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chore: final touches - #1770

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mikasenghaas merged 28 commits into
feat/nano-as-v1from
chore/v1-final-touches
Jun 19, 2026
Merged

chore: final touches#1770
mikasenghaas merged 28 commits into
feat/nano-as-v1from
chore/v1-final-touches

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@mikasenghaas mikasenghaas commented Jun 19, 2026

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Summary

Final-touches pass over the v1 docs, plus a small scoring feature, CI changes, and cleanup.

Docs (verifiers/v1/GUIDE.md, README.md)

  • Major GUIDE pass: livelier scoring examples (enthusiasm metric, brevity length-penalty group reward); restructured the trace-reading reference into grouped tables and fixed it against the real Trace (dropped the nonexistent trace.messages, added usage/has_response/id); a dedicated Persisted info section contrasted with Per-rollout state; split the harness "Writing one" section into subsections; reframed in-runtime scoring around when to use the runtime object; "host" instead of "eval process".
  • Reference-examples table completed and corrected (added general-agent-v1, swebench-verified-v1, tau2-bench-v1; fixed the tau2 description; merged the own-host/own-sandbox placement rows).
  • Surfaced the NEEDS_CONTAINER taskset capability flag; noted a Toolset wraps an MCP server; documented the self-launching __main__ server pattern; listed the mini-swe-agent / kimi-code built-in harnesses; harness example configures via CLI args (not OPENAI_* env vars) and drops max_steps.

Scoring feature

  • @vf.reward may now return float | dict[str, float] (a family of named contributions, each scaled by weight), mirroring @vf.metric. Existing float rewards are unaffected.

Harness configs

  • Harness configs no longer pin id (the caller supplies it), mirroring tasksets; updated the base HarnessConfig docstring and the init scaffold.

CI

  • Restored publish-tasksets.yml / publish-harnesses.yml (dropped on the v1 branch). v1 versions packages statically in pyproject.toml, so the version-detection reads [project].version from pyproject. Bumped both packages 0.1.0 → 0.2.0 (the branch had reset them below what's on PyPI — tasksets 0.1.5, harnesses 0.1.2).
  • publish-envs.yml: excluded the v1 envs (the *_v1 packages + the compact harness) from the auto env-publish for now; classic v0 envs still publish.
  • Renderer client docs (docs/training.md, docs/faqs.md): dropped the (experimental) flag.

Cleanup

  • Removed the internal bench/ scripts and the transient COMPARE.md.
  • Pyproject tidy: dropped the redundant [tool.ruff] line-length = 88 (88 is ruff's default) and stale dependency comments.
  • Added a [tool.uv.sources] entry for the reverse-text v0 env (for the eval --id reverse-text legacy-bridge example).

Breaking

  • Harness capability flag SUPPORTS_TASK_TOOLSSUPPORTS_MCP. Renamed on the base Harness and every built-in/bundled harness, the Environment check, and the error message. Any external harness setting SUPPORTS_TASK_TOOLS must rename it to SUPPORTS_MCP.

Note

Medium Risk
The SUPPORTS_TASK_TOOLSSUPPORTS_MCP rename breaks external harness subclasses; PyPI publish workflows on main can release packages when versions change.

Overview
This pass tightens v1 docs and release plumbing, extends scoring, and makes a breaking harness rename.

@vf.reward dict returns — Rewards can return dict[str, float] like @vf.metric; each entry is weighted and merged into trace.reward via Taskset.score.

Harness APISUPPORTS_TASK_TOOLS is renamed to SUPPORTS_MCP everywhere (base Harness, built-ins, Environment load check). Harness config subclasses no longer pin id (caller supplies --harness.id); the init scaffold matches.

CI / publishing — New publish-harnesses.yml and publish-tasksets.yml auto-tag from pyproject.toml version on main, build with uv, and publish to PyPI (harnesses / tasksets bumped to 0.2.0). publish-envs.yml now skips *_v1 dirs and compact so only classic v0 envs hub-publish.

Docs — Large verifiers/v1/GUIDE.md refresh (trace tables, persisted info vs state, harness authoring, examples). renderer client is no longer labeled experimental in docs/training.md / docs/faqs.md. Minor README legacy-bridge flag tweak.

Cleanup — Removes internal bench/ scripts and COMPARE.md. Adds reverse-text to [tool.uv.sources] for the v0 bridge example; drops redundant ruff line-length and stale pyproject comments.

Reviewed by Cursor Bugbot for commit 2f977db. Bugbot is set up for automated code reviews on this repo. Configure here.

