#264 by GitHub stars

humanlayer/skills

build a repo-local skill and install a matching iterated coding-agent GitHub Actions workflow, prompt, memory file, and reference templates

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/SKILL.md

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plugins/design-control-loop/skills/design-control-loop/SKILL.md

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plugins/improve-claude-md/skills/improve-claude-md/SKILL.md

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plugins/narrow-react-prop-types/skills/narrow-react-prop-types/SKILL.md

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plugins/rpi/skills/rpi/SKILL.md

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+ 55 ## Review the Document
+ 56 
+ 57 After writing or updating a workflow document, read `$SKILLBASE/references/prose.md` and `$SKILLBASE/references/show-me.md`, then review the document against both. Make it shorter, more visual, and easier for a person to digest: cut words and sections that do not earn their place, replace dense prose with the smallest view that makes the point, and keep each visual beside the short text it supports.
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plugins/show-me/skills/show-me/SKILL.md

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plugins/visual-pr/skills/visual-pr/SKILL.md

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View on GitHubAdd to my skills

Verified commit 4d69d20f6e9b57b4fcf0d501ccfb1be961f0f329

git clone --filter=blob:none --no-checkout https://github.com/humanlayer/skills.git .hotskills/humanlayer-skills && git -C .hotskills/humanlayer-skills checkout --detach 4d69d20f6e9b57b4fcf0d501ccfb1be961f0f329 # Copy each selected skill directory from .hotskills/humanlayer-skills into .claude/skills/<skill-name>/
5.6kGitHub stars
135stars in 7 days
7skills in this repository
10commits in 30 days

Heat

7.2
  • Star growth, last 7 daysAhead of 93% of tracked repositories
  • Star growth, last 24 hoursAhead of 94% of tracked repositories
  • Rank movement, last 7 daysAhead of 57% of tracked repositories
  • Commits, last 30 daysAhead of 77% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Aug 1, 2026Nov 7, 20265,647

Individual skills in this repository

How it works

build-iterated-agentic-loop

When your agent uses it

build a repo-local skill and install a matching iterated coding-agent GitHub Actions workflow, prompt, memory file, and reference templates

What it loads into context

Frontmatter

38 tokens

Always available to the agent

SKILL.md

3,026 tokens

When the skill is activated

Reference documents

35,198 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. Outputs
  2. Workflow
  3. Reference Files

