# openaddict.com

## routes
https://openaddict.com | front door | both catalogues, what held up best in each, and the method
https://openaddict.com/tips | tip index | every tested prompting claim, grouped by what the rule found
https://openaddict.com/skills | skill index | every pinned skill, by task class, with its verdicts
https://openaddict.com/skills/topics | topics index | every topic, how many skills helped under it, and the ones not yet run
https://openaddict.com/skills/coverage | coverage matrix | every repository against every task class, searched or not
https://openaddict.com/models | model index | every model with a cell, and what measured it
https://openaddict.com/models/compare | model comparison | per task set and instrument, never pooled
https://openaddict.com/workflows | workflow index | multi-step procedures an agent runs with tools, run in Claude Code, scored per run

## method
https://openaddict.com/methodology | method | how a claim is made testable, the frozen status_v1 rule that assigns every verdict, what is not published, and the append-only corrections register

## tips
https://openaddict.com/tips/json-schema | structured outputs | C01-json-schema | models tested 10 | tested via API 3 Stable | tested in Claude Code 5 Stable | tested in Codex 3 Stable
https://openaddict.com/tips/instruction-after | instructions before or after the document | C02-instruction-after | models tested 10 | tested via API 3 Unobservable | tested in Claude Code 5 Unobservable | tested in Codex 3 Unobservable
https://openaddict.com/tips/xml-delimiters | xml tags in prompts | C03-xml-delimiters | models tested 10 | tested via API 3 Unobservable | tested in Claude Code 5 Unobservable | tested in Codex 2 Unobservable, 1 In free drift
https://openaddict.com/tips/three-shot-format | few shot prompting | C04b-zero-vs-one | models tested 10 | tested via API 3 In free drift | tested in Claude Code 5 In free drift | tested in Codex 2 In free drift, 1 Stable
https://openaddict.com/tips/think-step-by-step | chain of thought prompting | C05-think-step-by-step | models tested 10 | tested via API 2 Stable, 1 In free drift | tested in Claude Code 4 In free drift, 1 Stable | tested in Codex 3 In free drift
https://openaddict.com/tips/permit-idk | how to reduce hallucinations in llm | C06-permit-idk | models tested 10 | tested via API 3 Stable | tested in Claude Code 5 Stable | tested in Codex 3 Stable
https://openaddict.com/tips/instruction-at-end | lost in the middle llm | C07-instruction-at-end | models tested 10 | tested via API 3 Unobservable | tested in Claude Code 5 Unobservable | tested in Codex 3 Unobservable
https://openaddict.com/tips/tip-length | tipping the model | C08-tip-length | models tested 10 | tested via API 3 Unobservable | tested in Claude Code 5 Unobservable | tested in Codex 3 Unobservable
https://openaddict.com/tips/role-assignment | role prompting | C09-role-assignment | models tested 3 | tested via API 3 In free drift
https://openaddict.com/tips/emotional-stakes | emotional prompting | C10-emotional-stakes | models tested 3 | tested via API 3 In free drift
https://openaddict.com/tips/politeness | politeness in prompts | C11-politeness | models tested 3 | tested via API 3 In free drift
https://openaddict.com/tips/critique-revise | self-critique prompting | C12-critique-revise | models tested 3 | tested via API 2 In free drift, 1 Stable
https://openaddict.com/tips/system-prompt-placement | system prompt | C13-system-prompt-placement | models tested 3 | tested via API 2 In free drift, 1 Unobservable | tested in Claude Code 1 Unobservable
https://openaddict.com/tips/prompt-chaining | prompt chaining | C14-prompt-chaining | models tested 3 | tested via API 2 Stable, 1 In free drift | tested in Claude Code 1 Stable
https://openaddict.com/tips/iterative-refinement | iterative prompting | C15-iterative-refinement | models tested 3 | tested via API 2 In free drift, 1 Unobservable | tested in Claude Code 1 In free drift
https://openaddict.com/tips/cutoff-disclosure | chatgpt knowledge cutoff | C16-cutoff-disclosure | models tested 9 | tested via API 3 Stable, 1 Past the horizon | tested in Claude Code 5 In free drift | tested in Codex 1 Stable, 1 In free drift
https://openaddict.com/tips/exact-length | chatgpt response length | C17-exact-length | models tested 10 | tested via API 4 Stable | tested in Claude Code 5 Stable | tested in Codex 4 Stable

## endpoints
https://openaddict.com/tips.json | every tip, every cell, with intervals, served models and dates
https://openaddict.com/tips/<slug>.json | one tip, same fields; the address is on each tip in /tips.json
https://openaddict.com/skills.json | the whole skill cohort, every cell and every cost row
https://openaddict.com/skills/<slug>.json | one skill, same fields; the address is on each skill in /skills.json
https://openaddict.com/skills/topics/<topic>.json | one topic, its classes and its ranked entries; the addresses are in the topics section below
https://openaddict.com/workflows.json | every workflow, the panel, the gate's determinations and the catalogue's own status ladder
https://openaddict.com/workflows/<slug>.json | one workflow, every model row with each absence named; the address is on each workflow in /workflows.json
https://openaddict.com/models/compare.json | the comparison tables, per task set and instrument
https://openaddict.com/corrections.json | the append-only corrections register, with the claims each names

## models
https://openaddict.com/models/claude-haiku-4-5 | Claude Haiku 4.5 | claude-haiku-4-5 | tested via API; tested in Claude Code | single version | task sets measured 20 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/gpt-5-mini | GPT-5 mini | gpt-5-mini | tested via API | single version | task sets measured 16 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/gemini-3.1-flash-lite | Gemini 3.1 Flash Lite | gemini-3.1-flash-lite | tested via API | single version | task sets measured 16 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/claude-fable-5 | Claude Fable 5 | claude-fable-5 | tested in Claude Code | series of 2: claude-fable-5, claude-fable-5-1 | task sets measured 15 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/claude-fable-5-1 | Claude Fable 5.1 | claude-fable-5-1 | tested in Claude Code | series of 2: claude-fable-5, claude-fable-5-1 | task sets measured 17 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/claude-opus-5 | Claude Opus 5 | claude-opus-5 | tested in Claude Code | single version | task sets measured 17 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/claude-sonnet-5 | Claude Sonnet 5 | claude-sonnet-5 | tested in Claude Code | single version | task sets measured 17 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/gpt-5.4-mini | GPT-5.4 mini | gpt-5.4-mini | tested via API; tested in Codex | single version | task sets measured 12 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/gpt-5.6-luna | GPT-5.6 Luna | gpt-5.6-luna | tested in Codex | single version | task sets measured 11 | compared at https://openaddict.com/models/compare
https://openaddict.com/models/gpt-5.6-terra | GPT-5.6 Terra | gpt-5.6-terra | tested in Codex | single version | task sets measured 12 | compared at https://openaddict.com/models/compare

