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model-right-sizer-release-report

Publish a per-version release report for `eval/token_ceiling_formula.py` every time `FORMULA_VERSION` bumps — the exact configuration (formula, signal weights, calibration constants), a ranked gap list for the next contributor, and what's settled and not worth re-relitigating. Why this is its own skill rather than folding into `model-right-sizer-research-report`: every claim must interweave WHY it matters, in the same breath as WHAT changed — it stays decision-support only if a reader can tell, without a second file, what breaks (wasted spend, false alarms, undetected overruns, a re-biased fleet of budgets) if a number or gap is wrong. Never a new-finding surface — synthesizes only from committed results files. Also the tool for BACKFILLING a report for a past version that shipped before this skill existed. Use when someone says "write the release report for this version", "version the token ceiling formula", "backfill a release report for v0.x", or after any `FORMULA_VERSION` bump.

68

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

67%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-organized, genuinely actionable instruction-only skill with a clear sequence, honest boundaries ("What this does NOT do"), and concrete paths and naming conventions. Its weaknesses are repetition of the stakes rule across three sections (token cost without new information) and reliance on an external exemplar file plus no explicit publish-time verification step.

Suggestions

State the "every claim carries its stakes" rule once (in its dedicated section) and have the intro and "What to do" step 1 refer back to it in a few words instead of restating the failure modes — this trims roughly a quarter of the body's tokens without losing any instruction.

Add a compact skeleton or short excerpt of the required report structure (the sections and a sample stakes clause) inline, so the output format is executable from this file alone instead of depending on opening the v1.0.0 exemplar report.

Add an explicit final verification step before publishing, such as: "Before writing the file, confirm every number and status string in the report appears verbatim in a cited results file or the module source; if a number cannot be traced, either find its source or cut the claim."

DimensionReasoningScore

Conciseness

The content assumes Claude's competence (no basic-concept explanations, precise paths and file names throughout), but the central "every claim carries its stakes" rule is stated three times — in the intro ("what breaks (wasted spend, false alarms, undetected overruns…) if a number or gap is wrong"), again across the six-bullet rule section, and restated in "What to do" step 1 ("each claim immediately followed by its stakes clause per the rule above"). This repetition puts it at the 3 anchor ("could be tightened") rather than 4 ("minor instances of over-explanation").

3 / 5

Actionability

Concrete, executable guidance: exact source files to read, globs ("glob `../../eval/tuning/results/` and `../../eval/ablation/results/`"), the output naming convention `eval/tuning/results/<date>-token-ceiling-formula-v<version>-release.md`, `git log -p` for backfills, and a `CHANGELOG.md` entry under `## Unreleased`. Not 5: the report's actual output shape is delegated to an external exemplar ("see the shipped v1.0.0 report… for the target shape") rather than shown, skeletonized, or excerpted inline, so a contributor cannot execute fully without opening another file.

4 / 5

Workflow Clarity

Clear sequenced workflow: four numbered "Before starting" steps, six numbered "What to do" steps, a separate backfill branch, and explicit exclusions. Implicit checkpoints exist (diff the prior report to scope changes, "Pull exact numbers; never round"), but there is no explicit final verification step (e.g., confirming every number appears verbatim in a cited source before publishing). Fits the 4 anchor (clear sequence, most checkpoints, minor validation gaps) rather than 5. The destructive/batch cap does not apply — this is a report-synthesis skill with no batch or destructive operations.

4 / 5

Progressive Disclosure

No bundle files exist (no references/, scripts/, or assets/), and all links point to in-repo files (the module, sibling skills, prior results files) — one level deep, clearly signaled, and consolidated in a "Related" section, with well-organized headers throughout. Not 5: the simple-skill exception (under 50 lines, no external references needed) does not apply at ~165 lines, and the six-bullet stakes-rule elaboration in the middle section is inline content that could live in a separate reference file.

4 / 5

Total

15

/

20

Passed

Description

100%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

An excellent description: concrete and comprehensive about what it does, with quoted natural-language triggers for both fresh reports and backfills, and an explicit boundary against the sibling research-report and experiment-running skills. Its only debatable trait is length — the positioning rationale is arguably body material — but every clause carries information rather than fluff, and third person is used throughout.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions with comprehensive coverage: "Publish a per-version release report for `eval/token_ceiling_formula.py`", "the exact configuration (formula, signal weights, calibration constants)", "a ranked gap list for the next contributor", "what's settled and not worth re-relitigating", and "BACKFILLING a report for a past version". It fits the 5 anchor (comprehensive coverage) better than 4 (minor gaps), since every capability of the skill is named.

5 / 5

Completeness

Explicitly answers both what ("Publish a per-version release report… the exact configuration… a ranked gap list… what's settled") and when ("Use when someone says… or after any `FORMULA_VERSION` bump") with concrete trigger phrases. Not 4: the when-clause is fully explicit with quoted triggers, not merely present or underspecified.

5 / 5

Trigger Term Quality

Natural trigger phrases are quoted verbatim: "write the release report for this version", "version the token ceiling formula", "backfill a release report for v0.x", and "after any `FORMULA_VERSION` bump". Covers the natural phrasings, command forms, and version-numbering variants a user would say; nothing commonly used is missing, matching the 5 anchor over the 4 anchor.

5 / 5

Distinctiveness Conflict Risk

It explicitly draws its own boundary: "Why this is its own skill rather than folding into `model-right-sizer-research-report" and "Never a new-finding surface — synthesizes only from committed results files". The niche (one module, one version, stakes-per-claim) is clearly distinct with dedicated triggers, matching the 5 anchor (clear niche, minimal conflict risk) rather than 4 (minor overlap).

5 / 5

Total

20

/

20

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 7 suspicious

Warning

Total

14

/

16

Passed

Repository
Cloudzero/cloudzero-claude-marketplace
Reviewed

Table of Contents

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