NotebookLM Research Assistant
PleasePrompto/notebooklm-skill
Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.
Propose skills from wiki patterns and traces (WikiSkill). An agent skill from ashutoshsinghpr7/wikiskill.
Install Wikiskill Proposer
$ npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ashutoshsinghpr7/wikiskill wikiskill-proposer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ashutoshsinghpr7/wikiskill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/wikiskill-proposer .claude/skills/wikiskill-proposer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "wikiskill-proposer" agent skill from https://github.com/ashutoshsinghpr7/wikiskill/tree/main/skills/wikiskill-proposer into .claude/skills/wikiskill-proposer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikiskill-proposer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ashutoshsinghpr7/wikiskill/tree/main/skills/wikiskill-proposerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ashutoshsinghpr7/wikiskill wikiskill-proposer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ashutoshsinghpr7/wikiskill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/wikiskill-proposer .agents/skills/wikiskill-proposer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "wikiskill-proposer" agent skill from https://github.com/ashutoshsinghpr7/wikiskill/tree/main/skills/wikiskill-proposer into .agents/skills/wikiskill-proposer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikiskill-proposer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ashutoshsinghpr7/wikiskill wikiskill-proposer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ashutoshsinghpr7/wikiskill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/wikiskill-proposer .cursor/skills/wikiskill-proposer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "wikiskill-proposer" agent skill from https://github.com/ashutoshsinghpr7/wikiskill/tree/main/skills/wikiskill-proposer into .cursor/skills/wikiskill-proposer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikiskill-proposer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ashutoshsinghpr7/wikiskill.git --path skills/wikiskill-proposer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ashutoshsinghpr7/wikiskill wikiskill-proposer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ashutoshsinghpr7/wikiskill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/wikiskill-proposer .gemini/skills/wikiskill-proposer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "wikiskill-proposer" agent skill from https://github.com/ashutoshsinghpr7/wikiskill/tree/main/skills/wikiskill-proposer into .gemini/skills/wikiskill-proposer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikiskill-proposer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ashutoshsinghpr7/wikiskill wikiskill-proposerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ashutoshsinghpr7/wikiskill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/wikiskill-proposer .github/skills/wikiskill-proposer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "wikiskill-proposer" agent skill from https://github.com/ashutoshsinghpr7/wikiskill/tree/main/skills/wikiskill-proposer into .github/skills/wikiskill-proposer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikiskill-proposer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ashutoshsinghpr7/wikiskill wikiskill-proposer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ashutoshsinghpr7/wikiskill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/wikiskill-proposer .opencode/skills/wikiskill-proposer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "wikiskill-proposer" agent skill from https://github.com/ashutoshsinghpr7/wikiskill/tree/main/skills/wikiskill-proposer into .opencode/skills/wikiskill-proposer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikiskill-proposer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
wikiskill-proposer- GitHub stars
- 268
- Token cost
- ~668 tokens
- SKILL.md length
- 291 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- MIT
At a glance
Propose skills from wiki patterns and traces (WikiSkill). An agent skill from ashutoshsinghpr7/wikiskill.
- Works in 6 steps: Read wiki/index.md FIRST to understand… → Read wiki/skill-impact.md — it contains… → Read specific pattern pages relevant to… → …
- Knowledge Management work in your project
- SKILL.md covers Your tools, Workflow, Proposal format and Rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Wikiskill Proposer is an agent skill from ashutoshsinghpr7/wikiskill. Propose skills from wiki patterns and traces (WikiSkill).
Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management. The repository describes itself as: WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated… The licence is MIT.
When your agent uses it
- Knowledge Management work in your project
Example prompts
- “/wikiskill-proposer”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Read wiki/index.md FIRST to understand which patterns exist.
- Read wiki/skill-impact.md — it contains the FULL CONTENT of previously
- Read specific pattern pages relevant to the current failures.