## workflows
https://openaddict.com/workflows/link-graph-and-metadata-parity-audit | rampstackco/claude-skills/workflows/link-graph-and-metadata-parity-audit.md@a67dd34c609f034c0cfd736a348659bbdf1605bf | catalogue status template | models run 3 of 4 | runs each 5 | honest-stop key LG-P4 (cued) | fabrication published | json https://openaddict.com/workflows/link-graph-and-metadata-parity-audit.json
https://openaddict.com/workflows/corpus-integrity-and-correction | rampstackco/claude-skills/workflows/corpus-integrity-and-correction.md@a67dd34c609f034c0cfd736a348659bbdf1605bf | catalogue status template | models run 3 of 4 | runs each 5 | honest-stop key CI-P2 | fabrication withheld, see the audit | json https://openaddict.com/workflows/corpus-integrity-and-correction.json
https://openaddict.com/workflows/traffic-drop-triage | rampstackco/claude-skills/workflows/traffic-drop-triage.md@a67dd34c609f034c0cfd736a348659bbdf1605bf | catalogue status template | models run 3 of 4 | runs each 5 | honest-stop key TD-P2-D | fabrication withheld, see the audit | json https://openaddict.com/workflows/traffic-drop-triage.json

## topics
https://openaddict.com/skills/topics/writing-skills | writing skills | classes skill-authoring | models 3 | entries 6 | entries helping on at least one model 6 | ranked by count of models with a clear effect, never by effect size
https://openaddict.com/skills/topics/accessibility | accessibility | classes accessibility-audit | models 3 | entries 6 | entries helping on at least one model 1 | ranked by count of models with a clear effect, never by effect size
https://openaddict.com/skills/topics/product-management | product management | classes spec-writing | models 3 | entries 10 | entries helping on at least one model 2 | ranked by count of models with a clear effect, never by effect size
https://openaddict.com/skills/topics/seo | SEO | classes on-page-audit | models 3 | entries 5 | entries helping on at least one model 1 | ranked by count of models with a clear effect, never by effect size
https://openaddict.com/skills/topics/brand-voice | brand voice | classes voice | models 3 | entries 2 | entries helping on at least one model 2 | ranked by count of models with a clear effect, never by effect size
https://openaddict.com/skills/topics/code-review | code review | classes code-review | models 2 | entries 8 | entries helping on at least one model 0 | ranked by count of models with a clear effect, never by effect size

## skills
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | Stable | delta 0.3818 | interval 0.2868 0.4768 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | In free drift | delta 0.1273 | interval 0.0560 0.1985 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | Stable | delta 0.2818 | interval 0.1282 0.4354 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Stable | delta 0.2545 | interval 0.1196 0.3895 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | Stable | delta 0.3818 | interval 0.1925 0.5711 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta -0.0727 | interval -0.2153 0.0698 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0727 | interval -0.1678 0.0223 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | Stable | delta 0.3091 | interval 0.2202 0.3980 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.1091 | interval -0.2180 -0.0002 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 20
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.1455 | interval -0.3355 0.0446 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | Stable | delta 0.4545 | interval 0.4545 0.4545 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/rampstackco-skill-creation-walkthrough | rampstackco/claude-skills/skills/skill-creation-walkthrough@0479242522549dfdb389bb9b7807ad4d6016ffb7 | skill-authoring | injectedContextTokens with 8687 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.1455 | interval -0.3355 0.0446 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | Stable | delta 0.3818 | interval 0.2868 0.4768 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | In free drift | delta 0.1273 | interval 0.0560 0.1985 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | Stable | delta 0.2727 | interval 0.0830 0.4624 | pairs 6
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Stable | delta 0.2545 | interval 0.1196 0.3895 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | Stable | delta 0.3364 | interval 0.1932 0.4795 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 1
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | Stable | delta 0.2909 | interval 0.2269 0.3549 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0909 | interval -0.2691 0.0873 | pairs 4
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0727 | interval -0.1678 0.0223 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | Past the horizon | delta -0.2182 | interval -0.4359 -0.0004 | pairs 20
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | Past the horizon | delta -0.4364 | interval -0.6691 -0.2036 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | Stable | delta 0.4364 | interval 0.3532 0.5195 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/anthropics-skill-creator | anthropics/skills/skills/skill-creator@3b3fad96af16a10759d930941b4520ba0c40edae | skill-authoring | injectedContextTokens with 10587 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | Stable | delta 0.2892 | interval 0.1450 0.4333 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | In free drift | delta 0.0942 | interval -0.0683 0.2566 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | In free drift | delta -0.0033 | interval -0.1119 0.1052 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta 0.0542 | interval -0.1349 0.2433 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0967 | interval -0.0153 0.2086 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta -0.0200 | interval -0.1433 0.1033 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 2
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | Stable | delta 0.2321 | interval 0.0876 0.3766 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0500 | interval -0.1782 0.0782 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0575 | interval -0.1403 0.0253 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | In free drift | delta 0.0600 | interval -0.0237 0.1437 | pairs 20
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0400 | interval -0.0123 0.0923 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.1733 | interval 0.0295 0.3171 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0800 | interval -0.1998 0.0398 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0333 | interval -0.1111 0.0444 | pairs 10
https://openaddict.com/skills/rampstackco-accessibility-audit | rampstackco/claude-skills/skills/accessibility-audit@0479242522549dfdb389bb9b7807ad4d6016ffb7 | accessibility-audit | injectedContextTokens with 10239 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | verdict withheld | reason served model mismatch; 1 usable pair