Note

Add PyPI publish workflows for harnesses and tasksets packages and rename SUPPORTS_TASK_TOOLS to SUPPORTS_MCP

  • Adds CI workflows for the harnesses and tasksets packages that auto-tag on pushes to main, build with uv, and publish to PyPI via pypa/gh-action-pypi-publish. Both packages are bumped to 0.2.0.
  • Renames the harness capability flag SUPPORTS_TASK_TOOLS to SUPPORTS_MCP across the base class, all harness implementations, environment code, and documentation.
  • Filters the publish-envs workflow matrix to exclude *_v1 and compact environments, limiting it to classic v0 environments.
  • Removes the bench/ directory and COMPARE.md, removes the (experimental) qualifier from renderer client type in docs, and adds reverse-text as an editable uv source.

Macroscope summarized 2f977db.

mikasenghaas and others added 25 commits June 19, 2026 21:12
- harness configs no longer pin `id`; the caller supplies it
  (--harness.id / toml / a taskset's bundled harness), mirroring tasksets.
  Update the base HarnessConfig docstring and the `init` scaffold to match.
- refine the v1 user guide (GUIDE.md, README.md)
- register the reverse-text v0 env as an editable dep for the
  `eval --id reverse-text` legacy-bridge example

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
trace.num_turns is recorded by the framework; show a custom signal instead.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Keep the config code block focused on the config class.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Build typed task instances from the rows instead of stopping at the dataset load.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
A reward can now report a family of named contributions, like @Metric already
can; each entry is recorded under its own key and scaled by the function's
weight before being summed into trace.reward. This aligns the reward/metric
return contracts — the only remaining (and intended) differences are that
rewards are summed and carry a weight. Documented in the v1 guide.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Use an enthusiasm metric and a brevity (length-penalty) group reward instead
of stubs, and reword "Notes that bite if missed" to "Good to know".

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Group the trace members by area and fix the table: drop the nonexistent
trace.messages (use trace.branches[-1].messages), add usage / has_response /
id, and note trace.nodes. Reframe in-runtime scoring around when to use the
runtime object (host-unsafe/heavy computation, or runtime-only information).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
… process"

The trace-reading table now lists only what a reward reads; reward/rewards/
metrics are called out as outputs you shouldn't read mid-scoring. Rename that
group to "Carried state" (info/state). Use "host" instead of "eval process".

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
validate isn't part of the setup -> harness -> finalize -> scoring rollout
loop (it's run only by `uv run validate`, documented in the CLI reference).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Lift the trace.info paragraph into a "Persisted info" section beside
"Per-rollout state", with a table contrasting the two per-rollout stores
(persisted vs transient). Cross-link both ways.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@vf.tool methods are served as MCP tools the harness connects to.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Each tool/user server is its own self-launching module under servers/.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
…t row

Both are the same placement (a per-rollout runtime); subprocess on the host by
default, a docker/prime sandbox when runtime.type is set.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
general-agent-v1 (per-task dynamic tools), tau2-bench-v1 (tools + user sim +
bundled harness), and swebench-verified-v1 (SWE-bench on prebuilt images) were
the only *_v1 envs absent from the example table.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Frame authoring a harness as "when you need rollout logic the built-ins can't
express" rather than "you rarely need this", and add the mini-swe-agent and
kimi-code built-ins to the table.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Mention it in the taskset authoring intro alongside the generic params.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
…RTS_MCP

Rename the flag on the base Harness and every harness that sets it (built-ins +
tau2/compact env harnesses), the Environment check, and align the user-facing
error message and the README/GUIDE docs.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Pass endpoint/secret/model as CLI args (as the built-in default harness does)
instead of OPENAI_* env vars, which have footguns; note why. Drop the max_steps
knob (turn limits are framework-enforced, not a harness concern) and the id pin
(harness configs don't pin id), leaving a placeholder config.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Break the wall of bold-lead paragraphs into ### subsections (contract, launch,
resolve_prompt, program styles, harness metrics), matching the taskset docs'
##/### structure.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
tau2's taskset defines no vf.User/vf.Toolset; it bundles its own harness that
runs the whole tau2 simulation in a subprocess and stores the result in
trace.info. It's the bundled-harness example, not a tools+user-sim one.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
These are work-in-progress benchmarking scripts and a transient #1559-vs-#1576
comparison doc — not part of the public v1 surface.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Bring back publish-tasksets.yml / publish-harnesses.yml (dropped on the v1
branch). v1 versions packages statically in pyproject.toml rather than via
__init__.py __version__, so the version-detection reads [project].version from
pyproject. Bump both packages 0.1.0 -> 0.2.0: the v1 branch had reset them to
0.1.0, below what's already on PyPI (tasksets 0.1.5, harnesses 0.1.2), so a
progression is required to publish.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
The renderer client is no longer marked experimental; keep the substantive
caveat (per-model renderers cover a subset of models).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Comment thread .github/workflows/publish-tasksets.yml Outdated
mikasenghaas and others added 3 commits June 19, 2026 21:49
- drop the v0 reverse-text entry from the examples group
- drop stale comments in [dependency-groups]/[tool.uv.sources]
- drop the redundant [tool.ruff] line-length = 88 (88 is ruff's default)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
publish-envs.yml matrixes over environments/*; skip the *_v1 packages and the
compact harness example — the v1 envs aren't ready for the Environments Hub yet.
Classic v0 envs still publish.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
The version is read from [project].version in pyproject.toml; the mismatch
error still pointed at the old __init__.py source.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@mikasenghaas
mikasenghaas marked this pull request as ready for review June 19, 2026 21:57
@mikasenghaas
mikasenghaas merged commit 2c5e004 into feat/nano-as-v1 Jun 19, 2026
5 checks passed
Comment on lines +12 to +14
- main
tags:
- "harnesses-v*"

