnius.

    Added 19 Oct 2026, 11:42 Vilnius · woocommerce-demand.

  19. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    5,700
    Candidates
    8
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 19 · Yield rank value 0.238 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    388
    Successful fetches
    285
    Distinct items
    22
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · hn-launches.

  20. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:19 Vilnius

    Items fetched
    3,750
    Candidates
    9
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 20 · Yield rank value 0.236 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Public server-rendered invoice-processing workflow examples; each detail page must be independently fetched, and actual demand remains a hypothesis.

    Added through discovery.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    376
    Successful fetches
    375
    Distinct items
    10
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 20:29 Vilnius.

    Added 11 Oct 2026, 20:29 Vilnius · n8n-workflows.

  21. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 03:38 Vilnius

    Items fetched
    2,175
    Candidates
    11
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 21 · Yield rank value 0.231 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    208
    Successful fetches
    208
    Distinct items
    37
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · github-trending.

  22. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    1,695
    Candidates
    13
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 22 · Yield rank value 0.228 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples. · reserved exploration sample for the next scan.

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    578
    Successful fetches
    557
    Distinct items
    40
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · discourse-discussion.

  23. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    3,098
    Candidates
    13
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 23 · Yield rank value 0.228 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    578
    Successful fetches
    578
    Distinct items
    19
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · discourse-discussion.

  24. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 11:21 Vilnius

    Items fetched
    3,660
    Candidates
    13
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 24 · Yield rank value 0.228 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    183
    Successful fetches
    183
    Distinct items
    236
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · hn.

  25. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    1,694
    Candidates
    14
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 25 · Yield rank value 0.226 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    578
    Successful fetches
    578
    Distinct items
    44
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · hn-discussion.

  26. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 11:21 Vilnius

    Items fetched
    3,660
    Candidates
    15
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 26 · Yield rank value 0.225 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    183
    Successful fetches
    183
    Distinct items
    165
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · betalist.

  27. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 11:38 Vilnius

    Items fetched
    3,660
    Candidates
    28
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 27 · Yield rank value 0.215 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    183
    Successful fetches
    183
    Distinct items
    55
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · hn.

  28. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    3,086
    Candidates
    40
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 28 · Yield rank value 0.211 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples. · reserved exploration sample for the next scan.

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    578
    Successful fetches
    575
    Distinct items
    72
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · discourse-discussion.

  29. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:19 Vilnius

    Items fetched
    1,860
    Candidates
    7
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 29 · Yield rank value 0.208 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples..

    Source record

    Public server-rendered workflow cards with exact template URLs and descriptions; user-contributed documentation supplies leads, never proof of deployed businesses or revenue.

    Added through discovery.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    189
    Successful fetches
    186
    Distinct items
    11
    Independently checked candidates
    1
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 20:29 Vilnius.

    Added 11 Oct 2026, 20:29 Vilnius · n8n-workflows.

  30. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 30 Oct 2026, 10:50 Vilnius

    Items fetched
    2,684
    Candidates
    59
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0

    Leaderboard position 30 · Yield rank value 0.208 · Verified check pass rate, publication and LinkedIn yield, supported mean score; smoothed for small samples. · reserved exploration sample for the next scan.

    Source record

    Guarded hosted seed validation admitted a readable public source on probation.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    578
    Successful fetches
    578
    Distinct items
    317
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 16:39 Vilnius.

    Added 19 Oct 2026, 16:39 Vilnius · hn-discussion.

  31. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    110
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    10
    Successful fetches
    10
    Distinct items
    11
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 11:42 Vilnius.

    Added 19 Oct 2026, 11:42 Vilnius · ted-service-demand.

  32. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    176
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    10
    Successful fetches
    10
    Distinct items
    20
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 11:42 Vilnius.

    Added 19 Oct 2026, 11:42 Vilnius · wwr-demand.

  33. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    192
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    10
    Successful fetches
    10
    Distinct items
    20
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 11:42 Vilnius.

    Added 19 Oct 2026, 11:42 Vilnius · wwr-demand.

  34. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:35 Vilnius

    Items fetched
    140
    Candidates
    1
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    10
    Successful fetches
    10
    Distinct items
    14
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 19 Oct 2026, 11:42 Vilnius.

    Added 19 Oct 2026, 11:42 Vilnius · wwr-demand.

  35. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Fetch failed · 15 Oct 2026, 00:35 Vilnius

    Items fetched
    128
    Candidates
    3
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Retired after ten consecutive guarded public-access failures.

    Added through seed.

    No current paid nontechnical demand items passed the privacy-safe adapter.

    Fetch attempts
    71
    Successful fetches
    52
    Distinct items
    3
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 12 Oct 2026, 14:44 Vilnius.

    Added 12 Oct 2026, 14:44 Vilnius · uk-tenders-demand.

  36. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Fetch failed · 15 Oct 2026, 00:35 Vilnius

    Items fetched
    262
    Candidates
    8
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Retired after ten consecutive guarded public-access failures.

    Added through seed.

    No current paid nontechnical demand items passed the privacy-safe adapter.

    Fetch attempts
    64
    Successful fetches
    54
    Distinct items
    8
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 12 Oct 2026, 14:44 Vilnius.

    Added 12 Oct 2026, 14:44 Vilnius · uk-contracts-demand.

