/ase-meta-evaluate
Evaluate alternatives through a weighted multi-criteria decision matrix. Use when the user calls for the *evaluation* of *alternatives*, wants to *compare* things, or asks what the best is from a list of choices.
Claude Code
$ npx -y skills add rse/ase --skill ase-meta-evaluate --agent claude-code
Codex
$ npx skills add rse/ase --skill ase-meta-evaluate -a codex -y
Cursor
$ npx skills add rse/ase --skill ase-meta-evaluate -a cursor -y
Gemini CLI
$ npx skills add rse/ase --skill ase-meta-evaluate -a gemini-cli -y
GitHub Copilot
$ npx skills add rse/ase --skill ase-meta-evaluate -a github-copilot -y
OpenCode
$ npx skills add rse/ase --skill ase-meta-evaluate -a opencode -y
Windsurf
$ npx skills add rse/ase --skill ase-meta-evaluate -a windsurf -y
SKILL.md
ase-meta-evaluate.SKILL.mdname: ase-meta-evaluate
argument-hint: "[--help|-h] <request>"
description: >
Evaluate alternatives through a weighted multi-criteria decision
matrix. Use when the user calls for the *evaluation* of
*alternatives*, wants to *compare* things, or asks what the best is
from a list of choices.
user-invocable: true
disable-model-invocation: false
effort: high@${CLAUDE_SKILL_DIR}/../../meta/ase-control.md @${CLAUDE_SKILL_DIR}/../../meta/ase-skill.md @${CLAUDE_SKILL_DIR}/../../meta/ase-getopt.md
<purpose name="ase-meta-evaluate"> Evaluate Alternatives </purpose>
<expand name="getopt" arg1="ase-meta-evaluate"> $ARGUMENTS </expand>
<objective> *Evaluate* *alternatives* through a weighted multi-*criteria* decision matrix. </objective>
<flow> 1. <step id="STEP 1: Determine Reason">
- From the <request><getopt-arguments/></request>, try to derive the overall
reason <reason/> for the evaluation. If no such reason can be derived, assume <reason>generic comparison</reason>.
- Output the determined reason with just the following <template/>
and do not output anything else:
<template> <ase-tpl-bullet-secondary/> **REASON**: *<reason/>* </template> </step>
2. <step id="STEP 2: Determine Alternatives">
- From the <request><getopt-arguments/></request> derive the two or more
alternatives <alternative-K/> (K=1-N) the user wants to be evaluated. Do not output anything.
- If fewer than two alternatives could be derived (N<2), output the
following <template/> and *stop the entire flow* immediately without executing any further steps:
<template> <ase-tpl-bullet-signal/> **ERROR: INSUFFICIENT ALTERNATIVES**: at least two are required for a comparison! </template>
- For each alternative <alternative-K/> (K=1-N), decide whether
you have all necessary information at hand to give it the proper, unique, short, and *concise name* <alternative-K/>. If you are unsure, use the `ase-meta-search` skill (at most one invocation per alternative, drawing from the *skill-wide shared budget* of at most 8 `ase-meta-search` invocations in total across STEP 2 and STEP 3 combined) to find out more and adjust the name <alternative-K/>.
If still unsure after the shared budget is exhausted, pick the best-guess concise name and proceed. Do not output anything.
- For each alternative <alternative-K/> (K=1-N), decide which *one*
of *USP* (Unique Selling Point -- what makes it unique), *Crux* (what you should notice), or *Gotcha* (what you should not stumble over) is its single most distinguishing perspective, and remember this as an <info-K/> (K=1-N) formatted like `<type/>: <hint/>` where <type/> is one of `USP`, `Crux`, or `Gotcha` and <hint/> is a 1-6 word hint. Do not output anything.
- For the set of alternatives, decide what the 1-6 word long
name of the *class of alternatives* <class-of-alternatives/> is. Do not output anything.
