decision-analyze
Structured analysis of a decision — for each option list pros/cons, effort, risk, milestone alignment, and reversibility, then produce a recommendation (user…
Skill by Shiien
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/shiien-decision-analyze
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: design
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/decision-analyze
What's inside
- Skill name
decision-analyze- Description
- Structured analysis of a decision — for each option list pros/cons, effort, risk, milestone alignment, and reversibility, then produce a recommendation (user still decides). Includes a CONVERGE mode (absorbed the former design-converge skill) for design/architecture choices — a weighted criteria matrix (novelty/feasibility/alignment/risk) with recommendation, key risk, and first concrete step. Triggers on "should I do X or Y?", "which approach is better?", "weigh these options", "how should we implement X?", or after the idea skill's EXPLORE mode surfaces directions.
- License
- MIT
- Instructions
- 35 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# decision-analyze **Trigger**: User weighs options, asks "should I do X or Y?", considers pivoting, or needs to converge on a design/architecture among concrete options. ## Mode: ANALYZE (default) — "should I do X or Y?" 1. Identify the decision and options. 2. Per option: pros/cons, effort estimate, risk level, alignment with current milestones, reversibility. 3. Present the comparison table + a recommendation with reasoning. 4. Analysis only — the user decides. ## Mode: CONVERGE — "how should we implement X?", design/architecture choices (absorbed from `design-converge`) 1. Clarify scope: what is being decided (algorithm/architecture/framework) and the concrete options (from the `idea` skill's EXPLORE mode or user). 2. Build the weighted criteria matrix — weights from project phase and timeline pressure: `| Criterion (novelty / feasibility / alignment / risk) | Weight | Option A | B | C |` 3. Recommend: **Recommendation** (top option), **Rationale** (2-3 sentences citing scores), **Key risk** + mitigation, **First concrete step**. 4. Record the decision context regardless of acceptance. **Inputs**: decision context + options **Outputs**: analysis / criteria matrix (inline) **Token**: ~2-5K **Composition**: decision made → record in the owning state file (`RESEARCH_STATE.md` for scientific direction, `checklist` for deliverable commitments, `memory` write mode only for durable non-scientific policy); rejected → refine criteria or back to `idea` (explore mode).
From Shiien/Self-Evolved-Research-Framework, MIT.
More from Shiien/Self-Evolved-Research-Framework
- 0.534score
checklist
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All checklist-tree write operations in one mode-based skill — CREATE (add a leaf or branch task with L2 sub-checklist / paper audit template), UPDATE (mark…
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
code
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Code-workflow scaffolding in one mode-based skill — BRANCH (git branch/worktree isolation with exp|feat|fix prefixes), ROADMAP (step-by-step implementation…
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
experiment-dse
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Design-space exploration — systematic hyperparameter sweep over a search space defined by an `experiment-plan`.
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
experiment-analyze
Shiien
The EVALUATE stage of the research loop.
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
paper-read
Shiien
Read a research paper (arXiv link, PDF, or pasted text) and produce structured reading notes saved to resources/papers/.
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
experiment-plan
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Design the full experimental spec before any runs — map paper claims to experiments, define independent / dependent variables, pin baselines, schedule…
SkillCFreshness: C★ 7Claude Code +9 - 0.530score
experiment-monitor
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Thin wrapper over `python -m harness ext-status` for monitoring external GPU runs.
SkillCFreshness: C★ 7Claude Code +9 - 0.530score
experiment-run
Shiien
Launch a training / experiment run.
SkillCFreshness: C★ 7Claude Code +9 - 0.469score
paper-lit-search
Shiien
Multi-source literature search — query arXiv + Semantic Scholar + the local `resources/papers/` library for a topic, dedupe across sources, rank by relevance…
SkillDFreshness: D★ 7Claude Code +9 - 0.469score
peer-review-correctness
Shiien
Stage 4 of the peer-review pipeline.
SkillDFreshness: D★ 7Claude Code +9 - 0.469score
peer-review-critique
Shiien
Stage 6 of the peer-review pipeline.
SkillDFreshness: D★ 7Claude Code +9 - 0.469score
peer-review-evaluations
Shiien
Stage 3 of the peer-review pipeline.
SkillDFreshness: D★ 7Claude Code +9
Signals
- Stars
- 7
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Jul 13, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Shiien
- 0.534score
checklist
Shiien
All checklist-tree write operations in one mode-based skill — CREATE (add a leaf or branch task with L2 sub-checklist / paper audit template), UPDATE (mark…
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
experiment-dse
Shiien
Design-space exploration — systematic hyperparameter sweep over a search space defined by an `experiment-plan`.
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
code
Shiien
Code-workflow scaffolding in one mode-based skill — BRANCH (git branch/worktree isolation with exp|feat|fix prefixes), ROADMAP (step-by-step implementation…
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
experiment-plan
Shiien
Design the full experimental spec before any runs — map paper claims to experiments, define independent / dependent variables, pin baselines, schedule…
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
paper-read
Shiien
Read a research paper (arXiv link, PDF, or pasted text) and produce structured reading notes saved to resources/papers/.
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
experiment-analyze
Shiien
The EVALUATE stage of the research loop.
SkillCFreshness: C★ 7Claude Code +9
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Cite this page
decision-analyze skill. Agent Mart. https://agentmart.dev/skills/shiien-decision-analyze (last updated 2026-10-24)