load-project-guide

Load only the KOKKAI DOC agent guides relevant to the current task.

IndexedAGPL-3.0

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/kkatodus-load-project-guide

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

Load only the KOKKAI DOC agent guides relevant to the current task. Use when starting work on backend, frontend, data pipelines, infra, or research — or when the user asks for project context without loading all of AGENTS.md.

Use cases: documents, frontend, backend, data

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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/load-project-guide

What's inside

Skill name: load-project-guide
Description: Load only the KOKKAI DOC agent guides relevant to the current task. Use when starting work on backend, frontend, data pipelines, infra, or research — or when the user asks for project context without loading all of AGENTS.md.
License: AGPL-3.0
Instructions: 31 lines in SKILL.md · view on GitHub

Files (1)

SKILL.md

SKILL.md (first lines)

Read [AGENTS.md](../../../AGENTS.md) first (the index — it is short).

Use **`./scripts/` helpers** to save tokens before opening files:

1. `./scripts/route-task.sh "<task>"` — pick guide(s)
2. `./scripts/show-guide.sh <name>` — load one guide (`backend`, `data-layout`, …)
3. `./scripts/list-api-routes.sh`, `list-frontend-routes.sh`, `list-data-dirs.sh`, or `tree-pillar.sh` as needed

Run `./scripts/agent-help.sh` for the full list. Do not read every file in `docs/agents/` unless the task truly spans all areas.

## Routing

| If the task touches… | Read |
|---|---|
| FastAPI, routers, S3 storage, API keys | `docs/agents/BACKEND.md` |
| Next.js pages, components, client fetch | `docs/agents/FRONTEND.md` |
| Python scripts, scraping, LLM pipelines | `docs/agents/DATA-PIPELINES.md` |
| Dataset paths, `data/data/`, s3_mirror sync | `docs/agents/DATA-LAYOUT.md` |
| CDK, deploy, AWS | `docs/agents/INFRA.md` |
| Papers, embeddings, UMAP, fine-tuning | `docs/agents/RESEARCHER.md` |
| API shapes, wiring frontend to backend | `docs/agents/CONTRACTS.md` |
| Secrets, env vars, running scripts safely | `docs/agents/ENVIRONMENT.md` |

## Rules

1. Start from the index routing table — pick the smallest set of guides that covers the task.
2. If a detail is missing from a guide, explore the codebase; do not preemptively load unrelated guides.
3. For cross-cutting features (new dataset → API → UI), read in order: DATA-LAYOUT → BACKEND → FRONTEND → CONTRACTS.
4. Prefer one focused guide over re-loading the old monolithic AGENTS.md pattern.

From kkatodus/kokkai_analysis, AGPL-3.0.

Signals

Stars: 0
Forks: 0
Open issues: 0
Last commit (this folder): Jul 4, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License: AGPL-3.0
Repository: github.com/kkatodus/kokkai_analysis
Website: kokkaidoc.vercel.app
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

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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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load-project-guide skill. Agent Mart. https://agentmart.dev/skills/kkatodus-load-project-guide (last updated 2026-10-24)