learn
Research an unfamiliar domain from primary sources into notes or a publish-ready draft, keeping contradictions visible.
Skill by therealtinhtute
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/therealtinhtute-learn
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, productivity
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 and code. 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/learn
What's inside
- Skill name
learn- Description
- Research an unfamiliar domain from primary sources into notes or a publish-ready draft, keeping contradictions visible. Use for deep dives. Not for one-URL lookups (use read).
- License
- MIT
- Compatibility
- Designed for Claude Code
- Instructions
- 42 lines in SKILL.md · view on GitHub
Files (2)
- NOTICE.md
- SKILL.md
SKILL.md (first lines)
Support the user's thinking; do not replace it.
## Mode
| Mode | Entry | Exit |
|---|---|---|
| Quick Reference (default when unsure) | Collect | Digest: notes only |
| Deep Research | Collect | Self-review: publish-ready draft |
| Write to Learn (materials supplied) | Outline | Self-review |
| Canonical Article ("one page is enough") | Collect | Self-review, plus worked examples, common mistakes and 3–5 Further Reading picks |
Ask only when two modes would change the deliverable.
## Phases
1. **Collect** — primary sources only: papers, official docs and blogs, builders' posts, reference repos. Three ordered steps:
- Discover: `read` search maps the landscape, then 2–3 deep searches on the best sub-topics. Output is a URL list.
- Fetch: every URL through `read`, which owns the cascade, privacy and paywall checks.
- File: pass `read` the source directory (default: scratchpad `learn/<topic>/sources/`); move, never refetch.
Target 5–10 sources for a post, 15–20 for a survey.
2. **Digest** — read each source fully; keep a claim only if it recurs in the source, predicts new cases, or is specific to that source rather than generic wisdom. Summarizing is not digesting.
3. **Outline** — every section names its sources; a section without one is cut or sent back to Collect.
4. **Fill in** — section by section; a section that resists writing goes back to Digest for that sub-topic only.
5. **Refine** — edits only: cut repetition, flag broken flow and unexplained terms, then run `write` to strip AI patterns.
6. **Self-review** — the user reads the draft linearly, twice; fix what they mark.
## Hard Rules
- No Fill in before every outline section has a source.
- Contradictions stay visible: state both positions and each one's evidence.
- Every factual claim cites a fetched source URL or file.
- Stop at publish readiness; never post, upload or publish unless asked.
## Output
The mode's exit artifact, its saved path, and a Sources list (URL, tier, one-line why). Prose for conclusions, a diagram only when relationships carry the point.
Defer to: `read` for every search and fetch; `write` for prose polish; `think` when the question is a decision, not a domain.From therealtinhtute/mono-harness, MIT.
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Signals
- Stars
- 5
- Forks
- 1
- Open issues
- 1
- Last commit (this folder)
- Oct 23, 2026 (5 days ago)
- Last release
- Oct 23, 2026 (6 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/therealtinhtute/mono-harness
- Website
- harness.tinhtute.me
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Design CLI interfaces (commands, flags, I/O, errors, config) and produce implementation roadmaps with framework choice and shipping strategy.
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Git operations with conventional commits.
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Reason hard before building: attack premises, run named thinking lenses, compare real alternatives, give one verdict.
SkillAFreshness: A★ 5Claude Code +9 - 0.621score
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Find the root cause before any fix: build a red-capable repro loop, rank falsifiable hypotheses, prove, fix, sweep siblings.
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librarian
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Cite this page
learn skill. Agent Mart. https://agentmart.dev/skills/therealtinhtute-learn (last updated 2026-10-24)