- Read at least 4 execution traces of failed tasks via read_file to
- Decide: create (new skill), patch (edit existing skill), or
- Write your proposal JSON to the path given in the task prompt
What it can do on your machine
Read from SKILL.md and the folder at commit cdc291c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Wikiskill Proposer loads about 668 tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 291 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from ashutoshsinghpr7/wikiskill at commit cdc291c, republished under its MIT licence (© ashutoshsinghpr7). 291 words, ~668 tokens.
Download SKILL.mdSave it as
.claude/skills/wikiskill-proposer/SKILL.md (or your agent's skills folder).- name
- wikiskill-proposer
- description
- Propose skills from wiki patterns and traces (WikiSkill).
Skill Proposer (WikiSkill)
You are a Skill Proposer Agent for an LLM agent solving tasks. Your job is to explore the wiki knowledge base and execution traces, diagnose root causes of failures, and propose a skill change (create or patch).
Your tools
read_file(path)— read a wiki file or an execution trace. Paths are given in the task prompt; use them as-is.write_file(path, content)— write your proposal JSON.
Workflow
- Read
wiki/index.mdFIRST to understand which patterns exist. - Read
wiki/skill-impact.md— it contains the FULL CONTENT of previously rejected proposals. Do NOT repeat rejected approaches. - Read specific pattern pages relevant to the current failures.
- Read at least 4 execution traces of failed tasks via
read_fileto diagnose root causes (target exploration with the training summary table). - Decide: create (new skill), patch (edit existing skill), or no_action.
- Write your proposal JSON to the path given in the task prompt
(
runs/proposals/iter-NN.json). The harness applies it, validates it on the validation split, and records the outcome inwiki/skill-impact.md.
Proposal format
Create a new skill:
{
"action": "create",
"name": "skill_directory_name_snake_case",
"skill_md": "full SKILL.md: YAML frontmatter (name, description) + When to Apply + When NOT to Apply + Instructions",
"purpose_md": "Origin + Patterns Addressed + Evolution History"
}Patch an existing skill (edits is a list of patch operations):
{
"action": "patch",
"name": "existing-skill-name",
"edits": [
{"op": "append", "content": "text to add at end"},
{"op": "replace", "target": "exact text to find", "content": "replacement"},
{"op": "insert_after", "target": "exact text to find", "content": "text to insert"}
]
}No action needed:
{"action": "no_action"}Rules
- Read the wiki FIRST — do not propose something already tried and rejected.
- Focus on action patterns and concrete strategies.
- Keep skills concise and actionable (SKILL.md: frontmatter, When to Apply, When NOT to Apply, Instructions).
- You MUST read at least 4 execution traces before proposing a skill change.
- Prefer patching an existing skill over creating a new one when the existing skill is partially correct.
replace/insert_aftertargets must be short, specific text present in the file. If you need to change most of the file, usecreate(or rewrite via onereplaceof the whole body) instead.
© ashutoshsinghpr7, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/wikiskill-proposer of ashutoshsinghpr7/wikiskill.
Open the folder on GitHubat commit cdc291c
Compare with similar skills
Wikiskill Proposer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Wikiskill Proposer this skillashutoshsinghpr7/wikiskill | 268 | — | ~668 | Automated safety check: Pass | MIT | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Bounded AutoresearchAgriciDaniel/claude-obsidian | 15k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Llmwikiatomicstrata/llm-wiki-compiler | 2.2k | — | ~814 | Automated safety check: Pass | MIT | |
| Research Wiki Builderdair-ai/dair-academy-plugins | 614 | — | ~1.3k | Automated safety check: Pass | MIT | |
| YouTube Transcript FetcherZeroPointRepo/youtube-skills | 1k | 1 repos | ~1.1k | Automated safety check: Pass | MIT |
Similar skills
Bounded Autoresearch
AgriciDaniel/claude-obsidian
Runs a bounded, source-grounded research loop that drafts a cited dossier and can propose a separately reviewed merge into an Obsidian vault.
Llmwiki
atomicstrata/llm-wiki-compiler
Build and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation.
