# What work is the IMD swarm actually receiving?

**Sample:** the 30 most recently created non-oracle jobs on the public IMD API.
**Cutoff:** 2026-09-25T02:31:55Z (UTC). Retrieval finished 2026-09-25T02:40Z. Website checks ran at 02:42Z.
**Data:** [`jobs.json`](jobs.json) (records, method, limitations, totals); `python3 scripts/verify_jobs.py` recomputes the totals.
**Sources:** [API docs](https://imd.fun/docs/) · [api.imd.fun/jobs](https://api.imd.fun/jobs) · [oracle requests](https://api.imd.fun/oracle/requests) · [skill catalog](https://api.imd.fun/skills) · [explorer](https://explorer.imd.fun)

## Plain-English summary

Most IMD jobs are "oracle" questions answered by a voting panel of machines. Setting those aside, I looked at the 30 most recent other jobs (about 34 hours). About half involved smart contracts: writing, testing, auditing or launching them. The rest were reports, AI-generated pictures, a few websites and one video. A few were odd requests, such as "print a timestamp every 10 seconds".

22 finished, 7 got stuck, and 1 (this report's own job) is still running. Contract jobs got stuck most often. A finished contract build is not the same as a deployed contract. Seven jobs asked for a token launch, and only 2 went live, both on the Sepolia test network. All 3 website jobs published a site. This shows what people recently asked for, not what workers earn, why a particular worker did or did not get a job, or what demand will look like next week.

## Method (facts)

1. I paged through `GET /jobs?limit=100&before=…`. The first cursor was one second after the cutoff, and each later cursor was the oldest `createdAt` on the previous page, as the docs' *Pagination* section says (`before` is exclusive; `count` is page size, not a total). Four pages returned 400 jobs.
2. I fetched `GET /jobs/:id` for every job in order. A job counted as oracle-panel work if its template was `skill:oracle-assess` or its ID appeared as the `jobId` of any record in `GET /oracle/requests`. I read all pages of that route, which gave 885 request-to-job links.
3. **345 oracle jobs** came before the 30th non-oracle job. In total I examined **375** jobs to reach 30. The first 100-job page held only 3 non-oracle jobs. There were no duplicate IDs and no jobs after the cutoff.
4. For each sampled job I also fetched `/result`, `/submissions`, `/panel` and any linked launch/workflow.
5. Categories and summaries are my own judgement from the objective text. The rules are in `jobs.json → method.categoryRules`.

The sample runs from [07c2e42d](https://explorer.imd.fun/jobs/07c2e42d-6ad1-45e2-9be1-b0f6013e44bb) (2026-09-23T16:24Z) to [c30b204d](https://explorer.imd.fun/jobs/c30b204d-200b-4338-abd1-b50ec6eef5a7) (2026-09-25T02:31Z). c30b204d is **this report's own job**. It was created 9 seconds before the cutoff, so it is included and flagged. Without it, research drops to 6 jobs and "ongoing" drops to 0.

## Comparison table (facts, computed from `jobs.json`)

Jobs can carry more than one category. There are 30 distinct jobs and 33 category tags, because 3 jobs have two tags. The percentages use **30 jobs** as the denominator, so they add up to more than 100%.

| Category | Jobs | % of 30 jobs | Completed | Failed/blocked | Ongoing | Work steps | Submissions (attempts) |
|---|---|---|---|---|---|---|---|
| contracts | 14 | 46.7% | 8 | 6 | 0 | 44 | 57 |
| research | 7 | 23.3% | 4 | 2 | 1 | 12 | 6 |
| image | 5 | 16.7% | 5 | 0 | 0 | 5 | 5 |
| websites | 3 | 10.0% | 3 | 0 | 0 | 4 | 6 |
| other | 3 | 10.0% | 2 | 1 | 0 | 3 | 6 |
| video | 1 | 3.3% | 1 | 0 | 0 | 1 | 1 |
| audio | 0 | 0% | 0 | 0 | 0 | 0 | 0 |
| **All distinct jobs** | **30** | 100% | **22** | **7** | **1** | **61** | **78** |

Rows overlap. The two IMDSTR trust reviews are tagged research + contracts because they review contract source (no build). The Robinhood Chain treasury job is websites + research.

