Executing Plans Inline
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.
在实现、实验、写作或规划之前进行轻量级意图对齐。当用户明确要求对齐意图、复述需求、确认理解时使用;当请求存在歧义、两种合理的实现方式会产生明显不同结果时,也应在开始任何中小型实现/实验/写作任务前主动使用。对于意图完全清晰的一步式小请求不要使用,也不要进入完整的 Plan Mode。
$ npx skills add haibarazz/awesome-codex-research --skill intent-aligner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install haibarazz/awesome-codex-research intent-aligner --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/haibarazz/awesome-codex-research.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/intent-aligner .claude/skills/intent-aligner && 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 "intent-aligner" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/intent-aligner into .claude/skills/intent-aligner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "intent-aligner", 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/haibarazz/awesome-codex-research/tree/main/skills/intent-alignerType 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 haibarazz/awesome-codex-research --skill intent-aligner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install haibarazz/awesome-codex-research intent-aligner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/intent-aligner .agents/skills/intent-aligner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "intent-aligner" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/intent-aligner into .agents/skills/intent-aligner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "intent-aligner", 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 haibarazz/awesome-codex-research --skill intent-aligner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install haibarazz/awesome-codex-research intent-aligner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/intent-aligner .cursor/skills/intent-aligner && 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 "intent-aligner" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/intent-aligner into .cursor/skills/intent-aligner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "intent-aligner", 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/haibarazz/awesome-codex-research.git --path skills/intent-aligner--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 haibarazz/awesome-codex-research --skill intent-aligner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install haibarazz/awesome-codex-research intent-aligner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/intent-aligner .gemini/skills/intent-aligner && 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 "intent-aligner" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/intent-aligner into .gemini/skills/intent-aligner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "intent-aligner", 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 haibarazz/awesome-codex-research intent-alignerInstalls 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 haibarazz/awesome-codex-research --skill intent-aligner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/intent-aligner .github/skills/intent-aligner && 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 "intent-aligner" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/intent-aligner into .github/skills/intent-aligner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "intent-aligner", 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 haibarazz/awesome-codex-research --skill intent-aligner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install haibarazz/awesome-codex-research intent-aligner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/intent-aligner .opencode/skills/intent-aligner && 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 "intent-aligner" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/intent-aligner into .opencode/skills/intent-aligner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "intent-aligner", 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.
intent-aligner在实现、实验、写作或规划之前进行轻量级意图对齐。当用户明确要求对齐意图、复述需求、确认理解时使用;当请求存在歧义、两种合理的实现方式会产生明显不同结果时,也应在开始任何中小型实现/实验/写作任务前主动使用。对于意图完全清晰的一步式小请求不要使用,也不要进入完整的 Plan Mode。
Intent Aligner is an agent skill from haibarazz/awesome-codex-research. 在实现、实验、写作或规划之前进行轻量级意图对齐。当用户明确要求对齐意图、复述需求、确认理解时使用;当请求存在歧义、两种合理的实现方式会产生明显不同结果时,也应在开始任何中小型实现/实验/写作任务前主动使用。对于意图完全清晰的一步式小请求不要使用,也不要进入完整的 Plan Mode。
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Agent Workflows, covering Planning.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e3ca125. 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.
Intent Aligner loads about 593 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 102 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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 102 words (~593 tokens).
SKILL.md and 1 other file in skills/intent-aligner of haibarazz/awesome-codex-research.
Open the folder on GitHubat commit e3ca125
Intent Aligner 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 |
|---|---|---|---|---|---|---|
| Intent Aligner this skillhaibarazz/awesome-codex-research | 100 | — | ~593 | Automated safety check: Pass | None | |
| Executing Plans Inlineobra/superpowers | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Interview Meaddyosmani/agent-skills | 103k | 6 repos | ~3.8k | Automated safety check: Pass | MIT | |
| OpenSpec Guided OnboardingFission-AI/OpenSpec | 71k | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Writing Plansgeeksblabla/stateofdev.ma | 163 | 57 repos | ~661 | Automated safety check: Pass | None | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 37 repos | ~1.2k | Automated safety check: Pass | None |
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.
addyosmani/agent-skills
Asks one question at a time, each with a best guess attached, until the agent is about 95 percent sure what you really want, before any plan, spec or code.
Fission-AI/OpenSpec
Walks you through a complete OpenSpec workflow cycle with narration while doing real work in your codebase.
geeksblabla/stateofdev.ma
A skill your agent uses when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file…
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
jd-opensource/JoySafeter
Implements Manus-style file-based planning for complex tasks.
haibarazz/awesome-codex-research
Run rigorous end-to-end autonomous ML and AI research after a user provides a dataset, target, and research budget.
haibarazz/awesome-codex-research
Guide a complete baseline-first ML or computational data-science method-innovation project, from workspace and direction discovery through finding and running common and recent baselines, diagnosing…
haibarazz/awesome-codex-research
A skill your agent uses when the host coding agent should control an AutoDL or SSH server from the local machine, run remote commands, and explicitly upload or download selected files.
haibarazz/awesome-codex-research
A skill your agent uses when AutoDL Remote should run or monitor long remote jobs through tmux panes.
haibarazz/awesome-codex-research
Plan, execute, monitor, verify, compare, and document reproducible machine-learning experiments.
haibarazz/awesome-codex-research
面向信息系统计算设计科学(CDS)研究,根据用户的数据、研究情境与研究问题,分别识别问题/理论视角和技术/算法两条文献对话线,检索并核验全文,制作可追溯的文献对话地图,最终澄清研究的最近邻、理论祖先、方法缺口与可辩护定位。适用于选题定位、相关工作规划、方法定位和后续综述;核心不是代写文献综述。
Categories
在实现、实验、写作或规划之前进行轻量级意图对齐。当用户明确要求对齐意图、复述需求、确认理解时使用;当请求存在歧义、两种合理的实现方式会产生明显不同结果时,也应在开始任何中小型实现/实验/写作任务前主动使用。对于意图完全清晰的一步式小请求不要使用,也不要进入完整的 Plan Mode。. Intent Aligner is an agent skill from haibarazz/awesome-codex-research.
Intent Aligner fits situations like: tasks that involve Planning.
Run `npx skills add haibarazz/awesome-codex-research --skill intent-aligner -a claude-code`. Or copy the skill folder (skills/intent-aligner in haibarazz/awesome-codex-research) into .claude/skills/intent-aligner in your project. Claude Code loads it when a task matches its description.
Run `npx skills add haibarazz/awesome-codex-research --skill intent-aligner -a codex`. Or copy the skill folder (skills/intent-aligner in haibarazz/awesome-codex-research) into .agents/skills/intent-aligner 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 haibarazz/awesome-codex-research --skill intent-aligner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/intent-aligner, .gemini/skills/intent-aligner, .github/skills/intent-aligner and .opencode/skills/intent-aligner in your project.
SKILL.md names no scripts, command-line tools or credentials: Intent Aligner 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.
No licence was found for Intent Aligner or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 593 tokens (SKILL.md is roughly 2.4k 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 Intent Aligner: Executing Plans Inline (obra/superpowers, 297k stars), Interview Me (addyosmani/agent-skills, 103k stars), OpenSpec Guided Onboarding (Fission-AI/OpenSpec, 71k stars) and Writing Plans (geeksblabla/stateofdev.ma, 163 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
haibarazz (a GitHub user) maintains it in haibarazz/awesome-codex-research, which has 100 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 23, 2026.
Source: haibarazz/awesome-codex-research on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.