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | In free drift | delta 0.1308 | interval 0.0187 0.2429 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | In free drift | delta -0.0950 | interval -0.1753 -0.0147 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | In free drift | delta -0.0825 | interval -0.1931 0.0281 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.1350 | interval -0.2622 -0.0078 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0117 | interval -0.2285 0.2518 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta -0.0533 | interval -0.1257 0.0190 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.1000 | interval -0.0960 0.2960 | pairs 2
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.1012 | interval -0.0449 0.2474 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0233 | interval -0.0469 0.0936 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0117 | interval -0.0376 0.0609 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | In free drift | delta 0.0083 | interval -0.0776 0.0942 | pairs 20
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0600 | interval -0.1437 0.0237 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0783 | interval -0.0023 0.1589 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0383 | interval -0.0538 0.1305 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0533 | interval -0.1645 0.0578 | pairs 10
https://openaddict.com/skills/affaan-m-accessibility | affaan-m/ECC/skills/accessibility@d8409a4b0813771235555e32e3d8046a73988bfa | accessibility-audit | injectedContextTokens with 1546 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | verdict withheld | reason served model mismatch; 2 usable pairs
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | In free drift | delta 0.0000 | interval -0.0266 0.0266 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-haiku-4-5 | paired | instrument api | baseline none | Stable | delta 0.8000 | interval 0.4080 1.1920 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | In free drift | delta 0.0000 | interval -0.0266 0.0266 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | gemini-3.1-flash-lite | paired | instrument api | baseline none | Stable | delta 0.6000 | interval 0.0773 1.1227 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | In free drift | delta -0.1182 | interval -0.2538 0.0174 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | gpt-5-mini | paired | instrument api | baseline none | Stable | delta 0.6000 | interval 0.0773 1.1227 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.0091 | interval -0.0269 0.0087 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0636 | interval -0.1390 0.0117 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta -0.0182 | interval -0.0538 0.0175 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta 0.0091 | interval -0.0325 0.0507 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0182 | interval -0.0454 0.0090 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0182 | interval -0.0379 0.0015 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0273 | interval 0.0035 0.0510 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0000 | interval -0.0398 0.0398 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | In free drift | delta 0.0091 | interval -0.0229 0.0411 | pairs 20
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0364 | interval 0.0073 0.0655 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0091 | interval -0.0507 0.0325 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0273 | interval -0.0191 0.0737 | pairs 10
https://openaddict.com/skills/rampstackco-pm-spec-writing | rampstackco/claude-skills/skills/pm-spec-writing@0479242522549dfdb389bb9b7807ad4d6016ffb7 | spec-writing | injectedContextTokens with 6292 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0091 | interval -0.0325 0.0507 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | In free drift | delta -0.0364 | interval -0.0655 -0.0073 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-haiku-4-5 | paired | instrument api | baseline none | Stable | delta 1.0000 | interval 1.0000 1.0000 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | In free drift | delta 0.0000 | interval -0.0266 0.0266 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | gemini-3.1-flash-lite | paired | instrument api | baseline none | Stable | delta 1.0000 | interval 1.0000 1.0000 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | In free drift | delta -0.0364 | interval -0.1749 0.1022 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | gpt-5-mini | paired | instrument api | baseline none | In free drift | delta 0.4000 | interval -0.1988 0.9988 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.0091 | interval -0.0269 0.0087 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0273 | interval 0.0001 0.0545 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta 0.0091 | interval -0.0229 0.0411 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta 0.0000 | interval -0.0266 0.0266 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0409 | interval -0.0656 -0.0162 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0091 | interval -0.0350 0.0168 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0091 | interval -0.0350 0.0168 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0045 | interval -0.0292 0.0201 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | In free drift | delta -0.0182 | interval -0.0538 0.0175 | pairs 20
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0091 | interval -0.0229 0.0411 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0091 | interval -0.0411 0.0229 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0182 | interval -0.0175 0.0538 | pairs 10
https://openaddict.com/skills/affaan-m-product-capability | affaan-m/ECC/skills/product-capability@d8409a4b0813771235555e32e3d8046a73988bfa | spec-writing | injectedContextTokens with 1046 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval -0.0266 0.0266 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | In free drift | delta 0.2345 | interval -0.0323 0.5014 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | Stable | delta 0.2193 | interval 0.0464 0.3922 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | In free drift | delta 0.0414 | interval -0.1350 0.2179 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta 0.1260 | interval -0.0105 0.2624 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0807 | interval -0.1017 0.2632 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta 0.0202 | interval -0.0644 0.1049 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta -0.0583 | interval -0.1873 0.0706 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0435 | interval -0.0003 0.0872 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.1608 | interval 0.0354 0.2862 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0458 | interval -0.1130 0.0213 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0512 | interval -0.0390 0.1414 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | In free drift | delta -0.0333 | interval -0.0987 0.0320 | pairs 20
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0536 | interval -0.0166 0.1238 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0231 | interval -0.2141 0.1679 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0417 | interval -0.1778 0.0944 | pairs 10