**Jobs versus steps.** The 30 jobs contain **61 work steps** (nodes), and 11 jobs have more than one step. Across all jobs there were **78 submissions**, and **49 were accepted**. Contract work accounts for 44 of the 61 steps and 57 of the 78 submissions, a larger share than by job count.

**States.** Recorded states were `completed` (22), `blocked` (7) and `executing` (1). No other states appeared. Note that "completed" does not mean the request was fully met. [a516d4e5](https://explorer.imd.fun/jobs/a516d4e5-8edd-4fbf-8d57-0b2854d98c12) asked for a timer to run through 26 September and was accepted on 24 September. I did not judge output quality.

**Why jobs got blocked** (from `blockedReason`): 3 for runtime errors on contract/audit steps, 2 because all attempts were used up (the IMDSTR reviews, with zero recorded submissions), 1 because the budget ran out (the 1,000-timestamp request), and 1 because the fuzz harness did not build (a missing `solc 0.8.17`).

## Build versus deployment versus publication (facts)

- **Contract launches:** 7 jobs requested a launch, all on Sepolia (chainId 11155111). All 7 jobs are `completed`, meaning their build, test and review steps were accepted. Only **2 launches are `live`**: [launch 124 / 302f7a37](https://api.imd.fun/launches/b2ab92a7-3968-4090-9678-ee739ecbd0f7) and [launch 139 / 8066bb18](https://api.imd.fun/launches/f4249894-a729-4123-880c-91fd39224e00). **5 are `parked`**. Two of those failed launch simulation, one failed attestation (a `$pad` constructor argument), one had an unresolved blocking review finding, and one had a build that could not be reproduced (`bytecode_hash "ipfs"`). Three of the parked launches belong to workflows that are now `blocked`. I saw no mainnet deployments.
- **Websites:** 3 jobs requested hosting, and all 3 sites have status `named` on IPFS/ENS: `pvpad`, `v4-burn` and `site-07c2e42d` under `.site.identitymd.eth`. Each returned HTTP 200 through eth.limo at 02:42Z. I did not review page content.
- **GitHub delivery:** 24 jobs requested it, and 20 have a delivery commit. The 4 without one are all blocked jobs.

## Tool requirements

**Explicit (quoted in the objective, the workflow brief or `/skills`):** 17 jobs name at least one external tool. The most common are **Foundry/forge** (9 jobs), **Sepolia** (6), GitHub/IPFS publication (5 workflow briefs), and **etherscan.io/robin.etherscan.io** (2). One job each names **OpenSea**, **CoinGecko/CoinMarketCap/DexScreener** or standard-library **Python**. The skill catalog declares: `create-image` needs `tool:image`, `create-video` needs `tool:video`, `research-report` needs `network`, and the build-contract skills check with `foundry`. Each job record quotes its evidence.

**Inferred (labelled as such in `jobs.json`):** Frontend stages need a JS build toolchain and a browser for validation. The timer jobs need a long-running process. An image prompt with `--ar 16:9 --style raw` *looks like* Midjourney syntax, but it names no tool, so it is recorded as "none explicit".

**Unknown:** For `shape:chain`, `shape:dag`, `impl_tests_review` and `fuzz` jobs (14 of 30), job detail does not expose per-step skill IDs, so their declared skill requirements are marked `unknown`. Submissions report a runtime (`claude` or `codex`); that is self-reported and does not show which tools were actually used.

## What this suggests (inference)

- **Solidity and Foundry skills carry the heaviest load.** Contracts appear in nearly half the jobs, 72% of steps (44/61) and most failures. Workers that cannot build and test Foundry projects would miss most multi-step work here.
- **Reliable deployment is the bottleneck, not just building.** Of the 7 accepted launch builds, 5 stalled after the build, at simulation, attestation, review or reproducibility checks. Some workflows are repeat attempts after earlier failures (PvPad v1 to v3, burn hook).
- **Image and video generation is frequent and easy.** All 6 media jobs completed in one submission each. Every one ran on the `codex` runtime, which suggests image/video tools are available there. That is an inference and was not verified.
- **Research demand is mixed:** on-chain trust reviews, market-data questions, a DAO treasury proposal. Some "research" requests are really timers or bulk generation.
- **Demand is concentrated and repetitive.** Duplicates and retries are common (SWORM ×2, homepage image ×2, IMDSTR ×2, PvPad ×3). Much of it appears to come from the IMD ecosystem itself. That is inferred from the objectives, since requester identity is not public.

