scout
Research the web for solutions, competitors, alternatives, or prior art for a decision facing this project — then store the findings in project memory so they…
Skill by TheWinci
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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/thewinci-scout
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: research
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/scout
What's inside
- Skill name
scout- Description
- Research the web for solutions, competitors, alternatives, or prior art for a decision facing this project — then store the findings in project memory so they survive the session. Use when choosing a library or approach, comparing tools, checking what others do, or evaluating whether to build vs adopt.
- License
- Apache-2.0
- Instructions
- 14 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Scout Goal: a sourced recommendation for a project decision — and it persists. Web research evaporates; the point of this skill is that the comparison and the *why* land in mimirs memory, so a later session recalls "we evaluated X vs Y and picked Y" instead of re-researching. Where `research` answers a question from the codebase and `deep-research` writes a generic report, scout weighs external options against *this* project and records the verdict. 1. **Frame the decision** — name what's being chosen and the constraints. Ground it in the project: `search`/`read_relevant` for what we already use (stack, existing deps, conventions) so the recommendation actually fits. A fast option that doesn't match the stack is not a real option. 2. **Search the web** — `WebSearch` for solutions, competitors, alternatives, and prior art. Cast wide first, then narrow to the serious contenders. 3. **Dig into contenders** — `WebFetch` the primary sources (docs, repos, release notes) for the specifics that decide it: features, tradeoffs, maturity, license, last release / activity, and known issues. Prefer source over summaries. 4. **Test fit** — for each contender, check it against the project from step 1: does it match the stack, the constraints, the conventions? `read_relevant` the code it would touch. 5. **Compare** — a short table: option, key tradeoffs, maturity/license, fit for this project. Pick one, with the reason. 6. **Persist** — `create_checkpoint` (type `decision`) with the comparison, the choice, and why — this is the durable record; stamp the date and the versions you checked, since web facts go stale. `annotate` a file **only** when a finding pins to specific code (a CVE on the import site, a deprecated API on the call site) — not for general option notes, which have no file to anchor to. Finish: the recommendation with its tradeoffs and source links, and confirm it's saved as a checkpoint (with date + versions) so a future session can recall the decision. Flag findings likely to age out.
From TheWinci/mimirs, Apache-2.0.
More from TheWinci/mimirs
- 0.561score
wiki
TheWinci
Rebuild a flow-first project wiki using the mimirs wiki MCP tool.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
recall
TheWinci
Answer "why" and "when" questions about a project's decisions — the intent behind a past choice, when it was made, what was tried before and rejected.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
research
TheWinci
Answer a hard, open-ended question about how the project works or is built by synthesizing every source — code, structure, git history, prior decisions…
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
debug
TheWinci
Trace a bug, error, or regression to its root cause.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
doc-gaps
TheWinci
Find what's underdocumented or hard to retrieve in a project — the topics people search for but don't find.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
explore
TheWinci
Build an accurate mental model of an unfamiliar codebase, feature, or area before changing it — where it lives, how it connects, what it does, and why.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
handoff
TheWinci
Wrap up a work session so the next session (or another agent) can pick up cleanly — what was done, what's in flight, what to watch out for.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
plan
TheWinci
Design an implementation plan before writing code — where the change lands, what it will touch, what could break, and the steps in order.
SkillCFreshness: C★ 30Claude Code +9 - 0.553score
review
TheWinci
Assess the blast radius of a change and review a diff — what it touches, what could break, which tests to run, and the prior decisions behind it.
SkillCFreshness: C★ 30Claude Code +9 - 0.553score
catch-up
TheWinci
Get oriented on a project's current state when starting or resuming work — what's changed, what's in flight, and the recent decisions.
SkillCFreshness: C★ 30Claude Code +9
Signals
- Stars
- 30
- Forks
- 3
- Open issues
- 0
- Last commit (this folder)
- Jun 5, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/TheWinci/mimirs
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from TheWinci
- 0.561score
wiki
TheWinci
Rebuild a flow-first project wiki using the mimirs wiki MCP tool.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
recall
TheWinci
Answer "why" and "when" questions about a project's decisions — the intent behind a past choice, when it was made, what was tried before and rejected.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
research
TheWinci
Answer a hard, open-ended question about how the project works or is built by synthesizing every source — code, structure, git history, prior decisions…
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
debug
TheWinci
Trace a bug, error, or regression to its root cause.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
doc-gaps
TheWinci
Find what's underdocumented or hard to retrieve in a project — the topics people search for but don't find.
SkillCFreshness: C★ 30Claude Code +9 - 0.556score
explore
TheWinci
Build an accurate mental model of an unfamiliar codebase, feature, or area before changing it — where it lives, how it connects, what it does, and why.
SkillCFreshness: C★ 30Claude Code +9
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Cite this page
scout skill. Agent Mart. https://agentmart.dev/skills/thewinci-scout (last updated 2026-10-24)