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.
Entry point for implementing an operator-suggested change to DeepReason.
$ npx skills add AHepi/DeepReason --skill dr-change-orchestrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AHepi/DeepReason dr-change-orchestrator --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/AHepi/DeepReason.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/dr-change-orchestrator .claude/skills/dr-change-orchestrator && 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 "dr-change-orchestrator" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-change-orchestrator into .claude/skills/dr-change-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-change-orchestrator", 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/AHepi/DeepReason/tree/main/.claude/skills/dr-change-orchestratorType 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 AHepi/DeepReason --skill dr-change-orchestrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AHepi/DeepReason dr-change-orchestrator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/dr-change-orchestrator .agents/skills/dr-change-orchestrator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dr-change-orchestrator" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-change-orchestrator into .agents/skills/dr-change-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-change-orchestrator", 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 AHepi/DeepReason --skill dr-change-orchestrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AHepi/DeepReason dr-change-orchestrator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/dr-change-orchestrator .cursor/skills/dr-change-orchestrator && 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 "dr-change-orchestrator" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-change-orchestrator into .cursor/skills/dr-change-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-change-orchestrator", 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/AHepi/DeepReason.git --path .claude/skills/dr-change-orchestrator--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 AHepi/DeepReason --skill dr-change-orchestrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AHepi/DeepReason dr-change-orchestrator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/dr-change-orchestrator .gemini/skills/dr-change-orchestrator && 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 "dr-change-orchestrator" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-change-orchestrator into .gemini/skills/dr-change-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-change-orchestrator", 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 AHepi/DeepReason dr-change-orchestratorInstalls 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 AHepi/DeepReason --skill dr-change-orchestrator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/dr-change-orchestrator .github/skills/dr-change-orchestrator && 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 "dr-change-orchestrator" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-change-orchestrator into .github/skills/dr-change-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-change-orchestrator", 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 AHepi/DeepReason --skill dr-change-orchestrator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AHepi/DeepReason dr-change-orchestrator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/dr-change-orchestrator .opencode/skills/dr-change-orchestrator && 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 "dr-change-orchestrator" agent skill from https://github.com/AHepi/DeepReason/tree/main/.claude/skills/dr-change-orchestrator into .opencode/skills/dr-change-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dr-change-orchestrator", 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.
dr-change-orchestratorEntry point for implementing an operator-suggested change to DeepReason.
Dr Change Orchestrator is an agent skill from AHepi/DeepReason. Entry point for implementing an operator-suggested change to DeepReason. Routes through capture, spec, plan, stepwise execution, validation, and delivery — one phase at a time, with a verbatim request ledger nothing may drift from. Use when the operator says "add", "change", "make it", "I want", or suggests any modification.
Its SKILL.md is about 1.4k 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.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9607fba. 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.
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.
Dr Change Orchestrator loads about 1.4k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 676 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 AHepi/DeepReason at commit 9607fba, republished under its MIT licence (© AHepi). 676 words, ~1,381 tokens.
.claude/skills/dr-change-orchestrator/SKILL.md (or your agent's skills folder).The operator has suggested a change. Your job is to implement exactly
that change — not the change you would have designed, not the
neighboring improvement, not a partial version you forgot to finish.
This workflow differs from deepreason-orchestrator (defects): there
is no diagnosis; the authority is the OPERATOR'S WORDS, and every
phase traces back to them.
REQUEST.md is the single source of authority. It holds the
operator's suggestion VERBATIM, split into numbered requirements
(R1, R2, ...). Every later artifact cites requirement numbers.
dr-spec-change to reconcile. Never absorb new instructions
silently into the current step.superseded-by:<n> or
deferred (operator approved <where>).dr-ask-the-right-question: derive the answer
from the record and the operator's recorded values first; a fork
the dominance test kills is decided and noted, not asked.PARKED.md (a defect goes to the deepreason-orchestrator
workflow later). Never fix it now. Write the entry for its future
runner, at park time: one line of WHAT, then a ready-to-send prompt
(route, one-goal statement, evidence pointers, end state) — the
follow-up should cost the operator a paste, not an authoring
session.dr-drive-harness §6's calibration note.Full procedure, canonical: dr-drive-harness §4 — docs/map/INDEX.md
→ INV-frozen-surfaces.md → seam document (before either subsystem) →
record the resolved ids in the tranche's first artifact.