Scripts executed separately

  • references/agent-iteration.ts

Files

  • ../../../../.claude-plugin/marketplace.jsonasset3,572 bytes
  • ../../.claude-plugin/plugin.jsonasset435 bytes
  • SKILL.mdcore13,553 bytes
  • SKILL.mdcore13,553 bytes
  • SKILL.mdcore13,553 bytes
  • SKILL.mdcore13,553 bytes
  • SKILL.mdcore13,553 bytes
  • references/agent-iteration.tsruns5,896 bytes
  • references/agent-runner-templates.mddoc4,369 bytes
  • references/example-skill.mddoc7,466 bytes
  • references/memory-template.mddoc178 bytes
  • references/prompt-template.mddoc1,456 bytes
  • references/response-template.mddoc2,442 bytes
  • references/skill-template.mddoc1,847 bytes
  • references/workflow-template.ymlasset10,521 bytes
  • ../../../design-control-loop/.claude-plugin/plugin.jsonasset609 bytes
  • ../../../improve-claude-md/.claude-plugin/plugin.jsonasset397 bytes
  • ../../../narrow-react-prop-types/.claude-plugin/plugin.jsonasset377 bytes
  • ../../../rpi/.claude-plugin/plugin.jsonasset625 bytes
  • ../../../rpi/agents/codebase-analyzer.mddoc5,670 bytes
  • ../../../rpi/agents/codebase-locator.mddoc4,834 bytes
  • ../../../rpi/agents/codebase-pattern-finder.mddoc6,950 bytes
  • ../../../rpi/agents/outline-implementer-agent.mddoc4,452 bytes
  • ../../../rpi/agents/web-search-researcher.mddoc5,969 bytes
  • ../../../rpi/agents/web-search-researcher.mddoc5,969 bytes
  • ../../../rpi/agents/web-search-researcher.mddoc5,969 bytes
  • ../../../rpi/skills/rpi/SKILL.mddoc5,358 bytes
  • ../../../rpi/skills/rpi/references/create-design-discussion/process.mddoc4,060 bytes
  • ../../../rpi/skills/rpi/references/create-design-discussion/references/design_discussion_final_answer.mddoc258 bytes
  • ../../../rpi/skills/rpi/references/create-design-discussion/references/design_discussion_final_answer_resolved.mddoc461 bytes
  • ../../../rpi/skills/rpi/references/create-design-discussion/references/design_discussion_template.mddoc1,042 bytes
  • ../../../rpi/skills/rpi/references/create-prd/process.mddoc3,579 bytes
  • ../../../rpi/skills/rpi/references/create-prd/references/prd_final_answer_resolved.mddoc438 bytes
  • ../../../rpi/skills/rpi/references/create-prd/references/prd_template.mddoc853 bytes
  • ../../../rpi/skills/rpi/references/create-research-questions/process.mddoc3,413 bytes
  • ../../../rpi/skills/rpi/references/create-research-questions/references/request_template.mddoc312 bytes
  • ../../../rpi/skills/rpi/references/create-research-questions/references/research_questions_final_answer.mddoc471 bytes
  • ../../../rpi/skills/rpi/references/create-research-questions/references/research_questions_template.mddoc462 bytes
  • ../../../rpi/skills/rpi/references/create-research/process.mddoc5,544 bytes
  • ../../../rpi/skills/rpi/references/create-research/references/research_final_answer.mddoc651 bytes
  • ../../../rpi/skills/rpi/references/create-research/references/research_template.mddoc1,641 bytes
  • ../../../rpi/skills/rpi/references/create-structure-outline/process.mddoc3,297 bytes
  • ../../../rpi/skills/rpi/references/create-structure-outline/references/structure_outline_final_answer.mddoc342 bytes
  • ../../../rpi/skills/rpi/references/create-structure-outline/references/structure_outline_template.mddoc1,074 bytes
  • ../../../rpi/skills/rpi/references/create-tdd/process.mddoc3,637 bytes
  • ../../../rpi/skills/rpi/references/create-tdd/references/tdd_final_answer_resolved.mddoc451 bytes
  • ../../../rpi/skills/rpi/references/create-tdd/references/tdd_template.mddoc776 bytes
  • ../../../rpi/skills/rpi/references/implement-outline/process.mddoc3,009 bytes
  • ../../../rpi/skills/rpi/references/implement-outline/references/implement_outline_final_answer.mddoc504 bytes
  • ../../../rpi/skills/rpi/references/iterate-design-discussion/process.mddoc2,640 bytes
  • ../../../rpi/skills/rpi/references/iterate-design-discussion/references/design_discussion_final_answer.mddoc258 bytes
  • ../../../rpi/skills/rpi/references/iterate-design-discussion/references/design_discussion_final_answer_resolved.mddoc461 bytes
  • ../../../rpi/skills/rpi/references/iterate-design-discussion/references/design_discussion_template.mddoc915 bytes
  • ../../../rpi/skills/rpi/references/iterate-implementation/process.mddoc1,553 bytes
  • ../../../rpi/skills/rpi/references/iterate-implementation/references/iterate_implementation_final_answer.mddoc382 bytes
  • ../../../rpi/skills/rpi/references/iterate-prd/process.mddoc2,484 bytes
  • ../../../rpi/skills/rpi/references/iterate-prd/references/prd_final_answer_resolved.mddoc438 bytes
  • ../../../rpi/skills/rpi/references/iterate-prd/references/prd_template.mddoc853 bytes
  • ../../../rpi/skills/rpi/references/iterate-research-questions/process.mddoc2,530 bytes
  • ../../../rpi/skills/rpi/references/iterate-research-questions/references/research_questions_final_answer.mddoc473 bytes
  • ../../../rpi/skills/rpi/references/iterate-research-questions/references/research_questions_template.mddoc462 bytes
  • ../../../rpi/skills/rpi/references/iterate-research/process.mddoc4,492 bytes
  • ../../../rpi/skills/rpi/references/iterate-research/references/research_final_answer.mddoc710 bytes
  • ../../../rpi/skills/rpi/references/iterate-research/references/research_template.mddoc1,475 bytes
  • ../../../rpi/skills/rpi/references/iterate-structure-outline/process.mddoc2,228 bytes
  • ../../../rpi/skills/rpi/references/iterate-structure-outline/references/structure_outline_final_answer.mddoc344 bytes
  • ../../../rpi/skills/rpi/references/iterate-structure-outline/references/structure_outline_template.mddoc1,074 bytes
  • ../../../rpi/skills/rpi/references/iterate-tdd/process.mddoc2,717 bytes
  • ../../../rpi/skills/rpi/references/iterate-tdd/references/tdd_final_answer_resolved.mddoc451 bytes
  • ../../../rpi/skills/rpi/references/iterate-tdd/references/tdd_template.mddoc776 bytes
  • ../../../rpi/skills/rpi/references/prose.mddoc1,501 bytes
  • ../../../rpi/skills/rpi/references/show-me.mddoc3,297 bytes
  • ../../../rpi/skills/rpi/references/subagents/codebase-analyzer.mddoc5,670 bytes
  • ../../../rpi/skills/rpi/references/subagents/codebase-locator.mddoc4,834 bytes
  • ../../../rpi/skills/rpi/references/subagents/codebase-pattern-finder.mddoc6,950 bytes
  • ../../../rpi/skills/rpi/references/subagents/outline-implementer-agent.mddoc4,452 bytes
  • ../../../rpi/skills/rpi/references/subagents/web-search-researcher.mddoc5,969 bytes
  • ../../../rpi/skills/rpi/references/workflow-choice.mddoc2,596 bytes
  • ../../../rpi/skills/rpi/references/workflow.mddoc3,810 bytes
  • ../../../show-me/.claude-plugin/plugin.jsonasset394 bytes
  • ../../../visual-pr/.claude-plugin/plugin.jsonasset392 bytes
Read SKILL.md