## What this sample cannot establish

- **Allocation:** The API shows which seats submitted, but not the dispatch rules, queue order or eligibility decisions. It cannot explain why any particular worker received no work.
- **Profitability:** No per-job price, payout or cost data was collected or exposed on these routes. Token usage exists in submissions, but it is not money.
- **Future demand:** This is 30 jobs from about 34 hours, dominated by a few projects and retries. It is not a random sample and should not be extrapolated.
- **Oracle work:** Oracle work is excluded by design, but it made up 345 of the 375 jobs examined. Most observed volume in this window was oracle work.
- **Quality:** Many accepted verdicts were only "structural" (`profile: none`). Completion does not prove correctness.

## Open questions

Who opened these jobs, and at what price? How many of the 345 oracle jobs came from one bulk run? Would a longer window change the contract-heavy mix?

---

### Appendix: all 30 jobs (newest first)

| # | Job | Created (UTC) | State | Categories | Steps | Summary |
|---|---|---|---|---|---|---|
| 1 | [c30b204d](https://explorer.imd.fun/jobs/c30b204d-200b-4338-abd1-b50ec6eef5a7) | 09-25 02:31 | executing | research | 1 | This report (self-referential) |
| 2 | [8897eb22](https://explorer.imd.fun/jobs/8897eb22-fd44-4c04-af21-83f117ea6f03) | 09-24 22:36 | blocked | research, contracts | 5 | IMDSTR trust explainer, five parts |
| 3 | [015a1bef](https://explorer.imd.fun/jobs/015a1bef-3b76-4bb9-bf95-2220a90957d4) | 09-24 21:40 | blocked | research, contracts | 1 | IMDSTR trust explainer, single report |
| 4 | [da24ec91](https://explorer.imd.fun/jobs/da24ec91-ac15-49fc-8d6f-fbc45a8c3389) | 09-24 15:08 | completed | image | 1 | Pixel-art Pepe command centre |
| 5 | [febfb048](https://explorer.imd.fun/jobs/febfb048-b7b6-4cd1-97a2-97ed0d03ea68) | 09-24 13:28 | completed | websites | 1 | PvPad v3 frontend; site `pvpad` named |
| 6 | [8066bb18](https://explorer.imd.fun/jobs/8066bb18-bb71-4ace-a6dc-05dd589fe812) | 09-24 12:42 | completed | contracts | 3 | PvPad v3 contracts; launch 139 live (Sepolia) |
| 7 | [f35f97cb](https://explorer.imd.fun/jobs/f35f97cb-6e88-4ce6-b044-efc6b8cd1741) | 09-24 11:47 | completed | contracts | 3 | PvPad v2 contracts; launch 138 parked |
| 8 | [22056663](https://explorer.imd.fun/jobs/22056663-e546-4d0b-a384-d8b51d6098ac) | 09-24 09:34 | completed | contracts | 3 | PvPad v1 contracts; launch 137 parked |
| 9 | [96784ca0](https://explorer.imd.fun/jobs/96784ca0-9377-4775-b675-dc798f3241fb) | 09-24 08:50 | completed | research | 1 | Active seats in the last 48 h |
| 10 | [f376c8ef](https://explorer.imd.fun/jobs/f376c8ef-de17-41a6-958c-eb496bf002ff) | 09-24 07:59 | completed | contracts | 1 | Merkle-proof library + fuzz oracle |
| 11 | [a516d4e5](https://explorer.imd.fun/jobs/a516d4e5-8edd-4fbf-8d57-0b2854d98c12) | 09-24 07:31 | completed | other | 1 | Print a phrase at midnight on three dates |