The map is maintained by the phases that change code, in the same
commit — see dr-execute-step and dr-implement-fix. Nothing else may
advance a Verified-at: stamp.
Same as deepreason-orchestrator: verify branch head, working-tree
state, deepreason importable (else pip install -e . --break-system-packages -q); resync the branch if the container
rolled back. Do this once before routing. The full driving manual —
preflight, CLI lifecycle, ladders, where to look — is
dr-drive-harness; load it if this session has not run the harness
before. Also load pinker-write-for-readers once per session, BEFORE
your first message the operator will see: it binds every
operator-facing message (intermediary status reports included, not
just the final one) — worry first, the operator's own vocabulary
instead of terms of art (a message that has to define a term has
failed — CLAUDE.md Conventions, 2026-09-03), one closing analogy on
the final output.
| State of the tranche | Route to |
|---|---|
| Operator words not yet in REQUEST.md | dr-capture-request |
| REQUEST.md exists, no SPEC.md (or new requirements appended) | dr-spec-change |
| SPEC.md approved, no CHECKLIST.md | dr-plan-steps |
| CHECKLIST.md has an unchecked step | dr-execute-step (exactly one step) |
| All steps checked, no VALIDATION.md | dr-validate-change |
| VALIDATION.md verdict PASS | dr-deliver-change |
| VALIDATION.md verdict FAIL | back to dr-plan-steps with the failure appended (re-plan the failing steps only) |
After EVERY phase (and every executed step): commit and push the
tranche directory — canonical rationale in dr-drive-harness §1.
One directory per suggestion, e.g. experiments/<date>-change-<slug>/:
REQUEST.md, SPEC.md, CHECKLIST.md, VALIDATION.md,
DELIVERY.md, PARKED.md.
dr-execute-step, and no step outside
CHECKLIST.md.env/credential files —
both procedures canonical in dr-drive-harness §1/§3.dr-deliver-change.© AHepi, 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 .claude/skills/dr-change-orchestrator of AHepi/DeepReason.
Open the folder on GitHubat commit 9607fba
Dr Change Orchestrator 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 |
|---|---|---|---|---|---|---|
| Dr Change Orchestrator this skillAHepi/DeepReason | 141 | — | ~1.4k | 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 | 35 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.
AHepi/DeepReason
Orchestrate a Steven Pinker-grounded workflow for teaching, explanatory writing, or material that must do both.
AHepi/DeepReason
Design, deliver, or audit explanations and lessons with a Pinker-informed focus on phenomena, the curse of knowledge, concrete models, active reasoning, feedback, and revision.
AHepi/DeepReason
Draft, revise, teach, or audit expository prose using Pinker's cognitive approach to style: classic presentation, reader modeling, curse-of-knowledge repair, coherent information order, deliberate…
AHepi/DeepReason
Build a battery of concrete instances BEFORE writing or evaluating any definition, pin, or semantic clause (Reed step 1).
AHepi/DeepReason
Rules for writing, editing, and retiring skill and workflow files for LLM agents.
AHepi/DeepReason
Entry point for any DeepReason problem. An agent skill from AHepi/DeepReason.
Categories
Entry point for implementing an operator-suggested change to DeepReason. Dr Change Orchestrator is an agent skill from AHepi/DeepReason. Entry point for implementing an operator-suggested change to DeepReason.
Dr Change Orchestrator fits situations like: the operator says add; suggests any modification.
Run `npx skills add AHepi/DeepReason --skill dr-change-orchestrator -a claude-code`. Or copy the skill folder (.claude/skills/dr-change-orchestrator in AHepi/DeepReason) into .claude/skills/dr-change-orchestrator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add AHepi/DeepReason --skill dr-change-orchestrator -a codex`. Or copy the skill folder (.claude/skills/dr-change-orchestrator in AHepi/DeepReason) into .agents/skills/dr-change-orchestrator 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 AHepi/DeepReason --skill dr-change-orchestrator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dr-change-orchestrator, .gemini/skills/dr-change-orchestrator, .github/skills/dr-change-orchestrator and .opencode/skills/dr-change-orchestrator in your project.
SKILL.md names no scripts, command-line tools or credentials: Dr Change Orchestrator is instructions for the agent only. Our summary lists: Python 3.
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.
Dr Change Orchestrator is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.5k 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 Dr Change Orchestrator: 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.
AHepi (a GitHub user) maintains it in AHepi/DeepReason, which has 141 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on September 10, 2026.
Source: AHepi/DeepReason on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.