# Build Iterated Agentic Loop

Use this skill when the user wants to turn a repeatable agent task into a repo-local skill plus a GitHub Actions workflow that runs a coding agent on a schedule, manually, or both.

The target shape is an iterated agentic loop: a focused skill defines the agent's judgement, a workflow invokes a coding agent with a repo-specific prompt, an agent-memory file carries standing feedback between runs, and each workflow labels its PRs so only one open PR exists per loop. The `narrow-react-prop-types` skill is the concrete reference pattern.

## Outputs

Create or update these files in the target repo:

- `.claude/skills/<skill-name>/SKILL.md` for the repo-local agent behavior.
- `.github/workflows/agent-<task-name>.yml` for the recurring coding-agent automation.
- `.github/agent-memory/<task-name>.md` for stable feedback and scope constraints.
- Optional references under `.claude/skills/<skill-name>/references/` when the skill needs templates, examples, or long supporting material.
View the complete source on GitHub

Skills included

  • build-iterated-agentic-loop
  • design-control-loop
  • improve-claude-md
  • narrow-react-prop-types
  • rpi
  • show-me
  • visual-pr

Repository facts

License
MIT
Created
Mar 18, 2026
Last pushed
Nov 1, 2026
Forks
193
Open issues
5
Project activity
Active

Rank over the last 12 weeks

Now #264 · best #237 · down 23 in 30 days

  1. #256 from Nov 1 to Nov 2
  2. #258 on Nov 3
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  6. #264 since Nov 7
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Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 4, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 13 notes
  • plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/rpi/agents/web-search-researcher.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/rpi/agents/web-search-researcher.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/design-control-loop/skills/design-control-loop/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/rpi/agents/web-search-researcher.md:1 Plugin-wide analysis incomplete; see repository notes
  • plugins/narrow-react-prop-types/skills/narrow-react-prop-types/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/narrow-react-prop-types/skills/narrow-react-prop-types/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • plugins/rpi/agents/web-search-researcher.md:1 Plugin-wide analysis incomplete; see repository notes
  • plugins/rpi/agents/web-search-researcher.md:1 Plugin-wide analysis incomplete; see repository notes
  • plugins/rpi/agents/web-search-researcher.md:1 Plugin-wide analysis incomplete; see repository notes
Show all 80 signals by file

