MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Operate trusted local GJC sessions through a reviewed broker-bound CLI allowlist with single-use human approval.
$ npx skills add Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Yeachan-Heo/gajae-code gjc-sdk-operate --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/Yeachan-Heo/gajae-code.git skills-src && mkdir -p .claude/skills && cp -r skills-src/sdk-skills/gjc-sdk-operate .claude/skills/gjc-sdk-operate && 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 "gjc-sdk-operate" agent skill from https://github.com/Yeachan-Heo/gajae-code/tree/main/sdk-skills/gjc-sdk-operate into .claude/skills/gjc-sdk-operate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gjc-sdk-operate", 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/Yeachan-Heo/gajae-code/tree/main/sdk-skills/gjc-sdk-operateType 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 Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Yeachan-Heo/gajae-code gjc-sdk-operate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yeachan-Heo/gajae-code.git skills-src && mkdir -p .agents/skills && cp -r skills-src/sdk-skills/gjc-sdk-operate .agents/skills/gjc-sdk-operate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "gjc-sdk-operate" agent skill from https://github.com/Yeachan-Heo/gajae-code/tree/main/sdk-skills/gjc-sdk-operate into .agents/skills/gjc-sdk-operate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gjc-sdk-operate", 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 Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Yeachan-Heo/gajae-code gjc-sdk-operate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yeachan-Heo/gajae-code.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/sdk-skills/gjc-sdk-operate .cursor/skills/gjc-sdk-operate && 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 "gjc-sdk-operate" agent skill from https://github.com/Yeachan-Heo/gajae-code/tree/main/sdk-skills/gjc-sdk-operate into .cursor/skills/gjc-sdk-operate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gjc-sdk-operate", 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/Yeachan-Heo/gajae-code.git --path sdk-skills/gjc-sdk-operate--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 Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Yeachan-Heo/gajae-code gjc-sdk-operate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yeachan-Heo/gajae-code.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/sdk-skills/gjc-sdk-operate .gemini/skills/gjc-sdk-operate && 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 "gjc-sdk-operate" agent skill from https://github.com/Yeachan-Heo/gajae-code/tree/main/sdk-skills/gjc-sdk-operate into .gemini/skills/gjc-sdk-operate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gjc-sdk-operate", 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 Yeachan-Heo/gajae-code gjc-sdk-operateInstalls 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 Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Yeachan-Heo/gajae-code.git skills-src && mkdir -p .github/skills && cp -r skills-src/sdk-skills/gjc-sdk-operate .github/skills/gjc-sdk-operate && 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 "gjc-sdk-operate" agent skill from https://github.com/Yeachan-Heo/gajae-code/tree/main/sdk-skills/gjc-sdk-operate into .github/skills/gjc-sdk-operate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gjc-sdk-operate", 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 Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Yeachan-Heo/gajae-code gjc-sdk-operate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yeachan-Heo/gajae-code.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/sdk-skills/gjc-sdk-operate .opencode/skills/gjc-sdk-operate && 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 "gjc-sdk-operate" agent skill from https://github.com/Yeachan-Heo/gajae-code/tree/main/sdk-skills/gjc-sdk-operate into .opencode/skills/gjc-sdk-operate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gjc-sdk-operate", 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.
gjc-sdk-operateOperate trusted local GJC sessions through a reviewed broker-bound CLI allowlist with single-use human approval.
Gjc SDK Operate is an agent skill from Yeachan-Heo/gajae-code. Operate trusted local GJC sessions through a reviewed broker-bound CLI allowlist with single-use human approval.
Its SKILL.md is about 1.8k 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 Agent Workflows. The licence is MIT.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 91fe978. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Gjc SDK Operate loads about 1.8k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 907 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.
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.
The full file from Yeachan-Heo/gajae-code at commit 91fe978, republished under its MIT licence (© Yeachan-Heo). 907 words, ~1,837 tokens.
