Driftproof

Skills.sh snapshot 2026-10-17: text tasks

What did Report 015 find?

All results 40 test records Clearly helped 24 Clearly hurt 6 Too few answers to tell 10 Skills.sh snapshot 2026-10-17: text tasks by Driftproof; Haiku 5.5 judge; eval account checked before/after runs, not during.

Sonnet 5.5 20 test records Clearly helped 12 Clearly hurt 4 Too few answers to tell 4

Opus 5.5 20 test records Clearly helped 12 Clearly hurt 2 Too few answers to tell 6

Examples: first by skill name, then model order, within each verdict state; add the first receipt for any answering model not yet shown. Selection within each group is outcome-blind, with no ranking by score or effect size.

  • Three text-only tasks: Clearly helped.

    Read test record

    Why this result?

    At least one task improved, with no task showing a clear drop.

    The skill clearly helped: 0.954 with it and 0.828 without, on 3 test tasks.

    dashboard: higher scores with the skill. Compare task scores

    Task score bands: dashboard (separated-up): with skill 0.95 plus or minus 0.05; without skill 0.7 plus or minus 0.

    A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

    0.954 with the skill and 0.828 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

    Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

    The eval account's configuration was read and found clean before and after each run, not during it.

    This tests the router's written response; it does not test the delegated skill.

  • Three text-only tasks: Too few answers to tell.

    Read test record

    Why this result?

    The answers varied too much to settle the result.

    Too few answers to tell: 0.875 with the skill and 0.876 without, but the scores varied too much to call it.

    Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case web: the two arms' spreads sum to 0.094, at or above the 0.05 floor).

    web, desktop, dashboard: too few answers to settle the result. Compare task scores

    Task score bands: web (underpowered): with skill 0.966667 plus or minus 0.028868; without skill 0.94 plus or minus 0.065192; desktop (underpowered): with skill 0.733333 plus or minus 0.028868; without skill 0.861111 plus or minus 0.134112; dashboard (underpowered): with skill 0.925 plus or minus 0.086603; without skill 0.826667 plus or minus 0.040415.

    A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

    Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case web: the two arms' spreads sum to 0.094, at or above the 0.05 floor).

    Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

    The eval account's configuration was read and found clean before and after each run, not during it.

    This tests the router's written response; it does not test the delegated skill.

  • Three text-only tasks: Clearly hurt.

    Read test record

    Why this result?

    At least one task got worse. That takes priority over the overall average.

    The skill clearly hurt: 0.853 with it and 0.944 without, on 3 test tasks.

    search: lower scores with the skill. Compare task scores

    Task score bands: search (separated-down): with skill 0.75 plus or minus 0; without skill 0.95 plus or minus 0.05.

    A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

    0.853 with the skill and 0.944 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

    Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

    The eval account's configuration was read and found clean before and after each run, not during it.

    This tests the router's written response; it does not test the delegated skill.

  • On , Claude Sonnet 5.5 with the agent-browser skill was tested on three test tasks: it does not show how the skill does on other tasks, or with another grader.

Report 015. Recorded on 18 Oct 2026.

Capability-gap report. Two tiers on one provider surface; each receipt compares skill versus no skill within its answering model.

Skills.sh snapshot 2026-10-17: text tasks by Driftproof; Haiku 5.5 judge; eval account checked before/after runs, not during.

All results 40 test records Clearly helped 24 Clearly hurt 6 Too few answers to tell 10 Skills.sh snapshot 2026-10-17: text tasks by Driftproof; Haiku 5.5 judge; eval account checked before/after runs, not during.

Sonnet 5.5 20 test records Clearly helped 12 Clearly hurt 4 Too few answers to tell 4

Opus 5.5 20 test records Clearly helped 12 Clearly hurt 2 Too few answers to tell 6

Examples: first by skill name, then model order, within each verdict state; add the first receipt for any answering model not yet shown. Selection within each group is outcome-blind, with no ranking by score or effect size.

For the Skills.sh snapshot 2026-10-17: text tasks by Driftproof; Haiku 5.5 judge; eval account checked before/after runs, not during: Sonnet 5.5 12 helped, 4 hurt, 4 too few answers; Opus 5.5 12 helped, 2 hurt, 6 too few answers.

How we test a skill

A skill gives an AI extra instructions. We ask: do those instructions improve its written answers?

  1. The task Same question. Same AI.

    Driftproof writes tasks from the skill description.

    Give the AI a task
  2. The comparison Change the instructions
    With the skill Written answer
    Without the skill Written answer

    Repeat both ways to see how much answers vary.

  3. The result Judge each task
    Haiku 5.5 scores the answers

    A clear drop on any task takes priority. Otherwise, a better task can mean the skill helped. When answers vary too much, we cannot settle the result.

These tests cover written answers, not installation, tool use or how useful a skill is in general.

Method

The frozen Skills.sh all-time install snapshot selects the plain list, with the recorded tie rule and exclusions. Popularity is reported installs, not quality or unique people. Each pinned skill has three committed text tasks written by Driftproof from its own description and README. Suites were fixed before these runs.