https://openaddict.com/skills/rampstackco-seo-onpage | rampstackco/claude-skills/skills/seo-onpage@0479242522549dfdb389bb9b7807ad4d6016ffb7 | on-page-audit | injectedContextTokens with 5117 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0750 | interval -0.0296 0.1796 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-haiku-4-5 | deterministic | instrument api | baseline none | In free drift | delta 0.0000 | interval -0.1461 0.1461 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline none | In free drift | delta 0.1217 | interval -0.0538 0.2971 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | gpt-5-mini | deterministic | instrument api | baseline none | In free drift | delta 0.0321 | interval -0.1611 0.2254 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta 0.0533 | interval -0.0751 0.1818 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0583 | interval -0.1355 0.0189 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-fable-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta -0.0083 | interval -0.0942 0.0776 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-opus-5 | deterministic | instrument claude-code | run skill-cohort | In free drift | delta -0.0619 | interval -0.1431 0.0193 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-fable-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0732 | interval -0.0154 0.1618 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.1083 | interval -0.0399 0.2565 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-opus-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta -0.0601 | interval -0.1605 0.0402 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run panel-v2 | In free drift | delta 0.0532 | interval -0.0295 0.1359 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run fable-5-1 | In free drift | delta -0.0333 | interval -0.0987 0.0320 | pairs 20
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0619 | interval -0.0739 0.1977 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0198 | interval -0.2029 0.2424 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0786 | interval -0.1609 0.0038 | pairs 10
https://openaddict.com/skills/affaan-m-seo | affaan-m/ECC/skills/seo@d8409a4b0813771235555e32e3d8046a73988bfa | on-page-audit | injectedContextTokens with 1018 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0640 | interval -0.1079 0.2360 | pairs 10
https://openaddict.com/skills/rampstackco-brand-voice | rampstackco/claude-skills/skills/brand-voice@0479242522549dfdb389bb9b7807ad4d6016ffb7 | voice | injectedContextTokens with 5236 without 0 | claude-haiku-4-5 | paired | instrument api | baseline none | In free drift | delta 0.4000 | interval -0.1988 0.9988 | pairs 10
https://openaddict.com/skills/rampstackco-brand-voice | rampstackco/claude-skills/skills/brand-voice@0479242522549dfdb389bb9b7807ad4d6016ffb7 | voice | injectedContextTokens with 5236 without 0 | gemini-3.1-flash-lite | paired | instrument api | baseline none | Stable | delta 0.6000 | interval 0.0773 1.1227 | pairs 10
https://openaddict.com/skills/rampstackco-brand-voice | rampstackco/claude-skills/skills/brand-voice@0479242522549dfdb389bb9b7807ad4d6016ffb7 | voice | injectedContextTokens with 5236 without 0 | gpt-5-mini | paired | instrument api | baseline none | In free drift | delta 0.2000 | interval -0.4401 0.8401 | pairs 10
https://openaddict.com/skills/affaan-m-brand-voice | affaan-m/ECC/skills/brand-voice@d8409a4b0813771235555e32e3d8046a73988bfa | voice | injectedContextTokens with 1122 without 0 | claude-haiku-4-5 | paired | instrument api | baseline none | Stable | delta 0.6000 | interval 0.0773 1.1227 | pairs 10
https://openaddict.com/skills/affaan-m-brand-voice | affaan-m/ECC/skills/brand-voice@d8409a4b0813771235555e32e3d8046a73988bfa | voice | injectedContextTokens with 1122 without 0 | gemini-3.1-flash-lite | paired | instrument api | baseline none | Stable | delta 0.6000 | interval 0.0773 1.1227 | pairs 10
https://openaddict.com/skills/affaan-m-brand-voice | affaan-m/ECC/skills/brand-voice@d8409a4b0813771235555e32e3d8046a73988bfa | voice | injectedContextTokens with 1122 without 0 | gpt-5-mini | paired | instrument api | baseline none | Stable | delta 0.6000 | interval 0.0773 1.1227 | pairs 10
https://openaddict.com/skills/rampstackco-code-review-web | rampstackco/claude-skills/skills/code-review-web@a67dd34c609f034c0cfd736a348659bbdf1605bf | code-review | injectedContextTokens with 7315 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.1383 | interval -0.2793 0.0026 | pairs 10
https://openaddict.com/skills/rampstackco-code-review-web | rampstackco/claude-skills/skills/code-review-web@a67dd34c609f034c0cfd736a348659bbdf1605bf | code-review | injectedContextTokens with 7315 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0083 | interval -0.1001 0.0835 | pairs 10
https://openaddict.com/skills/rampstackco-code-review-web | rampstackco/claude-skills/skills/code-review-web@a67dd34c609f034c0cfd736a348659bbdf1605bf | code-review | injectedContextTokens with 7315 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/rampstackco-code-review-web | rampstackco/claude-skills/skills/code-review-web@a67dd34c609f034c0cfd736a348659bbdf1605bf | code-review | injectedContextTokens with 7315 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0183 | interval -0.1690 0.2057 | pairs 10
https://openaddict.com/skills/rampstackco-code-review-web | rampstackco/claude-skills/skills/code-review-web@a67dd34c609f034c0cfd736a348659bbdf1605bf | code-review | injectedContextTokens with 7315 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/rampstackco-code-review-web | rampstackco/claude-skills/skills/code-review-web@a67dd34c609f034c0cfd736a348659bbdf1605bf | code-review | injectedContextTokens with 7315 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0400 | interval -0.0123 0.0923 | pairs 10
https://openaddict.com/skills/openclaw-skill-creator | openclaw/openclaw/skills/skill-creator@61b08f0ebb7a88acf41ff24d6cd45eff7474e0ff | skill-authoring | injectedContextTokens with 546 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Stable | delta 0.2545 | interval 0.1196 0.3895 | pairs 10
https://openaddict.com/skills/openclaw-skill-creator | openclaw/openclaw/skills/skill-creator@61b08f0ebb7a88acf41ff24d6cd45eff7474e0ff | skill-authoring | injectedContextTokens with 546 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.1924 | interval 0.1370 0.2479 | pairs 10
https://openaddict.com/skills/openclaw-skill-creator | openclaw/openclaw/skills/skill-creator@61b08f0ebb7a88acf41ff24d6cd45eff7474e0ff | skill-authoring | injectedContextTokens with 546 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/openclaw-skill-creator | openclaw/openclaw/skills/skill-creator@61b08f0ebb7a88acf41ff24d6cd45eff7474e0ff | skill-authoring | injectedContextTokens with 546 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | Stable | delta 0.3455 | interval 0.2366 0.4543 | pairs 10
https://openaddict.com/skills/openclaw-skill-creator | openclaw/openclaw/skills/skill-creator@61b08f0ebb7a88acf41ff24d6cd45eff7474e0ff | skill-authoring | injectedContextTokens with 546 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/openclaw-skill-creator | openclaw/openclaw/skills/skill-creator@61b08f0ebb7a88acf41ff24d6cd45eff7474e0ff | skill-authoring | injectedContextTokens with 546 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/yusufkaraaslan-skill-builder | yusufkaraaslan/Skill_Seekers/distribution/claude-plugin/skills/skill-builder@f3972efa33fa79634b96936acf1fac321cdcf7c1 | skill-authoring | injectedContextTokens with 1039 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Stable | delta 0.2545 | interval 0.1196 0.3895 | pairs 10