.claude-plugin/marketplace.json

  • Network accessline 1
    {   "$schema": "https://anthropic.com/claude-code/marketplace.schema.json",
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    "$schema": "https://anthropic.com/claude-code/marketplace.schema.json",

plugins/build-iterated-agentic-loop/.claude-plugin/plugin.json

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    "email": "support@humanlayer.dev"   },   "repository": "https://github.com/humanlayer/skills",
  • Network accessline 8
    },   "repository": "https://github.com/humanlayer/skills",   "license": "MIT",
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    "repository": "https://github.com/humanlayer/skills",

plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/SKILL.md

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    - Include a response template as a reference file (e.g., `references/response-template.md` under the skill directory) that defines how the CI agent should format its final output. The skill should instruct the agent to read and follow this 
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    - You may refer to https://agentskills.io/specification to understand skill specification.
  • Dangerous shell operationline 170
    yq eval '.name' .github/workflows/agent-<task-name>.yml

plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/references/agent-iteration.ts

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    #!/usr/bin/env bun

plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/references/agent-runner-templates.md

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    --model anthropic/claude-sonnet-4-5 \       --format json \       --dangerously-skip-permissions \
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    --format json \       --dangerously-skip-permissions \       2>&1 | tee /tmp/agent-output.txt
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    --dangerously-skip-permissions \
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plugins/build-iterated-agentic-loop/skills/build-iterated-agentic-loop/references/workflow-template.yml

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plugins/design-control-loop/.claude-plugin/plugin.json

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    "email": "support@humanlayer.dev"   },   "repository": "https://github.com/humanlayer/skills",
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    },   "repository": "https://github.com/humanlayer/skills",   "license": "MIT",
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    "repository": "https://github.com/humanlayer/skills",

plugins/design-control-loop/skills/design-control-loop/SKILL.md

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    - Keep one source of truth for each rule; do not repeat the same guidance in the skill, the prompt, and the memory file. - Include a response template (e.g. `references/response-template.md`) defining how the agent formats its final output,
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    - Use `references/skill-template.md` as the skeleton and `references/example-skill.md` as a concrete example. See https://agentskills.io/specification for the skill spec.

plugins/design-control-loop/skills/design-control-loop/references/agent-iteration.ts

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    #!/usr/bin/env bun

plugins/design-control-loop/skills/design-control-loop/references/agent-runner-templates.md

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  • Instruction override signalline 94
    --model anthropic/claude-sonnet-4-5 \       --format json \       --dangerously-skip-permissions \
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    --format json \       --dangerously-skip-permissions \       2>&1 | tee /tmp/agent-output.txt
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    --dangerously-skip-permissions \
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plugins/design-control-loop/skills/design-control-loop/references/example-control-loop.md

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    The [`react-doctor`](https://github.com/millionco/react-doctor) CLI scans the app and reports prioritized issues; `doctor.config.ts` configures which rules run and which paths/rules are ignored. It runs locally exactly as it does in CI:

plugins/design-control-loop/skills/design-control-loop/references/workflow-template.yml

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plugins/improve-claude-md/.claude-plugin/plugin.json

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    "email": "support@humanlayer.dev"   },   "repository": "https://github.com/humanlayer/skills",
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    },   "repository": "https://github.com/humanlayer/skills",   "license": "MIT",
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    "repository": "https://github.com/humanlayer/skills",

plugins/narrow-react-prop-types/.claude-plugin/plugin.json

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    "email": "support@humanlayer.dev"   },   "repository": "https://github.com/humanlayer/skills",
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    },   "repository": "https://github.com/humanlayer/skills",   "license": "MIT",
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    "repository": "https://github.com/humanlayer/skills",

plugins/narrow-react-prop-types/skills/narrow-react-prop-types/references/agent-narrow-component-props.yml

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    [Credential-related source omitted]

plugins/rpi/.claude-plugin/plugin.json

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    "email": "support@humanlayer.dev"   },   "repository": "https://github.com/humanlayer/skills",
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    },   "repository": "https://github.com/humanlayer/skills",   "license": "MIT",
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    "repository": "https://github.com/humanlayer/skills",