Both model sets use Haiku 5.5 as judge.

The eval account's configuration was read and found clean before and after each run, not during it.

Each task has with-skill and baseline arms. The sampler starts at 3 generation draws and can extend to 10; each measured draw has 5 judge samples. It stops under the recorded spread and stability rule. Every retained judge output is parsed again before publication, and scores and aggregates must match the sealed receipt.

Each result is the reader's per-task reading, not a reading of the overall mean difference. A separated-down task takes precedence over a separated-up task. The table keeps each reader explanation and named task bands together. A point band may reflect the judge's score grid.

This table departs from the usual value-per-token layout: it reports independent receipt verdicts, with no new value ratio, cross-skill scale or model-versus-model causal claim. No deterministic post-checks were defined for these suites.

The complete comparison

20 skills, tested both ways

Both model sets use Haiku 5.5 as judge.

About these tests and their limits

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Most installed first, as recorded by Skills.sh. Each result compares answers with the skill to answers without it. Each result covers 3 text-only tasks.
SkillSonnet 5.5 answering modelOpus 5.5 answering model
1
find-skills vercel-labs/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly hurt.

Read test record

Why this result?

At least one task got worse. That takes priority over the overall average.

The skill clearly hurt: 0.853 with it and 0.944 without, on 3 test tasks.

search: lower scores with the skill. Compare task scores

Task score bands: search (separated-down): with skill 0.75 plus or minus 0; without skill 0.95 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.853 with the skill and 0.944 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • search: separated-down. With skill 0.75 plus or minus 0; without skill 0.95 plus or minus 0.05.
  • missing: underpowered. With skill 0.86 plus or minus 0.065192; without skill 0.883333 plus or minus 0.116905.
  • scope: underpowered. With skill 0.95 plus or minus 0.070711; without skill 1 plus or minus 0.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly hurt.

Read test record

Why this result?

At least one task got worse. That takes priority over the overall average.

The skill clearly hurt: 0.889 with it and 0.891 without, on 3 test tasks.

search: lower scores with the skill. Compare task scores

Task score bands: search (separated-down): with skill 0.75 plus or minus 0.05; without skill 0.92 plus or minus 0.057009.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.889 with the skill and 0.891 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • search: separated-down. With skill 0.75 plus or minus 0.05; without skill 0.92 plus or minus 0.057009.
  • missing: separated-up. With skill 0.95 plus or minus 0.05; without skill 0.77 plus or minus 0.115109.
  • scope: underpowered. With skill 0.966667 plus or minus 0.028868; without skill 0.983333 plus or minus 0.028868.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts
2
grill-me mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.719 with the skill and 0.774 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case plan: the two arms' spreads sum to 0.222, at or above the 0.05 floor).

plan, constraint, followup: too few answers to settle the result. Compare task scores

Task score bands: plan (underpowered): with skill 0.825 plus or minus 0.093541; without skill 0.785714 plus or minus 0.128174; constraint (underpowered): with skill 0.425 plus or minus 0.095743; without skill 0.625 plus or minus 0.112916; followup (underpowered): with skill 0.907143 plus or minus 0.120515; without skill 0.9125 plus or minus 0.075.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case plan: the two arms' spreads sum to 0.222, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • plan: underpowered. With skill 0.825 plus or minus 0.093541; without skill 0.785714 plus or minus 0.128174.
  • constraint: underpowered. With skill 0.425 plus or minus 0.095743; without skill 0.625 plus or minus 0.112916.
  • followup: underpowered. With skill 0.907143 plus or minus 0.120515; without skill 0.9125 plus or minus 0.075.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.744 with the skill and 0.752 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case plan: the two arms' spreads sum to 0.165, at or above the 0.05 floor).

plan, constraint, followup: too few answers to settle the result. Compare task scores

Task score bands: plan (underpowered): with skill 0.758333 plus or minus 0.106849; without skill 0.7 plus or minus 0.057735; constraint (underpowered): with skill 0.65 plus or minus 0; without skill 0.68 plus or minus 0.097468; followup (underpowered): with skill 0.825 plus or minus 0.05; without skill 0.875 plus or minus 0.086603.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case plan: the two arms' spreads sum to 0.165, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • plan: underpowered. With skill 0.758333 plus or minus 0.106849; without skill 0.7 plus or minus 0.057735.
  • constraint: underpowered. With skill 0.65 plus or minus 0; without skill 0.68 plus or minus 0.097468.
  • followup: underpowered. With skill 0.825 plus or minus 0.05; without skill 0.875 plus or minus 0.086603.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
3
grill-with-docs mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly hurt.

Read test record

Why this result?

At least one task got worse. That takes priority over the overall average.