Research Wiki Builder
dair-ai/dair-academy-plugins
Creates and maintains configurable research wikis: scaffold a folder, add sources, compile pages and indexes, and file query answers back.
YouTube Transcript Fetcher
ZeroPointRepo/youtube-skills
Fetches the transcript of a YouTube video through TranscriptAPI.com so the agent can summarize, quote, translate or fact-check what was said.
YouTube TranscriptAPI
ZeroPointRepo/youtube-skills
Pulls YouTube transcripts, searches videos and channels and browses playlists through the TranscriptAPI service with a single API key.
More from ashutoshsinghpr7/wikiskill
All 8 skills in this repoWikiskill Evolve
ashutoshsinghpr7/wikiskill
Run the WikiSkill self-evolution loop (arXiv 2608.27454) on a Hermes workspace — raw→maintainer→proposer→gate with strict Rval Rbest gating.
Wikiskill Maintainer
ashutoshsinghpr7/wikiskill
Consolidate traces into the persistent wiki (WikiSkill). An agent skill from ashutoshsinghpr7/wikiskill.
Script Exec Blocked
ashutoshsinghpr7/wikiskill
Sandbox approval policy blocks executecode and python3 -c; use readfile/writefile + manual transforms instead of retrying both runners.
Search Miss Binary
ashutoshsinghpr7/wikiskill
ripgrep/searchfiles silently skips binary-detected files — verify empty search results with grep -a / file / xxd before concluding 'not found'.
Spec Literal Execution
ashutoshsinghpr7/wikiskill
Apply ONLY the spec clauses literally — no aggregation, dedup, or cleanup transforms; each input record maps to its own output line.
Trace Harness Launch Failure
ashutoshsinghpr7/wikiskill
Empty session traces mean launch failure, not agent behavior — verify apicallcount/toolcallcount and stdout.txt before analyzing.
Related
Categories
Questions about Wikiskill Proposer
What does Wikiskill Proposer do?
Propose skills from wiki patterns and traces (WikiSkill). An agent skill from ashutoshsinghpr7/wikiskill. Wikiskill Proposer is an agent skill from ashutoshsinghpr7/wikiskill. Propose skills from wiki patterns and traces (WikiSkill).
When should I use Wikiskill Proposer?
Wikiskill Proposer fits situations like: knowledge Management work in your project.
How do I install Wikiskill Proposer in Claude Code?
Run `npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a claude-code`. Or copy the skill folder (skills/wikiskill-proposer in ashutoshsinghpr7/wikiskill) into .claude/skills/wikiskill-proposer in your project. Claude Code loads it when a task matches its description.
How do I install Wikiskill Proposer in Codex?
Run `npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a codex`. Or copy the skill folder (skills/wikiskill-proposer in ashutoshsinghpr7/wikiskill) into .agents/skills/wikiskill-proposer in your project. Codex loads it when a task matches its description.
Can I use Wikiskill Proposer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ashutoshsinghpr7/wikiskill --skill wikiskill-proposer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wikiskill-proposer, .gemini/skills/wikiskill-proposer, .github/skills/wikiskill-proposer and .opencode/skills/wikiskill-proposer in your project.
What does Wikiskill Proposer need to run?
SKILL.md names no scripts, command-line tools or credentials: Wikiskill Proposer is instructions for the agent only.
Does Wikiskill Proposer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Wikiskill Proposer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Wikiskill Proposer use?
Wikiskill Proposer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Wikiskill Proposer use?
About 668 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Wikiskill Proposer?
Skills that share tags, products or a category with Wikiskill Proposer: NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars), Bounded Autoresearch (AgriciDaniel/claude-obsidian, 15k stars), Llmwiki (atomicstrata/llm-wiki-compiler, 2.2k stars) and Research Wiki Builder (dair-ai/dair-academy-plugins, 614 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wikiskill Proposer?
ashutoshsinghpr7 (a GitHub user) maintains it in ashutoshsinghpr7/wikiskill, which has 268 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 15, 2026.
Source: ashutoshsinghpr7/wikiskill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.