.claude/skills/gjc-sdk-operate/SKILL.md (or your agent's skills folder).This skill is for trusted local scripts. Its approval challenge is a procedural safety policy, not a security boundary; SDK core retains lifecycle and attachment authority.
gjc sdk session list --json or a caller-provided stable ID, then fail closed when the Broker cannot prove it available.gjc sdk session raw query|control|global for SDK operations; static help and verified root error-evidence retrieval are discovery-only exceptions. Never scan state roots, read endpoint credentials, or open raw per-session WebSockets.APPROVE <session> <operation> <digest> <nonce> challenge and read the exact response once from the active process's standard input. Present it verbatim through the external host only after the human accepts that exact action.--json explicitly to every machine CLI call. Successful session JSON is unchanged; default ordinary failures are text on stderr. Except for session.lookup, consume the single gjc.command-error version 1 stdout envelope on failure, preserve outcome certainty/references, and never publish raw stderr or interpret absent JSON as success. session.lookup deliberately returns a structured reconciliation DTO (ok, operation, status, certainty, error) on stdout and may exit 1 for outcomes such as not_found or conflict; preserve those fields instead of treating the DTO as a malformed failure envelope. Usage exits 2; operation failures exit 1.turn.promptturn.steerturn.follow_upask.answerworkflow.gate_answertodo.replacesession.switchsession.renameFor workflow.gate_answer, use the durable workflow gate ID and pass expectedSessionId. Never use transient action_needed.id as durable authority.
The SDK prompt deadline is progress-aware: sdk.promptDeadlineMs (60 min, 60_000–86_400_000) is an inactivity lease renewed only by attributable tool_execution_start / tool_execution_update / tool_execution_end for the exact accepted commandId/turnId, bounded by sdk.promptMaxRuntimeMs (6 h default, 60_000–86_400_000, caps at 24 h). A running tool's partial-result tool_execution_update counts, so a long-running tool that streams output keeps the lease alive mid-run. Persist session_id / turn_id from turn.prompt acceptance and reconcile with turn.result (Q26) rather than replaying blindly. Distinguish the bounded await_turn poll timeout_ms from the SDK terminal deadline; heartbeats, streaming text/thinking deltas, retries, and other-turn activity do not renew the lease.
session.createsession.forksession.resumesession.closesession.lookupUse gjc sdk session raw global --op <operation> --idempotency-key <key> --json-input <object> --json for lifecycle operations. The Broker derives the canonical lifecycle identity; do not create a second lifecycle route or ledger.
Before constructing an invocation, consult inert command-local help such as
gjc sdk session raw control --help --json. Select
--help-section overview|usage|children|arguments|options|examples|recovery and
--help-page <N> as needed (defaults overview/1). Follow next.argv with its
--help-revision <sha256> and --json unchanged; do not combine revisions.
-h is accepted, --help=json is not. Selectors require actual help, no duplicates
and positive decimal safe-integer pages. Help is static, not a target probe.
Help/errors/evidence pages are bounded to 8192 UTF-8 bytes; successful results
retain their existing contract. A post-acceptance wait_timeout does not undo
work. An uncertain-after-send outcome is unknown, not safe to replay. Retain all
complete operation/session/idempotency/claim/command/turn references supplied.
No hint authorizes extra probes, automatic retry/restart/kill, or repetition of
successful targets after mixed failure. Use an explicit task-appropriate status
query to reconcile before considering any new approval or replay.
For verified retained evidence only, follow the actual root-family continuation:
gjc sdk --error-ref <id> --error-sha256 <digest> [--error-page <N>] [--error-agent-dir <dir>] --json
(or gjc daemon for that original family). Placeholders are not executable.
Retrieval is exclusive with help/operations, never reruns them and never scans
other roots. Records last exactly 24 hours without sliding reads; limits are 64
committed records, 1 MiB each, 16 MiB total, plus one 1 MiB pending file and a
4096-byte lock. Help/success never initializes the store. Concatenate contiguous
base64 fragments, verify total bytes and SHA256, then decode UTF-8/JSON; never
execute partial fields or paste escaped text display literals as shell argv.
