agent-lessons
On explicit request, learn from the current agent work or conversation and autonomously maintain a concise Durable Agent Lessons section in applicable…
Skill by chingfhen
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/chingfhen-agent-lessons
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: productivity, agent-building
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/agent-lessons
What's inside
- Skill name
agent-lessons- Description
- On explicit request, learn from the current agent work or conversation and autonomously maintain a concise Durable Agent Lessons section in applicable AGENTS.md files. Identify high-value behavioral lessons, including mistakes, inefficient workflows, durable constraints, and successful practices that future agents should inherit. Use for "agent lessons", "learn from this session", "remember this for future agents", or reviewing recurring agent friction. Do not trigger during ordinary work or automatically capture notes.
- License
- unknown
- Instructions
- 144 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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- 0.587score
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Preserve and retrieve reusable context in a Markdown knowledge base.
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workspace-setup
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Establish or refresh the workspace resource map and personal workflow in a managed section in root AGENTS.md.
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
learning
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Help a human learn or understand a topic, technical system, code change, error, agent output, or source material.
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engineering
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Implements, debugs, fixes, refactors, and reviews code.
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
human-unblock
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Use during execution when progress is blocked, or likely to stall, on an action or information only the human can provide—for example access approval…
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
project-docs
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Maintains settled project understanding in the documentation surface explicitly configured in applicable AGENTS.md, and stable agent behavior in explicitly…
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
manage-python-env
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Manage and execute Python through reusable, independent uv purpose projects under the Python Environment Root explicitly configured in AGENTS.md.
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
project-tasks
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Maintains shared human-agent continuation briefs in the task surface explicitly configured in applicable AGENTS.md (including tasks/backlog/ for deferred…
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
readability
chingfhen
Improve human readability for readability-focused requests: rewrite a hard-to-read response or document, review its readability, or make a new answer or…
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
reasoned-advocacy
chingfhen
Evaluate, strengthen, and communicate a position through sound reasoning, evidence, alternatives, and counterarguments.
SkillAFreshness: A★ 1Claude Code +9 - 0.579score
ml-architecture-review
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Perform a decision-focused ML architecture investigation with evidence, alternatives, trade-offs, risks, and a leading recommendation.
SkillAFreshness: A★ 1Claude Code +9 - 0.579score
document-text-extraction
chingfhen
Extract text from a specified PDF or image into local temporary Markdown and a quality report only when the human explicitly requests extraction.
SkillAFreshness: A★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 23, 2026 (8 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/chingfhen/agent-core
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from chingfhen
- 0.587score
knowledge-base
chingfhen
Preserve and retrieve reusable context in a Markdown knowledge base.
SkillAFreshness: A★ 1Claude Code +9 - 0.587score
workspace-setup
chingfhen
Establish or refresh the workspace resource map and personal workflow in a managed section in root AGENTS.md.
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
human-unblock
chingfhen
Use during execution when progress is blocked, or likely to stall, on an action or information only the human can provide—for example access approval…
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
engineering
chingfhen
Implements, debugs, fixes, refactors, and reviews code.
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
project-docs
chingfhen
Maintains settled project understanding in the documentation surface explicitly configured in applicable AGENTS.md, and stable agent behavior in explicitly…
SkillAFreshness: A★ 1Claude Code +9 - 0.582score
learning
chingfhen
Help a human learn or understand a topic, technical system, code change, error, agent output, or source material.
SkillAFreshness: A★ 1Claude Code +9
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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
agent-lessons skill. Agent Mart. https://agentmart.dev/skills/chingfhen-agent-lessons (last updated 2026-10-24)