plugins/rpi/agents/web-search-researcher.md

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    ### For LLMS.txt and sub-links (ends in `.txt` or `.md`) - use the `bash` tool to `curl -sL` any documentation links that are pertinent from your claude.md instructions which end in `llms.txt`
  • Network accessline 41
    - use the `bash` tool to `curl -sL` any documentation links that are pertinent from your claude.md instructions which end in `llms.txt`
  • Network accessline 42
    - read the result and locate any sub-pages that appear to be relevant, and use `curl` to read these pages as well. - `llms.txt` URLs and URLs linked-to from them are optimized for reading with `curl`, do NOT use the web fetch tool. - if you
  • Network accessline 43
    - `llms.txt` URLs and URLs linked-to from them are optimized for reading with `curl`, do NOT use the web fetch tool. - if you know the URL / site for an app (e.g. `https://vite.dev`), you can _always_ try curl-ing `https://<site>/llms.txt` 
  • Network accessline 44
    - if you know the URL / site for an app (e.g. `https://vite.dev`), you can _always_ try curl-ing `https://<site>/llms.txt` to see if a `llms.txt` file is available. it may or may not be, but you should always check since it is a VERY valuab
  • Network accessline 45
    - **any URLs which end in `.md` or `.txt` should be fetched with curl rather than web fetch this way!**

plugins/rpi/skills/rpi/references/subagents/web-search-researcher.md

  • Network accessline 40
    ### For LLMS.txt and sub-links (ends in `.txt` or `.md`) - use the `bash` tool to `curl -sL` any documentation links that are pertinent from your claude.md instructions which end in `llms.txt`
  • Network accessline 40
    ### For LLMS.txt and sub-links (ends in `.txt` or `.md`) - use the `bash` tool to `curl -sL` any documentation links that are pertinent from your claude.md instructions which end in `llms.txt`
  • Network accessline 41
    - use the `bash` tool to `curl -sL` any documentation links that are pertinent from your claude.md instructions which end in `llms.txt`
  • Network accessline 41
    - use the `bash` tool to `curl -sL` any documentation links that are pertinent from your claude.md instructions which end in `llms.txt`
  • Network accessline 42
    - read the result and locate any sub-pages that appear to be relevant, and use `curl` to read these pages as well. - `llms.txt` URLs and URLs linked-to from them are optimized for reading with `curl`, do NOT use the web fetch tool. - if you
  • Network accessline 42
    - read the result and locate any sub-pages that appear to be relevant, and use `curl` to read these pages as well. - `llms.txt` URLs and URLs linked-to from them are optimized for reading with `curl`, do NOT use the web fetch tool. - if you
  • Network accessline 43
    - `llms.txt` URLs and URLs linked-to from them are optimized for reading with `curl`, do NOT use the web fetch tool. - if you know the URL / site for an app (e.g. `https://vite.dev`), you can _always_ try curl-ing `https://<site>/llms.txt` 
  • Network accessline 43
    - `llms.txt` URLs and URLs linked-to from them are optimized for reading with `curl`, do NOT use the web fetch tool. - if you know the URL / site for an app (e.g. `https://vite.dev`), you can _always_ try curl-ing `https://<site>/llms.txt` 
  • Network accessline 44
    - if you know the URL / site for an app (e.g. `https://vite.dev`), you can _always_ try curl-ing `https://<site>/llms.txt` to see if a `llms.txt` file is available. it may or may not be, but you should always check since it is a VERY valuab
  • Network accessline 44
    - if you know the URL / site for an app (e.g. `https://vite.dev`), you can _always_ try curl-ing `https://<site>/llms.txt` to see if a `llms.txt` file is available. it may or may not be, but you should always check since it is a VERY valuab
  • Network accessline 45
    - **any URLs which end in `.md` or `.txt` should be fetched with curl rather than web fetch this way!**
  • Network accessline 45
    - **any URLs which end in `.md` or `.txt` should be fetched with curl rather than web fetch this way!**

plugins/show-me/.claude-plugin/plugin.json

  • Network accessline 7
    "email": "support@humanlayer.dev"   },   "repository": "https://github.com/humanlayer/skills",
  • Network accessline 8
    },   "repository": "https://github.com/humanlayer/skills",   "license": "MIT",
  • Network accessline 9
    "repository": "https://github.com/humanlayer/skills",

plugins/visual-pr/.claude-plugin/plugin.json

  • Network accessline 7
    "email": "support@humanlayer.dev"   },   "repository": "https://github.com/humanlayer/skills",
  • Network accessline 8
    },   "repository": "https://github.com/humanlayer/skills",   "license": "MIT",
  • Network accessline 9
    "repository": "https://github.com/humanlayer/skills",

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 53 facts

and 3 more

Works with

  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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humanlayer/skills: #264 on hotskills, 5.6k stars

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