  37. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:19 Vilnius

    Items fetched
    3,780
    Candidates
    10
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    189
    Successful fetches
    189
    Distinct items
    28
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 12 Oct 2026, 14:44 Vilnius.

    Added 12 Oct 2026, 14:44 Vilnius · jobtech-demand.

  38. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Fetch failed · 19 Oct 2026, 11:38 Vilnius

    Items fetched
    3,440
    Candidates
    13
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Retired after ten consecutive guarded public-access failures.

    Added through seed.

    Source parser found no readable public item records.

    Fetch attempts
    192
    Successful fetches
    172
    Distinct items
    255
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 11 Oct 2026, 16:03 Vilnius.

    Added 11 Oct 2026, 16:03 Vilnius · yc-directory.

  39. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:19 Vilnius

    Items fetched
    2,733
    Candidates
    14
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    186
    Successful fetches
    186
    Distinct items
    21
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 12 Oct 2026, 14:44 Vilnius.

    Added 12 Oct 2026, 14:44 Vilnius · jobtech-demand.

  40. Historical attribution unknown · totals below start with this registry.

    Latest reported availability: Available · 19 Oct 2026, 16:19 Vilnius

    Items fetched
    3,606
    Candidates
    26
    Passed checks
    0
    Average supported checked score
    Unavailable
    Published
    0
    LinkedIn picks
    0
    Source record

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

    Added through seed.

    Public HTTPS, robots access and bounded item parser passed.

    Fetch attempts
    187
    Successful fetches
    187
    Distinct items
    37
    Independently checked candidates
    0
    Verified score samples
    0

    Recorded robots decision: allowed · 12 Oct 2026, 14:44 Vilnius.

    Added 12 Oct 2026, 14:44 Vilnius · jobtech-demand.

Recent source changes

  • YC · AI company directoryprobation → retired · 20 Oct 2026, 00:34 Vilnius

    Retired after ten consecutive guarded public-access failures.

  • We Work Remotely · finance and administration requestsprobation → retired · 19 Oct 2026, 16:39 Vilnius

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

  • Hacker News · Show HN discussionsNew → probation · 19 Oct 2026, 16:39 Vilnius

    Guarded hosted seed validation admitted a readable public source on probation.

  • JobSearch · paid administration rolesprobation → retired · 19 Oct 2026, 16:39 Vilnius

    Dan changed new research to public business discussions only; job advertisements and tenders are retired while all historical evidence is preserved.

  • WordPress · public requests and feedbackNew → probation · 19 Oct 2026, 16:39 Vilnius

    Guarded hosted seed validation admitted a readable public source on probation.

  • Activepieces · public discussionsNew → probation · 19 Oct 2026, 16:39 Vilnius

    Guarded hosted seed validation admitted a readable public source on probation.

Excluded or not admitted

X is excluded: its API requires authenticated access and usage credits. X authentication, X API pricing. A blocked source is recorded, never replaced with an invented result.

Test before changing

How the rules improve

At 22:13 Vilnius, the improver can propose one writing or picking rule change, or a bounded change to the five scoring weights and threshold. A fresh grader compares current and proposed rules on unpublished held-out candidates, without knowing which version is which.

A proposal is adopted only if it scores higher without factual, safety or score-calibration regressions. Checking, exclusions, secret isolation, duplicate protection and the publication cap stay protected. Rejected proposals remain in the public record; RULES.md changes only on acceptance.

1 accepted automatic rule change is recorded. Source evolution is described separately above, according to its current registry state.

  • Require one source-grounded observable outcome for the proposed first-day experiment, without invented numeric targets.Adopted · 29 Oct 2026, 22:39 Vilnius

    The aggregate shows 34 drafted posts and 7 published posts, but no quality breakdown links that gap to a cause. Site and social metrics are unavailable, so there is no measured engagement evidence; the observed volume supports testing whether a concrete outcome makes proposed experiments easier to assess, not claiming a lift.

    Held-out trial: current 18.7; proposed 19.7.

  • Add an illustrative input-to-output example and explicit human review point for the proposed service loop.Rejected · 28 Oct 2026, 22:37 Vilnius

    Held-out trial 16e451629bc5c9c6a4972186 lacked two valid drafts. Proposal did not score strictly higher than the baseline.

    Held-out trial: current 18.7; proposed 18.3.

  • Add a concise source-to-first-step link in the evidence section, labeling unspecified methods as design choices.Rejected · 27 Oct 2026, 22:32 Vilnius

    Current rules must remain verbatim; only the declared paragraph may be appended.

  • Require source-supported input and bounded output details before feasibility scores above 6.Rejected · 26 Oct 2026, 22:29 Vilnius

    Current rules must remain verbatim; only the declared paragraph may be appended.

  • Require an evidence-linked input, observable output and accessible first-day test before scoring feasibility.Rejected · 25 Oct 2026, 22:18 Vilnius

    Current rules must remain verbatim; only the declared paragraph may be appended.

Protected throughout the loop

What the system never does

  • Invent numbers, users, revenue, demand or guaranteed earnings.
  • Use paid APIs or login-only source material.
  • Treat web text as instructions or execute source-supplied code.
  • Publish gambling, adult content, scams, illegal activity or spam tactics.
  • Expose credentials in posts, records or public Git history.
  • Call a relay submission a confirmed LinkedIn publication.