The skill clearly hurt: 0.917 with it and 0.979 without, on 3 test tasks.

decision: lower scores with the skill. Compare task scores

Task score bands: decision (separated-down): with skill 0.75 plus or minus 0.061237; without skill 0.975 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.917 with the skill and 0.979 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • decision: separated-down. With skill 0.75 plus or minus 0.061237; without skill 0.975 plus or minus 0.05.
  • adr: not-separated. With skill 1 plus or minus 0; without skill 1 plus or minus 0.
  • revision: underpowered. With skill 1 plus or minus 0; without skill 0.9625 plus or minus 0.047871.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.953 with the skill and 0.968 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case decision: the two arms' spreads sum to 0.166, at or above the 0.05 floor).

decision, revision: too few answers to settle the result. Compare task scores

Task score bands: decision (underpowered): with skill 0.86 plus or minus 0.082158; without skill 0.93 plus or minus 0.083666; revision (underpowered): with skill 1 plus or minus 0; without skill 0.975 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case decision: the two arms' spreads sum to 0.166, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • decision: underpowered. With skill 0.86 plus or minus 0.082158; without skill 0.93 plus or minus 0.083666.
  • adr: not-separated. With skill 1 plus or minus 0; without skill 1 plus or minus 0.
  • revision: underpowered. With skill 1 plus or minus 0; without skill 0.975 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
4
agent-browser vercel-labs/agent-browser

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.954 with it and 0.828 without, on 3 test tasks.

dashboard: higher scores with the skill. Compare task scores

Task score bands: dashboard (separated-up): with skill 0.95 plus or minus 0.05; without skill 0.7 plus or minus 0.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.954 with the skill and 0.828 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • web: underpowered. With skill 0.983333 plus or minus 0.028868; without skill 0.975 plus or minus 0.05.
  • desktop: underpowered. With skill 0.928571 plus or minus 0.095119; without skill 0.81 plus or minus 0.108397.
  • dashboard: separated-up. With skill 0.95 plus or minus 0.05; without skill 0.7 plus or minus 0.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.875 with the skill and 0.876 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case web: the two arms' spreads sum to 0.094, at or above the 0.05 floor).

web, desktop, dashboard: too few answers to settle the result. Compare task scores

Task score bands: web (underpowered): with skill 0.966667 plus or minus 0.028868; without skill 0.94 plus or minus 0.065192; desktop (underpowered): with skill 0.733333 plus or minus 0.028868; without skill 0.861111 plus or minus 0.134112; dashboard (underpowered): with skill 0.925 plus or minus 0.086603; without skill 0.826667 plus or minus 0.040415.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case web: the two arms' spreads sum to 0.094, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • web: underpowered. With skill 0.966667 plus or minus 0.028868; without skill 0.94 plus or minus 0.065192.
  • desktop: underpowered. With skill 0.733333 plus or minus 0.028868; without skill 0.861111 plus or minus 0.134112.
  • dashboard: underpowered. With skill 0.925 plus or minus 0.086603; without skill 0.826667 plus or minus 0.040415.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts

Answering model: Sonnet 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.857 with the skill and 0.754 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case candidate: the two arms' spreads sum to 0.198, at or above the 0.05 floor).

candidate, adr, report: too few answers to settle the result. Compare task scores

Task score bands: candidate (underpowered): with skill 0.85 plus or minus 0.122474; without skill 0.68 plus or minus 0.075829; adr (underpowered): with skill 0.95 plus or minus 0.057735; without skill 0.883333 plus or minus 0.028868; report (underpowered): with skill 0.77 plus or minus 0.075829; without skill 0.7 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case candidate: the two arms' spreads sum to 0.198, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • candidate: underpowered. With skill 0.85 plus or minus 0.122474; without skill 0.68 plus or minus 0.075829.
  • adr: underpowered. With skill 0.95 plus or minus 0.057735; without skill 0.883333 plus or minus 0.028868.
  • report: underpowered. With skill 0.77 plus or minus 0.075829; without skill 0.7 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.837 with it and 0.735 without, on 3 test tasks.

report: higher scores with the skill. Compare task scores

Task score bands: report (separated-up): with skill 0.9 plus or minus 0.070711; without skill 0.7 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.837 with the skill and 0.735 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • candidate: underpowered. With skill 0.76 plus or minus 0.054772; without skill 0.6375 plus or minus 0.075.
  • adr: underpowered. With skill 0.85 plus or minus 0.05; without skill 0.866667 plus or minus 0.028868.
  • report: separated-up. With skill 0.9 plus or minus 0.070711; without skill 0.7 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
6
tdd mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.992 with the skill and 0.989 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case test: the two arms' spreads sum to 0.050, at or above the 0.05 floor).

test, agreement: too few answers to settle the result. Compare task scores

Task score bands: test (underpowered): with skill 0.975 plus or minus 0.05; without skill 1 plus or minus 0; agreement (underpowered): with skill 1 plus or minus 0; without skill 0.966667 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case test: the two arms' spreads sum to 0.050, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • test: underpowered. With skill 0.975 plus or minus 0.05; without skill 1 plus or minus 0.
  • coupling: not-separated. With skill 1 plus or minus 0; without skill 1 plus or minus 0.
  • agreement: underpowered. With skill 1 plus or minus 0; without skill 0.966667 plus or minus 0.028868.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 1.000 with the skill and 0.969 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case agreement: the two arms' spreads sum to 0.128, at or above the 0.05 floor).

