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SenolIsci/mykg
MyKG Knowledge Graph Engine: Turn raw files into knowledge graphs with induced ontology
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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src/mykg/data/skills/mykg/SKILL.md
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Verified commit afb0a9c9bafdc49751563b9aa7f59bcf4bb787fb
git clone --filter=blob:none --no-checkout https://github.com/SenolIsci/mykg.git .hotskills/senolisci-mykg && git -C .hotskills/senolisci-mykg checkout --detach afb0a9c9bafdc49751563b9aa7f59bcf4bb787fb
# Copy each selected skill directory from .hotskills/senolisci-mykg into .claude/skills/<skill-name>/Heat
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Heat never changes the order by stars, and sponsorship never touches it. How heat works
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Individual skills in this repository
- mykg
src/mykg/data/skills/mykg
How it works
mykg
When your agent uses it
Run mykg knowledge-graph commands inside Claude Code from one slash command `/mykg`. The user describes intent in natural language (extract, append, sync, resume, approve, walkthrough, parse-docs, fetch-web, query); the skill parses intent, builds the right `mykg` CLI command from the live `--help` output, confirms, runs it, and drives the inbox/outbox watch loop for LLM-bearing commands (extract-graph). For read-only queries, prefers MCP tools when the mykg MCP server is online, falling back to reading session files directly, with the `mykg query` CLI as a last-resort fallback. Ensures `.mcp.json` is configured (with user approval). Excludes `mykg init` (interactive shell command) and `mykg merge-graphs` (follow-up planning).
What it loads into context
Frontmatter
179 tokensAlways available to the agent
SKILL.md
13,267 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Read before answering — discipline rule
- Default behaviour — fresh session unless told otherwise
- When to invoke — intent examples
- Discovering CLI flags
- MCP configuration — ensure `.mcp.json` exists
- Stage 1 — parse intent
- Stage 2 — confirm intent before running
- Stage 3 — verify agent mode is active
- Stage 4 — execute
- Stage 5 — final report
- Notes for the implementer
- Subagent prompt template
Files
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Read SKILL.md
# mykg — single slash command, intent-driven CLI dispatcher
This skill is the agent-mode driver for **mykg**. The user types `/mykg <free text>` describing what they want; the skill parses the intent, assembles the matching `mykg` CLI command (with live `--help` as ground truth for flags), confirms expensive actions, and executes. For LLM-bearing subcommands (`extract-graph`), it then drives the inbox/outbox watch loop. For synchronous subcommands (`walkthrough`, `approve-schema`, `parse-docs`), it shells out and reports. For the read-only `query` verb, it prefers MCP tools when the mykg MCP server is online, falling back to reading session files directly when MCP is unavailable, with the `mykg query` CLI as a last-resort fallback.
The pipeline code, the orchestrator, all prompts, all 12 pipeline steps, and the inbox/outbox contract are **unchanged**. This skill only changes how `mykg` is invoked from inside Claude Code.
---
## Read before answering — discipline rule
Before answering any domain question about the corpus this project's mykg sessions cover, **read the latest session's graph files first**. Your training data is not grounded in this project's source documents; the graph is. Use `/mykg query <question>` (Stage 4d below) to do this — it returns the relevant nodes/edges/notes into your context so you can answer from them rather than guessing.
This rule applies to *every* `/mykg query …` invocation and to every domain question asked outside the skill *when* the project's CLAUDE.md carries the managed mykg-section block (installed by `mykg init --profile agent-claude-code`).
View the complete source on GitHubSkills included
- mykg
Repository facts
- License
- MIT
- Created
- May 27, 2026
- Last pushed
- Oct 23, 2026
- Forks
- 12
- Open issues
- 4
- Project activity
- Active
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 6, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 36 notes
src/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedsrc/mykg/data/skills/mykg/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 6 network referencesin 1 file: mykg/SKILL.md:65
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 6 signals by file
src/mykg/data/skills/mykg/SKILL.md
- Network accessline 65
| `/mykg apply the prune plan` | `mykg prune-schema --session <most-recent> --plan <session>/intermediate/schema_prune_plan.json` (applies the possibly user-edited plan; `--plan` and `--preview` are mutually exclusive) | | `/mykg convert pd - Network accessline 66
| `/mykg convert pdfs in ./inbox to ./md` | `mykg parse-docs --input ./inbox --output ./md` (no session concept) | | `/mykg fetch https://example.com` | `mykg fetch-web https://example.com` (no session concept) | | `/mykg fetch https://exam - Network accessline 67
| `/mykg fetch https://example.com` | `mykg fetch-web https://example.com` (no session concept) | - Network accessline 68
| `/mykg fetch https://example.com into ./my_output_dir` (user names the output folder) | `mykg fetch-web https://example.com --output ./my_output_dir` (no session concept) | - Network accessline 69
| `/mykg fetch https://example.com and extract` | `mykg fetch-web https://example.com`, then on success `mykg extract-graph <printed output dir>` (**fresh session**) — chained two-step intent | - Network accessline 70
| `/mykg download the github repo SenolIsci/mykg` | `mykg fetch-web https://github.com/SenolIsci/mykg` (GitHub URL → clone path, no session concept) |
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.
Signal confidence: 6 facts
- Network access in prose of the SKILL.mdmykg/SKILL.md:65Low confidence
- Network access in prose of the SKILL.mdmykg/SKILL.md:66Low confidence
- Network access in prose of the SKILL.mdmykg/SKILL.md:67Low confidence
- Network access in prose of the SKILL.mdmykg/SKILL.md:68Low confidence
- Network access in prose of the SKILL.mdmykg/SKILL.md:69Low confidence
- Network access in prose of the SKILL.mdmykg/SKILL.md:70Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Path .claude/agents/adversarial-architect.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md src/mykg/data/skills/mykg/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md src/mykg/data/skills/mykg/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md src/mykg/data/skills/mykg/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md src/mykg/data/skills/mykg/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md src/mykg/data/skills/mykg/SKILL.md | .opencode/skills/<skill-name>/ |
- 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.