- For each alternative <alternative-K/> (K=1-N), decide whether
it is a genuine member of <class-of-alternatives/>. If any <alternative-K/> is *not* a member (i.e. the alternatives are not mutually comparable within a single class), output the following <template/> (repeating the `⚑` line once per non-member alternative, i.e. once for each <alternative-K/> for which the membership decision was negative) and *stop the entire flow* immediately without executing any further steps:
<template> <ase-tpl-bullet-signal/> **ERROR: INCOMPARABLE ALTERNATIVES**: *<class-of-alternatives/>*
⚑ **<alternative-K/>** (*member of a different class*) </template>
- Output the determined, individual alternatives as a Markdown
*table* with just the following <template/> and do not output anything else:
<template> <ase-tpl-bullet-normal/> **ALTERNATIVES**: *<class-of-alternatives/>*
| ⚑ *Alternative* | ⚖ *Hint* | | :--------------------- | :-------- | | ⚑ **<alternative-1/>** | <info-1/> | [...alternatives K=2-(N-1) for N>2...] | ⚑ **<alternative-N/>** | <info-N/> | </template> </step>
3. <step id="STEP 3: Derive Criteria">
- From the <request><getopt-arguments/></request>, try to derive the criteria
<criteria-L/> (L=1-M) for the evaluation. Do not output anything.
- For each criterion <criteria-L/> (L=1-M), decide on its <weight-L/>
from the value set { 4.00, 2.00, 1.00, 0.50, 0.25 } (from most important, via normal, to less important). Do not output anything.
- Ensure the final number of criteria is always within the range of
minimum 8 and maximum 12: if fewer than 8 criteria were requested, use the set of alternatives to decide on additional criteria which potentially best allow triaging the alternatives, take the <reason/> into account, and use the `ase-meta-search` skill (drawing from the *skill-wide shared budget* of at most 8 `ase-meta-search` invocations in total across STEP 2 and STEP 3 combined) to find out about the potentially still missing criteria and assign their <weight-L/>.
If still under 8 criteria after the shared budget is exhausted, fill the remaining slots from existing knowledge without further searches; if more than 12 criteria were requested, drop the criteria with the smallest <weight-L/> until 12 remain. Do not output anything.
- To prevent a single high-weight criterion from dominating the
weighted sum (the weight set is geometric ×2 while the evaluation Likert scale is linear), assign weight 4.00 to *at least one* and *at
Read more
name: ase-meta-evaluate
argument-hint: "[--help|-h] <request>"
description: >
Evaluate alternatives through a weighted multi-criteria decision
matrix. Use when the user calls for the *evaluation* of
*alternatives*, wants to *compare* things, or asks what the best is
from a list of choices.
user-invocable: true
disable-model-invocation: false
effort: high@${CLAUDE_SKILL_DIR}/../../meta/ase-control.md @${CLAUDE_SKILL_DIR}/../../meta/ase-skill.md @${CLAUDE_SKILL_DIR}/../../meta/ase-getopt.md
<purpose name="ase-meta-evaluate"> Evaluate Alternatives </purpose>
<expand name="getopt" arg1="ase-meta-evaluate"> $ARGUMENTS </expand>
<objective> *Evaluate* *alternatives* through a weighted multi-*criteria* decision matrix. </objective>
<flow> 1. <step id="STEP 1: Determine Reason">
- From the <request><getopt-arguments/></request>, try to derive the overall
reason <reason/> for the evaluation. If no such reason can be derived, assume <reason>generic comparison</reason>.
- Output the determined reason with just the following <template/>
and do not output anything else:
<template> <ase-tpl-bullet-secondary/> **REASON**: *<reason/>* </template> </step>
2. <step id="STEP 2: Determine Alternatives">
- From the <request><getopt-arguments/></request> derive the two or more
alternatives <alternative-K/> (K=1-N) the user wants to be evaluated. Do not output anything.