https://openaddict.com/skills/yusufkaraaslan-skill-builder | yusufkaraaslan/Skill_Seekers/distribution/claude-plugin/skills/skill-builder@f3972efa33fa79634b96936acf1fac321cdcf7c1 | skill-authoring | injectedContextTokens with 1039 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | Stable | delta 0.2727 | interval 0.1481 0.3973 | pairs 10
https://openaddict.com/skills/yusufkaraaslan-skill-builder | yusufkaraaslan/Skill_Seekers/distribution/claude-plugin/skills/skill-builder@f3972efa33fa79634b96936acf1fac321cdcf7c1 | skill-authoring | injectedContextTokens with 1039 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/yusufkaraaslan-skill-builder | yusufkaraaslan/Skill_Seekers/distribution/claude-plugin/skills/skill-builder@f3972efa33fa79634b96936acf1fac321cdcf7c1 | skill-authoring | injectedContextTokens with 1039 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | Stable | delta 0.4000 | interval 0.2931 0.5069 | pairs 10
https://openaddict.com/skills/yusufkaraaslan-skill-builder | yusufkaraaslan/Skill_Seekers/distribution/claude-plugin/skills/skill-builder@f3972efa33fa79634b96936acf1fac321cdcf7c1 | skill-authoring | injectedContextTokens with 1039 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/yusufkaraaslan-skill-builder | yusufkaraaslan/Skill_Seekers/distribution/claude-plugin/skills/skill-builder@f3972efa33fa79634b96936acf1fac321cdcf7c1 | skill-authoring | injectedContextTokens with 1039 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/wshobson-wcag-audit-patterns | wshobson/agents/plugins/accessibility-compliance/skills/wcag-audit-patterns@38e19c20d2b154510b0e624a2e3e186b19b5c527 | accessibility-audit | injectedContextTokens with 2926 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta 0.0167 | interval -0.1513 0.1847 | pairs 10
https://openaddict.com/skills/wshobson-wcag-audit-patterns | wshobson/agents/plugins/accessibility-compliance/skills/wcag-audit-patterns@38e19c20d2b154510b0e624a2e3e186b19b5c527 | accessibility-audit | injectedContextTokens with 2926 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0867 | interval -0.1544 0.3277 | pairs 10
https://openaddict.com/skills/wshobson-wcag-audit-patterns | wshobson/agents/plugins/accessibility-compliance/skills/wcag-audit-patterns@38e19c20d2b154510b0e624a2e3e186b19b5c527 | accessibility-audit | injectedContextTokens with 2926 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0200 | interval -0.0592 0.0192 | pairs 10
https://openaddict.com/skills/wshobson-wcag-audit-patterns | wshobson/agents/plugins/accessibility-compliance/skills/wcag-audit-patterns@38e19c20d2b154510b0e624a2e3e186b19b5c527 | accessibility-audit | injectedContextTokens with 2926 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.1308 | interval 0.0214 0.2403 | pairs 10
https://openaddict.com/skills/wshobson-wcag-audit-patterns | wshobson/agents/plugins/accessibility-compliance/skills/wcag-audit-patterns@38e19c20d2b154510b0e624a2e3e186b19b5c527 | accessibility-audit | injectedContextTokens with 2926 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0667 | interval -0.2137 0.0804 | pairs 10
https://openaddict.com/skills/wshobson-wcag-audit-patterns | wshobson/agents/plugins/accessibility-compliance/skills/wcag-audit-patterns@38e19c20d2b154510b0e624a2e3e186b19b5c527 | accessibility-audit | injectedContextTokens with 2926 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0383 | interval -0.1633 0.0866 | pairs 10
https://openaddict.com/skills/alirezarezvani-a11y-audit | alirezarezvani/claude-skills/engineering-team/a11y-audit/skills/a11y-audit@19392f7a08264ed00486a251f5b2098321771f94 | accessibility-audit | injectedContextTokens with 13228 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta 0.0900 | interval -0.0201 0.2001 | pairs 10
https://openaddict.com/skills/alirezarezvani-a11y-audit | alirezarezvani/claude-skills/engineering-team/a11y-audit/skills/a11y-audit@19392f7a08264ed00486a251f5b2098321771f94 | accessibility-audit | injectedContextTokens with 13228 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0258 | interval -0.1536 0.1020 | pairs 10
https://openaddict.com/skills/alirezarezvani-a11y-audit | alirezarezvani/claude-skills/engineering-team/a11y-audit/skills/a11y-audit@19392f7a08264ed00486a251f5b2098321771f94 | accessibility-audit | injectedContextTokens with 13228 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0200 | interval -0.0715 0.1115 | pairs 10
https://openaddict.com/skills/alirezarezvani-a11y-audit | alirezarezvani/claude-skills/engineering-team/a11y-audit/skills/a11y-audit@19392f7a08264ed00486a251f5b2098321771f94 | accessibility-audit | injectedContextTokens with 13228 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | Stable | delta 0.2050 | interval 0.0974 0.3126 | pairs 10
https://openaddict.com/skills/alirezarezvani-a11y-audit | alirezarezvani/claude-skills/engineering-team/a11y-audit/skills/a11y-audit@19392f7a08264ed00486a251f5b2098321771f94 | accessibility-audit | injectedContextTokens with 13228 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0083 | interval -0.0776 0.0942 | pairs 10
https://openaddict.com/skills/alirezarezvani-a11y-audit | alirezarezvani/claude-skills/engineering-team/a11y-audit/skills/a11y-audit@19392f7a08264ed00486a251f5b2098321771f94 | accessibility-audit | injectedContextTokens with 13228 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0017 | interval -0.0869 0.0836 | pairs 10
https://openaddict.com/skills/phuryn-create-prd | phuryn/pm-skills/pm-execution/skills/create-prd@18468a95b427e70e258b51389796367c6f684e7d | spec-writing | injectedContextTokens with 838 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/phuryn-create-prd | phuryn/pm-skills/pm-execution/skills/create-prd@18468a95b427e70e258b51389796367c6f684e7d | spec-writing | injectedContextTokens with 838 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0000 | interval -0.0266 0.0266 | pairs 10
https://openaddict.com/skills/phuryn-create-prd | phuryn/pm-skills/pm-execution/skills/create-prd@18468a95b427e70e258b51389796367c6f684e7d | spec-writing | injectedContextTokens with 838 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0364 | interval 0.0073 0.0655 | pairs 10
https://openaddict.com/skills/phuryn-create-prd | phuryn/pm-skills/pm-execution/skills/create-prd@18468a95b427e70e258b51389796367c6f684e7d | spec-writing | injectedContextTokens with 838 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0182 | interval -0.0175 0.0538 | pairs 10
https://openaddict.com/skills/phuryn-create-prd | phuryn/pm-skills/pm-execution/skills/create-prd@18468a95b427e70e258b51389796367c6f684e7d | spec-writing | injectedContextTokens with 838 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0364 | interval 0.0073 0.0655 | pairs 10
https://openaddict.com/skills/phuryn-create-prd | phuryn/pm-skills/pm-execution/skills/create-prd@18468a95b427e70e258b51389796367c6f684e7d | spec-writing | injectedContextTokens with 838 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0182 | interval -0.0263 0.0626 | pairs 10