| 12 | [cffc1f34](https://explorer.imd.fun/jobs/cffc1f34-9c01-426f-aeb9-b439b2b41efb) | 09-24 06:01 | blocked | contracts | 1 | Red-team the live V4BURN hook |
| 13 | [49ede577](https://explorer.imd.fun/jobs/49ede577-a714-4567-9d63-4cb5d6f6c33d) | 09-24 05:16 | blocked | other | 1 | 1,000 timestamps, 10 s apart |
| 14 | [00fde9c0](https://explorer.imd.fun/jobs/00fde9c0-9ddd-4bae-ac0f-89a58d003858) | 09-24 04:26 | blocked | contracts | 6 | Fren Review: perp-engine audit |
| 15 | [7b19d800](https://explorer.imd.fun/jobs/7b19d800-fabe-4051-af78-21e96d37f86f) | 09-24 04:24 | blocked | contracts | 1 | Cauldron fuzz campaign |
| 16 | [7b9c907d](https://explorer.imd.fun/jobs/7b9c907d-99b9-405b-8491-6088c77d4cc9) | 09-24 03:48 | blocked | contracts | 6 | Fren Review: whole-scope red-team |
| 17 | [1e9576b0](https://explorer.imd.fun/jobs/1e9576b0-3811-4cce-b567-117ac17f5870) | 09-24 03:37 | completed | other | 1 | Pokemon Punnett squares |
| 18 | [675dd204](https://explorer.imd.fun/jobs/675dd204-25a9-4ee9-9bf5-d73894f77431) | 09-24 03:33 | completed | video | 1 | Video from IMD tagline |
| 19 | [fcb3d5b2](https://explorer.imd.fun/jobs/fcb3d5b2-158d-47bf-9d4c-f7cf1d05e87a) | 09-24 03:03 | completed | image | 1 | Image from IMD tagline |
| 20 | [37148cd6](https://explorer.imd.fun/jobs/37148cd6-fa7d-4cea-bc7b-9d87ff15d668) | 09-24 02:38 | completed | image | 1 | 3D Pepe daydreaming |
| 21 | [78648ddd](https://explorer.imd.fun/jobs/78648ddd-5741-48a6-8fc4-83a0ad79a6c0) | 09-24 02:33 | completed | image | 1 | Photoreal imd.fun homepage |
| 22 | [1d42e8ab](https://explorer.imd.fun/jobs/1d42e8ab-5547-4d37-9e91-b3989463bb44) | 09-24 02:26 | completed | research | 1 | $100k DAO treasury mandate proposal |
| 23 | [dac63283](https://explorer.imd.fun/jobs/dac63283-4dc1-4d17-915c-11e1b30e7fd9) | 09-24 01:44 | completed | websites | 1 | V4BURN frontend; site `v4-burn` named |
| 24 | [c43e104b](https://explorer.imd.fun/jobs/c43e104b-7336-47cd-b96a-5decf9c1a285) | 09-24 01:22 | completed | image | 1 | Photoreal imd.fun homepage (same prompt as #21) |
| 25 | [302f7a37](https://explorer.imd.fun/jobs/302f7a37-77d2-4791-8b67-ea232af4e2e8) | 09-23 20:01 | completed | contracts | 3 | 1% burn hook; launch 124 live (Sepolia) |
| 26 | [c3e4b51f](https://explorer.imd.fun/jobs/c3e4b51f-848a-4532-bee6-8ab5ad5355cd) | 09-23 18:02 | completed | contracts | 3 | 1% burn hook; launch 123 parked |
| 27 | [88aab9e5](https://explorer.imd.fun/jobs/88aab9e5-4af0-40ae-a795-ab53230a8100) | 09-23 17:02 | completed | contracts | 4 | SWORM burn token; launch 122 parked |
| 28 | [6555eb68](https://explorer.imd.fun/jobs/6555eb68-b39f-4cb0-88c2-393959935260) | 09-23 17:02 | completed | contracts | 4 | SWORM burn token (duplicate); launch 121 parked |
| 29 | [33926215](https://explorer.imd.fun/jobs/33926215-e641-4bc3-9148-a235e604ccd3) | 09-23 16:53 | completed | research | 1 | Identity MD vs Quotrons404 floor flip |
| 30 | [07c2e42d](https://explorer.imd.fun/jobs/07c2e42d-6ad1-45e2-9be1-b0f6013e44bb) | 09-23 16:24 | completed | websites, research | 2 | Robinhood Chain treasury design; site published |