agreement: too few answers to settle the result. Compare task scores

Task score bands: agreement (underpowered): with skill 1 plus or minus 0; without skill 0.908333 plus or minus 0.128128.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case agreement: the two arms' spreads sum to 0.128, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • test: not-separated. With skill 1 plus or minus 0; without skill 1 plus or minus 0.
  • coupling: not-separated. With skill 1 plus or minus 0; without skill 1 plus or minus 0.
  • agreement: underpowered. With skill 1 plus or minus 0; without skill 0.908333 plus or minus 0.128128.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
7
hyperframes-cli heygen-com/hyperframes

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.933 with it and 0.592 without, on 3 test tasks.

loop, timeline, render: higher scores with the skill. Compare task scores

Task score bands: loop (separated-up): with skill 0.9 plus or minus 0.05; without skill 0.5875 plus or minus 0.131498; timeline (separated-up): with skill 1 plus or minus 0; without skill 0.6125 plus or minus 0.160078; render (separated-up): with skill 0.9 plus or minus 0.05; without skill 0.575 plus or minus 0.178341.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.933 with the skill and 0.592 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • loop: separated-up. With skill 0.9 plus or minus 0.05; without skill 0.5875 plus or minus 0.131498.
  • timeline: separated-up. With skill 1 plus or minus 0; without skill 0.6125 plus or minus 0.160078.
  • render: separated-up. With skill 0.9 plus or minus 0.05; without skill 0.575 plus or minus 0.178341.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.955 with it and 0.644 without, on 3 test tasks.

loop, timeline, render: higher scores with the skill. Compare task scores

Task score bands: loop (separated-up): with skill 0.906 plus or minus 0.068411; without skill 0.6875 plus or minus 0.047871; timeline (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.5875 plus or minus 0.094648; render (separated-up): with skill 0.975 plus or minus 0.05; without skill 0.658333 plus or minus 0.073598.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.955 with the skill and 0.644 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • loop: separated-up. With skill 0.906 plus or minus 0.068411; without skill 0.6875 plus or minus 0.047871.
  • timeline: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.5875 plus or minus 0.094648.
  • render: separated-up. With skill 0.975 plus or minus 0.05; without skill 0.658333 plus or minus 0.073598.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
8
hyperframes heygen-com/hyperframes

Answering model: Sonnet 5.5

Three text-only tasks: Clearly hurt.

Read test record

Why this result?

At least one task got worse. That takes priority over the overall average.

The skill clearly hurt: 0.946 with it and 0.919 without, on 3 test tasks.

usage: lower scores with the skill. Compare task scores

Task score bands: usage (separated-down): with skill 0.88 plus or minus 0.115109; without skill 1 plus or minus 0.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.946 with the skill and 0.919 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • existing: separated-up. With skill 0.957143 plus or minus 0.113389; without skill 0.783333 plus or minus 0.028868.
  • usage: separated-down. With skill 0.88 plus or minus 0.115109; without skill 1 plus or minus 0.
  • port: underpowered. With skill 1 plus or minus 0; without skill 0.975 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.965 with the skill and 0.940 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case existing: the two arms' spreads sum to 0.077, at or above the 0.05 floor).

existing, usage, port: too few answers to settle the result. Compare task scores

Task score bands: existing (underpowered): with skill 0.9625 plus or minus 0.047871; without skill 0.933333 plus or minus 0.028868; usage (underpowered): with skill 0.95 plus or minus 0.05; without skill 0.9375 plus or minus 0.075; port (underpowered): with skill 0.983333 plus or minus 0.028868; without skill 0.95 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case existing: the two arms' spreads sum to 0.077, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • existing: underpowered. With skill 0.9625 plus or minus 0.047871; without skill 0.933333 plus or minus 0.028868.
  • usage: underpowered. With skill 0.95 plus or minus 0.05; without skill 0.9375 plus or minus 0.075.
  • port: underpowered. With skill 0.983333 plus or minus 0.028868; without skill 0.95 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts
9
setup-matt-pocock-skills mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.930 with it and 0.690 without, on 3 test tasks.

local, labels: higher scores with the skill. Compare task scores

Task score bands: local (separated-up): with skill 1 plus or minus 0; without skill 0.5875 plus or minus 0.075; labels (separated-up): with skill 0.84 plus or minus 0.082158; without skill 0.6875 plus or minus 0.047871.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.930 with the skill and 0.690 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • local: separated-up. With skill 1 plus or minus 0; without skill 0.5875 plus or minus 0.075.
  • labels: separated-up. With skill 0.84 plus or minus 0.082158; without skill 0.6875 plus or minus 0.047871.
  • monorepo: underpowered. With skill 0.95 plus or minus 0.086603; without skill 0.79375 plus or minus 0.123744.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.897 with it and 0.773 without, on 3 test tasks.