https://openaddict.com/skills/alirezarezvani-spec-driven-workflow | alirezarezvani/claude-skills/engineering/skills/spec-driven-workflow@19392f7a08264ed00486a251f5b2098321771f94 | spec-writing | injectedContextTokens with 14441 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/alirezarezvani-spec-driven-workflow | alirezarezvani/claude-skills/engineering/skills/spec-driven-workflow@19392f7a08264ed00486a251f5b2098321771f94 | spec-writing | injectedContextTokens with 14441 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0091 | interval -0.0765 0.0584 | pairs 10
https://openaddict.com/skills/alirezarezvani-spec-driven-workflow | alirezarezvani/claude-skills/engineering/skills/spec-driven-workflow@19392f7a08264ed00486a251f5b2098321771f94 | spec-writing | injectedContextTokens with 14441 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.1364 | interval -0.1661 -0.1067 | pairs 10
https://openaddict.com/skills/alirezarezvani-spec-driven-workflow | alirezarezvani/claude-skills/engineering/skills/spec-driven-workflow@19392f7a08264ed00486a251f5b2098321771f94 | spec-writing | injectedContextTokens with 14441 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0182 | interval -0.0764 0.0400 | pairs 10
https://openaddict.com/skills/alirezarezvani-spec-driven-workflow | alirezarezvani/claude-skills/engineering/skills/spec-driven-workflow@19392f7a08264ed00486a251f5b2098321771f94 | spec-writing | injectedContextTokens with 14441 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0091 | interval -0.0411 0.0229 | pairs 10
https://openaddict.com/skills/alirezarezvani-spec-driven-workflow | alirezarezvani/claude-skills/engineering/skills/spec-driven-workflow@19392f7a08264ed00486a251f5b2098321771f94 | spec-writing | injectedContextTokens with 14441 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0455 | interval -0.0853 -0.0056 | pairs 10
https://openaddict.com/skills/addyosmani-spec-driven-development | addyosmani/agent-skills/skills/spec-driven-development@d2c37ef6225dd8726cdd369a8030307f48592d26 | spec-writing | injectedContextTokens with 2837 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/addyosmani-spec-driven-development | addyosmani/agent-skills/skills/spec-driven-development@d2c37ef6225dd8726cdd369a8030307f48592d26 | spec-writing | injectedContextTokens with 2837 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0000 | interval -0.0531 0.0531 | pairs 10
https://openaddict.com/skills/addyosmani-spec-driven-development | addyosmani/agent-skills/skills/spec-driven-development@d2c37ef6225dd8726cdd369a8030307f48592d26 | spec-writing | injectedContextTokens with 2837 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval -0.0266 0.0266 | pairs 10
https://openaddict.com/skills/addyosmani-spec-driven-development | addyosmani/agent-skills/skills/spec-driven-development@d2c37ef6225dd8726cdd369a8030307f48592d26 | spec-writing | injectedContextTokens with 2837 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0455 | interval -0.0752 -0.0158 | pairs 10
https://openaddict.com/skills/addyosmani-spec-driven-development | addyosmani/agent-skills/skills/spec-driven-development@d2c37ef6225dd8726cdd369a8030307f48592d26 | spec-writing | injectedContextTokens with 2837 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/addyosmani-spec-driven-development | addyosmani/agent-skills/skills/spec-driven-development@d2c37ef6225dd8726cdd369a8030307f48592d26 | spec-writing | injectedContextTokens with 2837 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0364 | interval -0.0655 -0.0073 | pairs 10
https://openaddict.com/skills/github-prd | github/awesome-copilot/skills/prd@c956566a35c3c2e635f019e7a1bfa59d9497e8b1 | spec-writing | injectedContextTokens with 1016 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Unobservable | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/github-prd | github/awesome-copilot/skills/prd@c956566a35c3c2e635f019e7a1bfa59d9497e8b1 | spec-writing | injectedContextTokens with 1016 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0636 | interval -0.2116 0.0844 | pairs 10
https://openaddict.com/skills/github-prd | github/awesome-copilot/skills/prd@c956566a35c3c2e635f019e7a1bfa59d9497e8b1 | spec-writing | injectedContextTokens with 1016 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0091 | interval -0.0507 0.0325 | pairs 10
https://openaddict.com/skills/github-prd | github/awesome-copilot/skills/prd@c956566a35c3c2e635f019e7a1bfa59d9497e8b1 | spec-writing | injectedContextTokens with 1016 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0182 | interval -0.0056 0.0419 | pairs 10
https://openaddict.com/skills/github-prd | github/awesome-copilot/skills/prd@c956566a35c3c2e635f019e7a1bfa59d9497e8b1 | spec-writing | injectedContextTokens with 1016 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/github-prd | github/awesome-copilot/skills/prd@c956566a35c3c2e635f019e7a1bfa59d9497e8b1 | spec-writing | injectedContextTokens with 1016 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0182 | interval -0.0263 0.0626 | pairs 10
https://openaddict.com/skills/alirezarezvani-seo-audit | alirezarezvani/claude-skills/marketing-skill/skills/seo-audit@19392f7a08264ed00486a251f5b2098321771f94 | on-page-audit | injectedContextTokens with 4896 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta 0.0700 | interval -0.0314 0.1714 | pairs 10
https://openaddict.com/skills/alirezarezvani-seo-audit | alirezarezvani/claude-skills/marketing-skill/skills/seo-audit@19392f7a08264ed00486a251f5b2098321771f94 | on-page-audit | injectedContextTokens with 4896 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0357 | interval -0.1110 0.0395 | pairs 10
https://openaddict.com/skills/alirezarezvani-seo-audit | alirezarezvani/claude-skills/marketing-skill/skills/seo-audit@19392f7a08264ed00486a251f5b2098321771f94 | on-page-audit | injectedContextTokens with 4896 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/alirezarezvani-seo-audit | alirezarezvani/claude-skills/marketing-skill/skills/seo-audit@19392f7a08264ed00486a251f5b2098321771f94 | on-page-audit | injectedContextTokens with 4896 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0214 | interval -0.3021 0.3449 | pairs 10
https://openaddict.com/skills/alirezarezvani-seo-audit | alirezarezvani/claude-skills/marketing-skill/skills/seo-audit@19392f7a08264ed00486a251f5b2098321771f94 | on-page-audit | injectedContextTokens with 4896 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0333 | interval -0.1428 0.0761 | pairs 10
https://openaddict.com/skills/alirezarezvani-seo-audit | alirezarezvani/claude-skills/marketing-skill/skills/seo-audit@19392f7a08264ed00486a251f5b2098321771f94 | on-page-audit | injectedContextTokens with 4896 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0974 | interval -0.0567 0.2514 | pairs 10
https://openaddict.com/skills/samber-tone-of-voice-creator | samber/cc-skills/skills/copywriting-tone-of-voice-creator@62bbac4f2f0c0eceab665c6ebdc98c992009c957 | voice | injectedContextTokens with 20736 without 0 | not measured
https://openaddict.com/skills/mattpocock-code-review | mattpocock/skills/skills/engineering/code-review@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 | code-review | injectedContextTokens with 1545 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.1000 | interval -0.1929 -0.0071 | pairs 10