If publication fails (disk, permissions, quota or verification), the error can
be incomplete with evidence.status: "unavailable" and continuation: null.
Preserve the original certainty and warn against blind retry; do not invent a
locator, alternative store or lossless-retrieval guarantee. Even a published
record becomes unavailable after expiry or deletion.
Daemon targets are telegram/discord/slack, never SDK: do not suggest
gjc daemon restart sdk. Stop/restart can interrupt work and --force permits
SIGKILL. session retire is a proof-bound mutation, not a status query, and is
outside this skill's allowlist; uncertainty alone does not authorize retirement.
For a lost session.create response, use the read-only lookup with the same request key and create target retained before dispatch:
gjc sdk session raw global --op session.lookup \
--idempotency-key <create-request-key> \
--json-input '{"cwd":"/absolute/path/to/repo"}' \
--jsonLookup never replays creation. Treat not_found as an unknown outcome, not as proof that the create did not execute; found, pending, conflict, uncertain, and terminal remain distinct structured statuses.
session.deleteThe templates demonstrate one inspection flow and one allowlisted per-session control flow. Keep broader lifecycle orchestration in reviewed scripts that use the documented lifecycle facade and stable idempotency keys.
© Yeachan-Heo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in sdk-skills/gjc-sdk-operate of Yeachan-Heo/gajae-code.
Open the folder on GitHubat commit 91fe978
Gjc SDK Operate 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 |
|---|---|---|---|---|---|---|
| Gjc SDK Operate this skillYeachan-Heo/gajae-code | 2.9k | — | ~1.8k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 10 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 36 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Skill CreatorAzure/azqr | 796 | 89 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Yeachan-Heo/gajae-code
Runs one improvement mission as a bounded loop: each round makes a change, runs a strict JSON evaluator, logs the decision in markdown and continues until a max runtime is hit.
Yeachan-Heo/gajae-code
Shorthand for oh-my-claudecode's consensus planning, where Planner, Architect and Critic agents iterate on a plan before any execution begins.
Yeachan-Heo/gajae-code
Breaks a brief into ordered goals, keeps a durable ledger under .omc/ultragoal and prints handoff text so a Claude /goal run survives session restarts.
Yeachan-Heo/gajae-code
Delegate planning and execution workflows to gajae-code via the coordinator MCP server.
Yeachan-Heo/gajae-code
Discover and inspect trusted local GJC sessions through the broker-bound session CLI.
Yeachan-Heo/gajae-code
Operate GJC SDK sessions from the CLI (gjc sdk session list|inspect|send|status|tail|close|raw plus the explicit raw control|query|global hatch).
Categories
Operate trusted local GJC sessions through a reviewed broker-bound CLI allowlist with single-use human approval. Gjc SDK Operate is an agent skill from Yeachan-Heo/gajae-code. Operate trusted local GJC sessions through a reviewed broker-bound CLI allowlist with single-use human approval.
Gjc SDK Operate fits situations like: agent Workflows work in your project.
Run `npx skills add Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a claude-code`. Or copy the skill folder (sdk-skills/gjc-sdk-operate in Yeachan-Heo/gajae-code) into .claude/skills/gjc-sdk-operate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a codex`. Or copy the skill folder (sdk-skills/gjc-sdk-operate in Yeachan-Heo/gajae-code) into .agents/skills/gjc-sdk-operate in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Yeachan-Heo/gajae-code --skill gjc-sdk-operate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gjc-sdk-operate, .gemini/skills/gjc-sdk-operate, .github/skills/gjc-sdk-operate and .opencode/skills/gjc-sdk-operate in your project.
SKILL.md names no scripts, command-line tools or credentials: Gjc SDK Operate is instructions for the agent only.
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.
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.
Gjc SDK Operate is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Gjc SDK Operate: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Yeachan-Heo (a GitHub user) maintains it in Yeachan-Heo/gajae-code, which has 2,937 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 10, 2026.
Source: Yeachan-Heo/gajae-code on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.