local, monorepo: higher scores with the skill. Compare task scores

Task score bands: local (separated-up): with skill 1 plus or minus 0; without skill 0.807143 plus or minus 0.120515; monorepo (separated-up): with skill 1 plus or minus 0; without skill 0.8 plus or minus 0.061237.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.897 with the skill and 0.773 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • local: separated-up. With skill 1 plus or minus 0; without skill 0.807143 plus or minus 0.120515.
  • labels: underpowered. With skill 0.69 plus or minus 0.096177; without skill 0.7125 plus or minus 0.047871.
  • monorepo: separated-up. With skill 1 plus or minus 0; without skill 0.8 plus or minus 0.061237.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
10
handoff mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.940 with it and 0.796 without, on 3 test tasks.

destination: higher scores with the skill. Compare task scores

Task score bands: destination (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.7 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.940 with the skill and 0.796 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • resume: underpowered. With skill 0.8625 plus or minus 0.103078; without skill 0.72 plus or minus 0.067082.
  • privacy: underpowered. With skill 0.975 plus or minus 0.05; without skill 0.966667 plus or minus 0.028868.
  • destination: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.7 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.914 with it and 0.839 without, on 3 test tasks.

destination: higher scores with the skill. Compare task scores

Task score bands: destination (separated-up): with skill 0.916667 plus or minus 0.028868; without skill 0.766667 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.914 with the skill and 0.839 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • resume: underpowered. With skill 0.875 plus or minus 0.144338; without skill 0.75 plus or minus 0.
  • privacy: underpowered. With skill 0.95 plus or minus 0.057735; without skill 1 plus or minus 0.
  • destination: separated-up. With skill 0.916667 plus or minus 0.028868; without skill 0.766667 plus or minus 0.028868.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
11
frontend-design anthropics/skills

Answering model: Sonnet 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.922 with the skill and 0.925 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case identity: the two arms' spreads sum to 0.079, at or above the 0.05 floor).

identity, brief, content: too few answers to settle the result. Compare task scores

Task score bands: identity (underpowered): with skill 0.95 plus or minus 0.05; without skill 0.983333 plus or minus 0.028868; brief (underpowered): with skill 0.983333 plus or minus 0.028868; without skill 0.925 plus or minus 0.05; content (underpowered): with skill 0.833333 plus or minus 0.028868; without skill 0.866667 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case identity: the two arms' spreads sum to 0.079, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • identity: underpowered. With skill 0.95 plus or minus 0.05; without skill 0.983333 plus or minus 0.028868.
  • brief: underpowered. With skill 0.983333 plus or minus 0.028868; without skill 0.925 plus or minus 0.05.
  • content: underpowered. With skill 0.833333 plus or minus 0.028868; without skill 0.866667 plus or minus 0.028868.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Too few answers to tell.

Read test record

Why this result?

The answers varied too much to settle the result.

Too few answers to tell: 0.933 with the skill and 0.893 without, but the scores varied too much to call it.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case identity: the two arms' spreads sum to 0.134, at or above the 0.05 floor).

identity, brief, content: too few answers to settle the result. Compare task scores

Task score bands: identity (underpowered): with skill 0.9 plus or minus 0.070711; without skill 0.9125 plus or minus 0.062915; brief (underpowered): with skill 1 plus or minus 0; without skill 0.907143 plus or minus 0.105785; content (underpowered): with skill 0.9 plus or minus 0.070711; without skill 0.86 plus or minus 0.082158.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

Not enough draws to conclude at this effect floor. Draws needed: no draw count at these spreads (case identity: the two arms' spreads sum to 0.134, at or above the 0.05 floor).

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • identity: underpowered. With skill 0.9 plus or minus 0.070711; without skill 0.9125 plus or minus 0.062915.
  • brief: underpowered. With skill 1 plus or minus 0; without skill 0.907143 plus or minus 0.105785.
  • content: underpowered. With skill 0.9 plus or minus 0.070711; without skill 0.86 plus or minus 0.082158.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
12
reddit-automation flowkit-labs/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly hurt.

Read test record

Why this result?

At least one task got worse. That takes priority over the overall average.

The skill clearly hurt: 0.769 with it and 0.890 without, on 3 test tasks.

rank, reply: lower scores with the skill. Compare task scores

Task score bands: rank (separated-down): with skill 0.833333 plus or minus 0.028868; without skill 0.916667 plus or minus 0.028868; reply (separated-down): with skill 0.74 plus or minus 0.108397; without skill 0.883333 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.769 with the skill and 0.890 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • rank: separated-down. With skill 0.833333 plus or minus 0.028868; without skill 0.916667 plus or minus 0.028868.
  • reply: separated-down. With skill 0.74 plus or minus 0.108397; without skill 0.883333 plus or minus 0.028868.
  • rules: underpowered. With skill 0.733333 plus or minus 0.143759; without skill 0.87 plus or minus 0.057009.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly hurt.

Read test record

Why this result?

At least one task got worse. That takes priority over the overall average.