https://openaddict.com/skills/mattpocock-code-review | mattpocock/skills/skills/engineering/code-review@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 | code-review | injectedContextTokens with 1545 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.1350 | interval -0.1947 -0.0753 | pairs 10
https://openaddict.com/skills/mattpocock-code-review | mattpocock/skills/skills/engineering/code-review@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 | code-review | injectedContextTokens with 1545 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0167 | interval -0.0160 0.0493 | pairs 10
https://openaddict.com/skills/mattpocock-code-review | mattpocock/skills/skills/engineering/code-review@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 | code-review | injectedContextTokens with 1545 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0117 | interval -0.0771 0.1004 | pairs 10
https://openaddict.com/skills/mattpocock-code-review | mattpocock/skills/skills/engineering/code-review@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 | code-review | injectedContextTokens with 1545 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0200 | interval -0.0192 0.0592 | pairs 10
https://openaddict.com/skills/mattpocock-code-review | mattpocock/skills/skills/engineering/code-review@6654f6b60cd9d5be8b54c6fafe44346dabeb3b76 | code-review | injectedContextTokens with 1545 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval -0.0487 0.0487 | pairs 10
https://openaddict.com/skills/alirezarezvani-pr-review-expert | alirezarezvani/claude-skills/engineering/skills/pr-review-expert@19392f7a08264ed00486a251f5b2098321771f94 | code-review | injectedContextTokens with 2954 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.0133 | interval -0.0995 0.0728 | pairs 10
https://openaddict.com/skills/alirezarezvani-pr-review-expert | alirezarezvani/claude-skills/engineering/skills/pr-review-expert@19392f7a08264ed00486a251f5b2098321771f94 | code-review | injectedContextTokens with 2954 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0783 | interval -0.1944 0.0377 | pairs 10
https://openaddict.com/skills/alirezarezvani-pr-review-expert | alirezarezvani/claude-skills/engineering/skills/pr-review-expert@19392f7a08264ed00486a251f5b2098321771f94 | code-review | injectedContextTokens with 2954 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0167 | interval -0.0493 0.0160 | pairs 10
https://openaddict.com/skills/alirezarezvani-pr-review-expert | alirezarezvani/claude-skills/engineering/skills/pr-review-expert@19392f7a08264ed00486a251f5b2098321771f94 | code-review | injectedContextTokens with 2954 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0517 | interval -0.3170 0.2136 | pairs 10
https://openaddict.com/skills/alirezarezvani-pr-review-expert | alirezarezvani/claude-skills/engineering/skills/pr-review-expert@19392f7a08264ed00486a251f5b2098321771f94 | code-review | injectedContextTokens with 2954 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0167 | interval -0.0493 0.0160 | pairs 10
https://openaddict.com/skills/alirezarezvani-pr-review-expert | alirezarezvani/claude-skills/engineering/skills/pr-review-expert@19392f7a08264ed00486a251f5b2098321771f94 | code-review | injectedContextTokens with 2954 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0167 | interval -0.0661 0.0995 | pairs 10
https://openaddict.com/skills/addyosmani-code-review-and-quality | addyosmani/agent-skills/skills/code-review-and-quality@d2c37ef6225dd8726cdd369a8030307f48592d26 | code-review | injectedContextTokens with 4812 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.0500 | interval -0.1410 0.0410 | pairs 10
https://openaddict.com/skills/addyosmani-code-review-and-quality | addyosmani/agent-skills/skills/code-review-and-quality@d2c37ef6225dd8726cdd369a8030307f48592d26 | code-review | injectedContextTokens with 4812 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0433 | interval -0.1630 0.0764 | pairs 10
https://openaddict.com/skills/addyosmani-code-review-and-quality | addyosmani/agent-skills/skills/code-review-and-quality@d2c37ef6225dd8726cdd369a8030307f48592d26 | code-review | injectedContextTokens with 4812 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/addyosmani-code-review-and-quality | addyosmani/agent-skills/skills/code-review-and-quality@d2c37ef6225dd8726cdd369a8030307f48592d26 | code-review | injectedContextTokens with 4812 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0000 | interval -0.1026 0.1026 | pairs 10
https://openaddict.com/skills/addyosmani-code-review-and-quality | addyosmani/agent-skills/skills/code-review-and-quality@d2c37ef6225dd8726cdd369a8030307f48592d26 | code-review | injectedContextTokens with 4812 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0200 | interval -0.0192 0.0592 | pairs 10
https://openaddict.com/skills/addyosmani-code-review-and-quality | addyosmani/agent-skills/skills/code-review-and-quality@d2c37ef6225dd8726cdd369a8030307f48592d26 | code-review | injectedContextTokens with 4812 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0133 | interval -0.0932 0.0665 | pairs 10
https://openaddict.com/skills/jeffallan-code-reviewer | Jeffallan/claude-skills/skills/code-reviewer@882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf | code-review | injectedContextTokens with 7533 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.0533 | interval -0.1406 0.0339 | pairs 10
https://openaddict.com/skills/jeffallan-code-reviewer | Jeffallan/claude-skills/skills/code-reviewer@882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf | code-review | injectedContextTokens with 7533 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0483 | interval -0.0566 0.1533 | pairs 10
https://openaddict.com/skills/jeffallan-code-reviewer | Jeffallan/claude-skills/skills/code-reviewer@882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf | code-review | injectedContextTokens with 7533 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/jeffallan-code-reviewer | Jeffallan/claude-skills/skills/code-reviewer@882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf | code-review | injectedContextTokens with 7533 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0050 | interval -0.0965 0.1065 | pairs 10
https://openaddict.com/skills/jeffallan-code-reviewer | Jeffallan/claude-skills/skills/code-reviewer@882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf | code-review | injectedContextTokens with 7533 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0200 | interval -0.0192 0.0592 | pairs 10
https://openaddict.com/skills/jeffallan-code-reviewer | Jeffallan/claude-skills/skills/code-reviewer@882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf | code-review | injectedContextTokens with 7533 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0033 | interval -0.0571 0.0504 | pairs 10
https://openaddict.com/skills/everyinc-ce-code-review | EveryInc/compound-engineering-plugin/skills/ce-code-review@c9c10f8c75412c7232cb2bd663e5fd1cea98d84e | code-review | injectedContextTokens with 76056 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | Past the horizon | delta -0.5917 | interval -0.7400 -0.4434 | pairs 10
https://openaddict.com/skills/everyinc-ce-code-review | EveryInc/compound-engineering-plugin/skills/ce-code-review@c9c10f8c75412c7232cb2bd663e5fd1cea98d84e | code-review | injectedContextTokens with 76056 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0167 | interval -0.1127 0.0794 | pairs 10