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🟢 Low workflows/publish-harnesses.yml:12

The push event includes a tags filter for harnesses-v* (lines 13-14), so when auto-tag-on-main pushes a new tag (line 65), the tag push triggers a second workflow run. That second run executes build-tagpublish-tag and attempts to upload the same version to PyPI again, which fails with a 409 Conflict because PyPI rejects duplicate uploads. Consider removing the tags filter from the push event so tag pushes do not start a redundant run.

      - main
-    tags:
-      - "harnesses-v*"
🚀 Reply "fix it for me" or copy this AI Prompt for your agent:
In file @.github/workflows/publish-harnesses.yml around lines 12-14:

The `push` event includes a `tags` filter for `harnesses-v*` (lines 13-14), so when `auto-tag-on-main` pushes a new tag (line 65), the tag push triggers a second workflow run. That second run executes `build-tag` → `publish-tag` and attempts to upload the same version to PyPI again, which fails with a 409 Conflict because PyPI rejects duplicate uploads. Consider removing the `tags` filter from the `push` event so tag pushes do not start a redundant run.

mikasenghaas added a commit that referenced this pull request Jun 19, 2026
The merged #1770 bumped tasksets/harnesses to 0.2.0 and dropped reverse-text
from the examples group but didn't update uv.lock; sync it.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

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Cursor Bugbot has reviewed your changes and found 1 potential issue.

Fix All in Cursor

❌ Bugbot Autofix is OFF. To automatically fix reported issues with cloud agents, enable autofix in the Cursor dashboard.

Reviewed by Cursor Bugbot for commit 2f977db. Configure here.

path: dist/

- name: Publish to PyPI
uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0

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Duplicate PyPI publish on release

Medium Severity

When auto-tag-on-main creates and pushes a release tag, the same workflow run publishes to PyPI via publish-from-auto-tag, and the tag push starts a second run whose publish-tag job uploads the same version again. PyPI typically rejects the duplicate, so the tag-triggered workflow fails after a successful release.

Additional Locations (2)
Fix in Cursor Fix in Web

Triggered by project rule: BugBot Instructions

Reviewed by Cursor Bugbot for commit 2f977db. Configure here.

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macroscopeapp Bot commented Jun 19, 2026

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Approvability

Verdict: Needs human review

This PR introduces new PyPI publishing workflows with unresolved review comments identifying a bug that will cause duplicate publish failures. New deployment infrastructure combined with an unfixed issue in that infrastructure warrants human attention.

You can customize Macroscope's approvability policy. Learn more.

pull Bot pushed a commit to Stars1233/verifiers that referenced this pull request Jun 23, 2026
* chore: final touches

- harness configs no longer pin `id`; the caller supplies it
  (--harness.id / toml / a taskset's bundled harness), mirroring tasksets.
  Update the base HarnessConfig docstring and the `init` scaffold to match.
- refine the v1 user guide (GUIDE.md, README.md)
- register the reverse-text v0 env as an editable dep for the
  `eval --id reverse-text` legacy-bridge example

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: don't use auto-tracked num_turns as the @vf.metric example

trace.num_turns is recorded by the framework; show a custom signal instead.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: move the load_tasks example into the Loading tasks section

Keep the config code block focused on the config class.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: show full GSM8KTask construction in the load_tasks example

Build typed task instances from the rows instead of stopping at the dataset load.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat: allow @reward to return dict[str, float]

A reward can now report a family of named contributions, like @Metric already
can; each entry is recorded under its own key and scaled by the function's
weight before being summed into trace.reward. This aligns the reward/metric
return contracts — the only remaining (and intended) differences are that
rewards are summed and carry a weight. Documented in the v1 guide.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: drop the score/score_group override note

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: livelier scoring examples + reframe the notes heading

Use an enthusiasm metric and a brevity (length-penalty) group reward instead
of stubs, and reword "Notes that bite if missed" to "Good to know".