The skill clearly hurt: 0.800 with it and 0.914 without, on 3 test tasks.

rank: lower scores with the skill. Compare task scores

Task score bands: rank (separated-down): with skill 0.833333 plus or minus 0.028868; without skill 0.983333 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.800 with the skill and 0.914 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • rank: separated-down. With skill 0.833333 plus or minus 0.028868; without skill 0.983333 plus or minus 0.028868.
  • reply: underpowered. With skill 0.7875 plus or minus 0.085391; without skill 0.87 plus or minus 0.057009.
  • rules: underpowered. With skill 0.777778 plus or minus 0.130171; without skill 0.8875 plus or minus 0.075.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
13
triage mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 1.000 with it and 0.733 without, on 3 test tasks.

conflict, ready: higher scores with the skill. Compare task scores

Task score bands: conflict (separated-up): with skill 1 plus or minus 0; without skill 0.7 plus or minus 0; ready (separated-up): with skill 1 plus or minus 0; without skill 0.5 plus or minus 0.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

1.000 with the skill and 0.733 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • conflict: separated-up. With skill 1 plus or minus 0; without skill 0.7 plus or minus 0.
  • evidence: not-separated. With skill 1 plus or minus 0; without skill 1 plus or minus 0.
  • ready: separated-up. With skill 1 plus or minus 0; without skill 0.5 plus or minus 0.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 1.000 with it and 0.688 without, on 3 test tasks.

conflict, ready: higher scores with the skill. Compare task scores

Task score bands: conflict (separated-up): with skill 1 plus or minus 0; without skill 0.6125 plus or minus 0.103078; ready (separated-up): with skill 1 plus or minus 0; without skill 0.5 plus or minus 0.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

1.000 with the skill and 0.688 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • conflict: separated-up. With skill 1 plus or minus 0; without skill 0.6125 plus or minus 0.103078.
  • evidence: underpowered. With skill 1 plus or minus 0; without skill 0.95 plus or minus 0.05.
  • ready: separated-up. With skill 1 plus or minus 0; without skill 0.5 plus or minus 0.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
14
prototype mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.869 with it and 0.532 without, on 3 test tasks.

logic, unclear: higher scores with the skill. Compare task scores

Task score bands: logic (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.5 plus or minus 0; unclear (separated-up): with skill 0.733333 plus or minus 0.028868; without skill 0.466667 plus or minus 0.08165.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.869 with the skill and 0.532 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • logic: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.5 plus or minus 0.
  • ui: underpowered. With skill 0.89 plus or minus 0.089443; without skill 0.63 plus or minus 0.175119.
  • unclear: separated-up. With skill 0.733333 plus or minus 0.028868; without skill 0.466667 plus or minus 0.08165.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.929 with it and 0.363 without, on 3 test tasks.

logic, ui, unclear: higher scores with the skill. Compare task scores

Task score bands: logic (separated-up): with skill 1 plus or minus 0; without skill 0.483333 plus or minus 0.068313; ui (separated-up): with skill 1 plus or minus 0; without skill 0.225 plus or minus 0.189077; unclear (separated-up): with skill 0.7875 plus or minus 0.110868; without skill 0.38 plus or minus 0.103682.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.929 with the skill and 0.363 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • logic: separated-up. With skill 1 plus or minus 0; without skill 0.483333 plus or minus 0.068313.
  • ui: separated-up. With skill 1 plus or minus 0; without skill 0.225 plus or minus 0.189077.
  • unclear: separated-up. With skill 0.7875 plus or minus 0.110868; without skill 0.38 plus or minus 0.103682.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
15
media-use heygen-com/hyperframes

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.936 with it and 0.802 without, on 3 test tasks.

reuse, grade: higher scores with the skill. Compare task scores

Task score bands: reuse (separated-up): with skill 0.85 plus or minus 0.05; without skill 0.54 plus or minus 0.082158; grade (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.9 plus or minus 0.05.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.936 with the skill and 0.802 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • reuse: separated-up. With skill 0.85 plus or minus 0.05; without skill 0.54 plus or minus 0.082158.
  • logo: underpowered. With skill 0.975 plus or minus 0.05; without skill 0.966667 plus or minus 0.028868.
  • grade: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.9 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.909 with it and 0.759 without, on 3 test tasks.

reuse: higher scores with the skill. Compare task scores

Task score bands: reuse (separated-up): with skill 0.77 plus or minus 0.144049; without skill 0.43 plus or minus 0.09083.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.909 with the skill and 0.759 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • reuse: separated-up. With skill 0.77 plus or minus 0.144049; without skill 0.43 plus or minus 0.09083.
  • logo: underpowered. With skill 0.983333 plus or minus 0.028868; without skill 0.958333 plus or minus 0.080104.
  • grade: underpowered. With skill 0.975 plus or minus 0.05; without skill 0.89 plus or minus 0.082158.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
16
grilling mattpocock/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.744 with it and 0.689 without, on 3 test tasks.

frontier: higher scores with the skill. Compare task scores

Task score bands: frontier (separated-up): with skill 0.95 plus or minus 0.05; without skill 0.733333 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.744 with the skill and 0.689 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • frontier: separated-up. With skill 0.95 plus or minus 0.05; without skill 0.733333 plus or minus 0.028868.
  • settled: underpowered. With skill 0.733333 plus or minus 0.10328; without skill 0.733333 plus or minus 0.028868.
  • finish: underpowered. With skill 0.55 plus or minus 0; without skill 0.6 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.832 with it and 0.686 without, on 3 test tasks.