https://openaddict.com/skills/everyinc-ce-code-review | EveryInc/compound-engineering-plugin/skills/ce-code-review@c9c10f8c75412c7232cb2bd663e5fd1cea98d84e | code-review | injectedContextTokens with 76056 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0083 | interval -0.0535 0.0702 | pairs 10
https://openaddict.com/skills/everyinc-ce-code-review | EveryInc/compound-engineering-plugin/skills/ce-code-review@c9c10f8c75412c7232cb2bd663e5fd1cea98d84e | code-review | injectedContextTokens with 76056 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.1417 | interval -0.3189 0.0356 | pairs 10
https://openaddict.com/skills/everyinc-ce-code-review | EveryInc/compound-engineering-plugin/skills/ce-code-review@c9c10f8c75412c7232cb2bd663e5fd1cea98d84e | code-review | injectedContextTokens with 76056 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/everyinc-ce-code-review | EveryInc/compound-engineering-plugin/skills/ce-code-review@c9c10f8c75412c7232cb2bd663e5fd1cea98d84e | code-review | injectedContextTokens with 76056 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0667 | interval -0.1596 0.0262 | pairs 10
https://openaddict.com/skills/wshobson-code-review-excellence | wshobson/agents/plugins/developer-essentials/skills/code-review-excellence@38e19c20d2b154510b0e624a2e3e186b19b5c527 | code-review | injectedContextTokens with 3086 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta 0.0100 | interval -0.0949 0.1149 | pairs 10
https://openaddict.com/skills/wshobson-code-review-excellence | wshobson/agents/plugins/developer-essentials/skills/code-review-excellence@38e19c20d2b154510b0e624a2e3e186b19b5c527 | code-review | injectedContextTokens with 3086 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta 0.0150 | interval -0.2106 0.2406 | pairs 10
https://openaddict.com/skills/wshobson-code-review-excellence | wshobson/agents/plugins/developer-essentials/skills/code-review-excellence@38e19c20d2b154510b0e624a2e3e186b19b5c527 | code-review | injectedContextTokens with 3086 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0567 | interval -0.1135 0.0002 | pairs 10
https://openaddict.com/skills/wshobson-code-review-excellence | wshobson/agents/plugins/developer-essentials/skills/code-review-excellence@38e19c20d2b154510b0e624a2e3e186b19b5c527 | code-review | injectedContextTokens with 3086 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0717 | interval -0.1330 0.2763 | pairs 10
https://openaddict.com/skills/wshobson-code-review-excellence | wshobson/agents/plugins/developer-essentials/skills/code-review-excellence@38e19c20d2b154510b0e624a2e3e186b19b5c527 | code-review | injectedContextTokens with 3086 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0200 | interval -0.0192 0.0592 | pairs 10
https://openaddict.com/skills/wshobson-code-review-excellence | wshobson/agents/plugins/developer-essentials/skills/code-review-excellence@38e19c20d2b154510b0e624a2e3e186b19b5c527 | code-review | injectedContextTokens with 3086 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta -0.0167 | interval -0.0836 0.0503 | pairs 10
https://openaddict.com/skills/open-gsd-code-review | open-gsd/gsd-core/skills/gsd-code-review@6beaa66b2587e9d7352414a50746b05a96122b77 | code-review | injectedContextTokens with 645 without 0 | gemini-3.1-flash-lite | deterministic | instrument api | baseline instruction | In free drift | delta -0.0700 | interval -0.1647 0.0247 | pairs 10
https://openaddict.com/skills/open-gsd-code-review | open-gsd/gsd-core/skills/gsd-code-review@6beaa66b2587e9d7352414a50746b05a96122b77 | code-review | injectedContextTokens with 645 without 0 | gpt-5-mini | deterministic | instrument api | baseline instruction | In free drift | delta -0.0333 | interval -0.1336 0.0669 | pairs 10
https://openaddict.com/skills/open-gsd-code-review | open-gsd/gsd-core/skills/gsd-code-review@6beaa66b2587e9d7352414a50746b05a96122b77 | code-review | injectedContextTokens with 645 without 0 | claude-fable-5-1 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/open-gsd-code-review | open-gsd/gsd-core/skills/gsd-code-review@6beaa66b2587e9d7352414a50746b05a96122b77 | code-review | injectedContextTokens with 645 without 0 | claude-haiku-4-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0317 | interval -0.1040 0.1674 | pairs 10
https://openaddict.com/skills/open-gsd-code-review | open-gsd/gsd-core/skills/gsd-code-review@6beaa66b2587e9d7352414a50746b05a96122b77 | code-review | injectedContextTokens with 645 without 0 | claude-opus-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0000 | interval 0.0000 0.0000 | pairs 10
https://openaddict.com/skills/open-gsd-code-review | open-gsd/gsd-core/skills/gsd-code-review@6beaa66b2587e9d7352414a50746b05a96122b77 | code-review | injectedContextTokens with 645 without 0 | claude-sonnet-5 | deterministic | instrument claude-code | run expansion-cohort | In free drift | delta 0.0033 | interval -0.0504 0.0571 | pairs 10

## repositories
https://openaddict.com/skills/repos/obra-superpowers | obra/superpowers | classes measured 0 | classes pinned not run 1 | pins 0 | distribution over classes, never one score
https://openaddict.com/skills/repos/affaan-m-ecc | affaan-m/ECC | classes measured 4 | classes pinned not run 0 | pins 4 | distribution over classes, never one score
https://openaddict.com/skills/repos/anthropics-skills | anthropics/skills | classes measured 1 | classes pinned not run 1 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/rampstackco-claude-skills | rampstackco/claude-skills | classes measured 6 | classes pinned not run 0 | pins 6 | distribution over classes, never one score
https://openaddict.com/skills/repos/wshobson-agents | wshobson/agents | classes measured 2 | classes pinned not run 0 | pins 2 | distribution over classes, never one score
https://openaddict.com/skills/repos/alirezarezvani-claude-skills | alirezarezvani/claude-skills | classes measured 4 | classes pinned not run 0 | pins 4 | distribution over classes, never one score
https://openaddict.com/skills/repos/phuryn-pm-skills | phuryn/pm-skills | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/samber-cc-skills | samber/cc-skills | classes measured 0 | classes pinned not run 1 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/openclaw-openclaw | openclaw/openclaw | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/addyosmani-agent-skills | addyosmani/agent-skills | classes measured 2 | classes pinned not run 0 | pins 2 | distribution over classes, never one score
https://openaddict.com/skills/repos/mattpocock-skills | mattpocock/skills | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/jeffallan-claude-skills | Jeffallan/claude-skills | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/github-awesome-copilot | github/awesome-copilot | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/everyinc-compound-engineering-plugin | EveryInc/compound-engineering-plugin | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/open-gsd-gsd-core | open-gsd/gsd-core | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score
https://openaddict.com/skills/repos/yusufkaraaslan-skill-seekers | yusufkaraaslan/Skill_Seekers | classes measured 1 | classes pinned not run 0 | pins 1 | distribution over classes, never one score