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: restructure the trace-reading table and reframe in-runtime scoring

Group the trace members by area and fix the table: drop the nonexistent
trace.messages (use trace.branches[-1].messages), add usage / has_response /
id, and note trace.nodes. Reframe in-runtime scoring around when to use the
runtime object (host-unsafe/heavy computation, or runtime-only information).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: separate scoring outputs from read inputs; say "host" not "eval process"

The trace-reading table now lists only what a reward reads; reward/rewards/
metrics are called out as outputs you shouldn't read mid-scoring. Rename that
group to "Carried state" (info/state). Use "host" instead of "eval process".

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: drop validate from the lifecycle-hooks table

validate isn't part of the setup -> harness -> finalize -> scoring rollout
loop (it's run only by `uv run validate`, documented in the CLI reference).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: give info its own section, contrasted with state

Lift the trace.info paragraph into a "Persisted info" section beside
"Per-rollout state", with a table contrasting the two per-rollout stores
(persisted vs transient). Cross-link both ways.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: note that a Toolset wraps an MCP server

@vf.tool methods are served as MCP tools the harness connects to.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: show the self-launching __main__ line in the tool/user examples

Each tool/user server is its own self-launching module under servers/.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: merge own-host/own-sandbox into a single "own runtime" placement row

Both are the same placement (a per-rollout runtime); subprocess on the host by
default, a docker/prime sandbox when runtime.type is set.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: add the missing reference examples

general-agent-v1 (per-task dynamic tools), tau2-bench-v1 (tools + user sim +
bundled harness), and swebench-verified-v1 (SWE-bench on prebuilt images) were
the only *_v1 envs absent from the example table.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: reframe the custom-harness intro and list mini-swe-agent/kimi-code

Frame authoring a harness as "when you need rollout logic the built-ins can't
express" rather than "you rarely need this", and add the mini-swe-agent and
kimi-code built-ins to the table.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: surface the NEEDS_CONTAINER taskset capability flag

Mention it in the taskset authoring intro alongside the generic params.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor: rename harness capability flag SUPPORTS_TASK_TOOLS -> SUPPORTS_MCP

Rename the flag on the base Harness and every harness that sets it (built-ins +
tau2/compact env harnesses), the Environment check, and align the user-facing
error message and the README/GUIDE docs.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: harness example configures via CLI args, drops max_steps

Pass endpoint/secret/model as CLI args (as the built-in default harness does)
instead of OPENAI_* env vars, which have footguns; note why. Drop the max_steps
knob (turn limits are framework-enforced, not a harness concern) and the id pin
(harness configs don't pin id), leaving a placeholder config.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: split the harness "Writing one" section into subsections

Break the wall of bold-lead paragraphs into ### subsections (contract, launch,
resolve_prompt, program styles, harness metrics), matching the taskset docs'
##/### structure.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: correct the tau2-bench-v1 example description

tau2's taskset defines no vf.User/vf.Toolset; it bundles its own harness that
runs the whole tau2 simulation in a subprocess and stores the result in
trace.info. It's the bundled-harness example, not a tools+user-sim one.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore: drop internal bench/ scripts and COMPARE.md from v1

These are work-in-progress benchmarking scripts and a transient PrimeIntellect-ai#1559-vs-PrimeIntellect-ai#1576
comparison doc — not part of the public v1 surface.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci: restore taskset/harness PyPI publish workflows; bump to 0.2.0

Bring back publish-tasksets.yml / publish-harnesses.yml (dropped on the v1
branch). v1 versions packages statically in pyproject.toml rather than via
__init__.py __version__, so the version-detection reads [project].version from
pyproject. Bump both packages 0.1.0 -> 0.2.0: the v1 branch had reset them to
0.1.0, below what's already on PyPI (tasksets 0.1.5, harnesses 0.1.2), so a
progression is required to publish.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs: drop the experimental flag from the renderer client

The renderer client is no longer marked experimental; keep the substantive
caveat (per-model renderers cover a subset of models).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore: drop stale v1-runtime dependency comment

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore: tidy verifiers pyproject

- drop the v0 reverse-text entry from the examples group
- drop stale comments in [dependency-groups]/[tool.uv.sources]
- drop the redundant [tool.ruff] line-length = 88 (88 is ruff's default)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci: exclude v1 envs from the auto env-publish for now

publish-envs.yml matrixes over environments/*; skip the *_v1 packages and the
compact harness example — the v1 envs aren't ready for the Environments Hub yet.
Classic v0 envs still publish.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci: fix version-mismatch message to reference pyproject, not __init__.py

The version is read from [project].version in pyproject.toml; the mismatch
error still pointed at the old __init__.py source.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
pull Bot pushed a commit to Stars1233/verifiers that referenced this pull request Jun 23, 2026
The merged PrimeIntellect-ai#1770 bumped tasksets/harnesses to 0.2.0 and dropped reverse-text
from the examples group but didn't update uv.lock; sync it.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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