frontier: higher scores with the skill. Compare task scores

Task score bands: frontier (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.733333 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.832 with the skill and 0.686 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • frontier: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.733333 plus or minus 0.028868.
  • settled: underpowered. With skill 0.892857 plus or minus 0.088641; without skill 0.8 plus or minus 0.05.
  • finish: underpowered. With skill 0.62 plus or minus 0.067082; without skill 0.525 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
17
hyperframes-animation heygen-com/hyperframes

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.880 with it and 0.506 without, on 3 test tasks.

timeline, runtime, template: higher scores with the skill. Compare task scores

Task score bands: timeline (separated-up): with skill 1 plus or minus 0; without skill 0.75 plus or minus 0.05; runtime (separated-up): with skill 0.64 plus or minus 0.065192; without skill 0.2 plus or minus 0.05; template (separated-up): with skill 1 plus or minus 0; without skill 0.566667 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.880 with the skill and 0.506 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • timeline: separated-up. With skill 1 plus or minus 0; without skill 0.75 plus or minus 0.05.
  • runtime: separated-up. With skill 0.64 plus or minus 0.065192; without skill 0.2 plus or minus 0.05.
  • template: separated-up. With skill 1 plus or minus 0; without skill 0.566667 plus or minus 0.028868.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.939 with it and 0.785 without, on 3 test tasks.

runtime, template: higher scores with the skill. Compare task scores

Task score bands: runtime (separated-up): with skill 0.816667 plus or minus 0.028868; without skill 0.733333 plus or minus 0.028868; template (separated-up): with skill 1 plus or minus 0; without skill 0.6375 plus or minus 0.075.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.939 with the skill and 0.785 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • timeline: underpowered. With skill 1 plus or minus 0; without skill 0.983333 plus or minus 0.028868.
  • runtime: separated-up. With skill 0.816667 plus or minus 0.028868; without skill 0.733333 plus or minus 0.028868.
  • template: separated-up. With skill 1 plus or minus 0; without skill 0.6375 plus or minus 0.075.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
18
hyperframes-registry heygen-com/hyperframes

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.978 with it and 0.429 without, on 3 test tasks.

block, component, search: higher scores with the skill. Compare task scores

Task score bands: block (separated-up): with skill 0.95 plus or minus 0.05; without skill 0.433333 plus or minus 0.028868; component (separated-up): with skill 1 plus or minus 0; without skill 0.591667 plus or minus 0.190832; search (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.2625 plus or minus 0.094648.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.978 with the skill and 0.429 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • block: separated-up. With skill 0.95 plus or minus 0.05; without skill 0.433333 plus or minus 0.028868.
  • component: separated-up. With skill 1 plus or minus 0; without skill 0.591667 plus or minus 0.190832.
  • search: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.2625 plus or minus 0.094648.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.972 with it and 0.618 without, on 3 test tasks.

block, component, search: higher scores with the skill. Compare task scores

Task score bands: block (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.575 plus or minus 0.112916; component (separated-up): with skill 1 plus or minus 0; without skill 0.858333 plus or minus 0.139344; search (separated-up): with skill 0.933333 plus or minus 0.028868; without skill 0.421429 plus or minus 0.095119.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.972 with the skill and 0.618 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • block: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.575 plus or minus 0.112916.
  • component: separated-up. With skill 1 plus or minus 0; without skill 0.858333 plus or minus 0.139344.
  • search: separated-up. With skill 0.933333 plus or minus 0.028868; without skill 0.421429 plus or minus 0.095119.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

This tests the router's written response; it does not test the delegated skill.

Earlier attempts

Operator-authorized retry after ACTUAL_COUNTS (USD 1.209269). Operator, 18 Oct 2026 ~16:25 SGT: "Yes run".

19
design-mobile-apps designed-by-ai/skills

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.889 with it and 0.774 without, on 3 test tasks.

shots: higher scores with the skill. Compare task scores

Task score bands: shots (separated-up): with skill 0.983333 plus or minus 0.028868; without skill 0.75 plus or minus 0.145774.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.889 with the skill and 0.774 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • response: underpowered. With skill 0.91 plus or minus 0.065192; without skill 0.86 plus or minus 0.082158.
  • shots: separated-up. With skill 0.983333 plus or minus 0.028868; without skill 0.75 plus or minus 0.145774.
  • ids: underpowered. With skill 0.775 plus or minus 0.05; without skill 0.7125 plus or minus 0.115728.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.896 with it and 0.789 without, on 3 test tasks.