- If fewer than two alternatives could be derived (N<2), output the
following <template/> and *stop the entire flow* immediately without executing any further steps:
<template> <ase-tpl-bullet-signal/> **ERROR: INSUFFICIENT ALTERNATIVES**: at least two are required for a comparison! </template>
- For each alternative <alternative-K/> (K=1-N), decide whether
you have all necessary information at hand to give it the proper, unique, short, and *concise name* <alternative-K/>. If you are unsure, use the `ase-meta-search` skill (at most one invocation per alternative, drawing from the *skill-wide shared budget* of at most 8 `ase-meta-search` invocations in total across STEP 2 and STEP 3 combined) to find out more and adjust the name <alternative-K/>.
If still unsure after the shared budget is exhausted, pick the best-guess concise name and proceed. Do not output anything.
- For each alternative <alternative-K/> (K=1-N), decide which *one*
of *USP* (Unique Selling Point -- what makes it unique), *Crux* (what you should notice), or *Gotcha* (what you should not stumble over) is its single most distinguishing perspective, and remember this as an <info-K/> (K=1-N) formatted like `<type/>: <hint/>` where <type/> is one of `USP`, `Crux`, or `Gotcha` and <hint/> is a 1-6 word hint. Do not output anything.
- For the set of alternatives, decide what the 1-6 word long
name of the *class of alternatives* <class-of-alternatives/> is. Do not output anything.
- For each alternative <alternative-K/> (K=1-N), decide whether
it is a genuine member of <class-of-alternatives/>. If any <alternative-K/> is *not* a member (i.e. the alternatives are not mutually comparable within a single class), output the following <template/> (repeating the `⚑` line once per non-member alternative, i.e. once for each <alternative-K/> for which the membership decision was negative) and *stop the entire flow* immediately without executing any further steps:
<template> <ase-tpl-bullet-signal/> **ERROR: INCOMPARABLE ALTERNATIVES**: *<class-of-alternatives/>*
⚑ **<alternative-K/>** (*member of a different class*) </template>
- Output the determined, individual alternatives as a Markdown
*table* with just the following <template/> and do not output anything else:
<template> <ase-tpl-bullet-normal/> **ALTERNATIVES**: *<class-of-alternatives/>*
| ⚑ *Alternative* | ⚖ *Hint* | | :--------------------- | :-------- | | ⚑ **<alternative-1/>** | <info-1/> | [...alternatives K=2-(N-1) for N>2...] | ⚑ **<alternative-N/>** | <info-N/> | </template> </step>
3. <step id="STEP 3: Derive Criteria">
- From the <request><getopt-arguments/></request>, try to derive the criteria
<criteria-L/> (L=1-M) for the evaluation. Do not output anything.
- For each criterion <criteria-L/> (L=1-M), decide on its <weight-L/>
from the value set { 4.00, 2.00, 1.00, 0.50, 0.25 } (from most important, via normal, to less important). Do not output anything.
- Ensure the final number of criteria is always within the range of
minimum 8 and maximum 12: if fewer than 8 criteria were requested, use the set of alternatives to decide on additional criteria which potentially best allow triaging the alternatives, take the <reason/> into account, and use the `ase-meta-search` skill (drawing from the *skill-wide shared budget* of at most 8 `ase-meta-search` invocations in total across STEP 2 and STEP 3 combined) to find out about the potentially still missing criteria and assign their <weight-L/>.
If still under 8 criteria after the shared budget is exhausted, fill the remaining slots from existing knowledge without further searches; if more than 12 criteria were requested, drop the criteria with the smallest <weight-L/> until 12 remain. Do not output anything.
- To prevent a single high-weight criterion from dominating the
weighted sum (the weight set is geometric ×2 while the evaluation Likert scale is linear), assign weight 4.00 to *at least one* and *at
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Questions about ase-meta-evaluate.
- Which coding agents can use ase-meta-evaluate?
- ase-meta-evaluate installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.