shots: higher scores with the skill. Compare task scores

Task score bands: shots (separated-up): with skill 0.95 plus or minus 0.05; without skill 0.766667 plus or minus 0.093095.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.896 with the skill and 0.789 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • response: underpowered. With skill 0.95 plus or minus 0; without skill 0.9 plus or minus 0.057735.
  • shots: separated-up. With skill 0.95 plus or minus 0.05; without skill 0.766667 plus or minus 0.093095.
  • ids: underpowered. With skill 0.7875 plus or minus 0.075; without skill 0.7 plus or minus 0.05.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts
20
hyperframes-core heygen-com/hyperframes

Answering model: Sonnet 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.917 with it and 0.697 without, on 3 test tasks.

transform, exit: higher scores with the skill. Compare task scores

Task score bands: transform (separated-up): with skill 1 plus or minus 0; without skill 0.733333 plus or minus 0.028868; exit (separated-up): with skill 0.75 plus or minus 0; without skill 0.45 plus or minus 0.070711.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.917 with the skill and 0.697 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • root: underpowered. With skill 1 plus or minus 0; without skill 0.908333 plus or minus 0.124164.
  • transform: separated-up. With skill 1 plus or minus 0; without skill 0.733333 plus or minus 0.028868.
  • exit: separated-up. With skill 0.75 plus or minus 0; without skill 0.45 plus or minus 0.070711.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Answering model: Opus 5.5

Three text-only tasks: Clearly helped.

Read test record

Why this result?

At least one task improved, with no task showing a clear drop.

The skill clearly helped: 0.951 with it and 0.711 without, on 3 test tasks.

transform, exit: higher scores with the skill. Compare task scores

Task score bands: transform (separated-up): with skill 1 plus or minus 0; without skill 0.733333 plus or minus 0.028868; exit (separated-up): with skill 0.878571 plus or minus 0.125357; without skill 0.416667 plus or minus 0.028868.

A band is the average score plus or minus the recorded spread. These task bands, not the overall averages, determine the result.

0.951 with the skill and 0.711 without; on at least one of the 3 test tasks, the two ranges of scores (the average plus or minus one spread) did not overlap, and the gap was at least 0.05.

Test details and sources
How this result was decided

The reader applies the task rule, with a separated-down task taking precedence. Overall means do not determine the verdict. Bands show the mean plus or minus the recorded spread; point bands can reflect score quantization.

  • root: underpowered. With skill 0.975 plus or minus 0.05; without skill 0.983333 plus or minus 0.028868.
  • transform: separated-up. With skill 1 plus or minus 0; without skill 0.733333 plus or minus 0.028868.
  • exit: separated-up. With skill 0.878571 plus or minus 0.125357; without skill 0.416667 plus or minus 0.028868.

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

The eval account's configuration was read and found clean before and after each run, not during it.

Earlier attempts

Limits

Three text-only tasks. Driftproof wrote the suite from the pinned skill description and README. These are not author-supplied tests. External tools, generated media and deployed services were not tested.

For find-skills, agent-browser, hyperframes and hyperframes-registry: This tests the router's written response; it does not test the delegated skill.

The small authored suites cover particular written tasks, not installation or general usefulness. The judge policy changed before this campaign to admit Haiku 5.5; the policy records the change and historical judges. Earlier reports keep their original judges. Unkeyed seals and retained outputs permit checking internal consistency; they do not authenticate an origin.

Run record

The campaigns ran in resumed segments. The earliest receipt date is 2026-10-18. No finish time is inferred. The surface was claude-cli; recorded costs are API-equivalent estimates, not a subscription invoice.

Campaign record

40 receipts from 40 frozen attempt identities across 5 campaigns. Every earlier failure remains in the record. Recorded spend: USD 44.303638, including the controller-observed USD 0.21 correction. USD two thousand five hundred admission budget; actual usage may overrun.

Complete attempt ledger, original manifests, plans and retry authorization. SHA-256 e1d7a154c182023ea2c7579e20c068c12be50c48cf4ef3dad61f90e6fd74643b

  1. Campaign 1 (408): stopped on EVAL_CONFIG_CHANGED. Manifest 3c1a213c7c7f40e9abb6e4106a455f63fe8805131807090e5807d259b4b5cf57.
  2. Campaign 2 (408-c2): stopped on EVAL_CONFIG_CHANGED. Manifest 4af9664915a3be2d567cddf191fb893a0db587eb177ec8cd040ee5c3bbb2d46b.
  3. Campaign 3 (408-c3): stopped on EVAL_CONFIG_CHANGED. Manifest 4f899e0df590a66451613d1d64b756ac2481903ab1efdc906a4d1f99f1de0d19.
  4. Campaign 4 (408-c4): completed with terminal ACTUAL_COUNTS failure. Manifest 33e4d1cbd6585f68081bf24aad056d3cee2c4361576a5f80ffa700c9d378f707.
  5. Campaign 5 (408-c5): operator-authorized retry. Manifest e87e021c8d278d23f795e634bc08c7dddcf3170c2efe2abef7f0ea75cbb3e423.

2026-10-18; Claude Sonnet 5.5; Claude Opus 5.5

Evidence

Popularity snapshot · Pinned subjects and suites · All manifests, failures, final states and original plans. Every table cell links its receipt, suite and retained answers.

Receipts