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.
Drive the full implementation loop for an approved plan — analyze, implement, validate, test, architect-review, triage, fix, summarize.
Install Run Impl Loop
$ npx skills add atherio-danp/cde-dotnetcc --skill run-impl-loop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install atherio-danp/cde-dotnetcc run-impl-loop --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/atherio-danp/cde-dotnetcc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/run-impl-loop .claude/skills/run-impl-loop && 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 "run-impl-loop" agent skill from https://github.com/atherio-danp/cde-dotnetcc/tree/main/.claude/skills/run-impl-loop into .claude/skills/run-impl-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-impl-loop", 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/atherio-danp/cde-dotnetcc/tree/main/.claude/skills/run-impl-loopType 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 atherio-danp/cde-dotnetcc --skill run-impl-loop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install atherio-danp/cde-dotnetcc run-impl-loop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atherio-danp/cde-dotnetcc.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/run-impl-loop .agents/skills/run-impl-loop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "run-impl-loop" agent skill from https://github.com/atherio-danp/cde-dotnetcc/tree/main/.claude/skills/run-impl-loop into .agents/skills/run-impl-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-impl-loop", 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 atherio-danp/cde-dotnetcc --skill run-impl-loop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install atherio-danp/cde-dotnetcc run-impl-loop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atherio-danp/cde-dotnetcc.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/run-impl-loop .cursor/skills/run-impl-loop && 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 "run-impl-loop" agent skill from https://github.com/atherio-danp/cde-dotnetcc/tree/main/.claude/skills/run-impl-loop into .cursor/skills/run-impl-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-impl-loop", 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/atherio-danp/cde-dotnetcc.git --path .claude/skills/run-impl-loop--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 atherio-danp/cde-dotnetcc --skill run-impl-loop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install atherio-danp/cde-dotnetcc run-impl-loop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atherio-danp/cde-dotnetcc.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/run-impl-loop .gemini/skills/run-impl-loop && 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 "run-impl-loop" agent skill from https://github.com/atherio-danp/cde-dotnetcc/tree/main/.claude/skills/run-impl-loop into .gemini/skills/run-impl-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-impl-loop", 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 atherio-danp/cde-dotnetcc run-impl-loopInstalls 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 atherio-danp/cde-dotnetcc --skill run-impl-loop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/atherio-danp/cde-dotnetcc.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/run-impl-loop .github/skills/run-impl-loop && 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 "run-impl-loop" agent skill from https://github.com/atherio-danp/cde-dotnetcc/tree/main/.claude/skills/run-impl-loop into .github/skills/run-impl-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-impl-loop", 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 atherio-danp/cde-dotnetcc --skill run-impl-loop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install atherio-danp/cde-dotnetcc run-impl-loop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atherio-danp/cde-dotnetcc.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/run-impl-loop .opencode/skills/run-impl-loop && 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 "run-impl-loop" agent skill from https://github.com/atherio-danp/cde-dotnetcc/tree/main/.claude/skills/run-impl-loop into .opencode/skills/run-impl-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-impl-loop", 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.
Facts
- Skill name
run-impl-loop- GitHub stars
- 109
- Token cost
- ~1.2k tokens
- SKILL.md length
- 577 words
- Files
- 1
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- None found
At a glance
Drive the full implementation loop for an approved plan — analyze, implement, validate, test, architect-review, triage, fix, summarize.
- Works in 6 steps: Analyze (you) → Evaluate tests + review deviations (you) → Architect review (workflow) → …
- Dan says to build / run an approved implementation plan from docs/plans
- SKILL.md covers 1. Analyze (you), 2–4. Implement → validate →…, 5. Evaluate tests + review… and 6. Architect review (workflow), plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Run Impl Loop is an agent skill from atherio-danp/cde-dotnetcc. Drive the full implementation loop for an approved plan — analyze, implement, validate, test, architect-review, triage, fix, summarize. Use when Dan says to build / run an approved implementation plan from docs/plans.
Its SKILL.md is about 1.2k 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, covering Planning. The repository describes itself as: Claude Code harness for .NET developers.
When your agent uses it
- Dan says to build / run an approved implementation plan from docs/plans
- Tasks that involve Planning
Example prompts
- “/run-impl-loop”
Requirements
- Pre-approved tools (allowed-tools): Read, Glob, Grep, Bash, mcp__serena__initial_instructions, mcp__serena__find_symbol, mcp__serena__get_symbols_overview, mcp__serena__find_referencing_symbols, mcp__serena__search_for_pattern, Workflow, Task, Agent
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Analyze (you)
- Evaluate tests + review deviations (you)
- Architect review (workflow)
- Triage (you)
- Fix (workflow)
- Summary (you)
What it can do on your machine
Read from SKILL.md and the folder at commit c72a3f9. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepBashmcp__serena__initial_instructionsmcp__serena__find_symbolmcp__serena__get_symbols_overviewmcp__serena__find_referencing_symbolsmcp__serena__search_for_patternWorkflow
…and 2 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Runs code
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.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Run Impl Loop loads about 1.2k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 577 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.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Glob, Grep, Bash, mcp__serena__initial_instructions, mcp__serena__find_symbol, mcp__serena__ge
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.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 577 words (~1,176 tokens).
“YOU (the main agent) drive this loop and OWN the judgment steps; the mechanical fan-out runs in saved workflows. This is the hybrid operating model: the main agent keeps the judgment steps (1, 5, 7, 9) and calls saved workflows…”
- name
- run-impl-loop
- allowed-tools
- Read, Glob, Grep, Bash, mcp__serena__initial_instructions, mcp__serena__find_symbol, mcp__serena__get_symbols_overview, mcp__serena__find_referencing_symbols, mcp__serena__search_for_pattern, Workflow, Task, Agent
- argument-hint
- <path-to-approved-plan.md> [scope: backend|frontend|fullstack]
- disable-model-invocation
- false
Files
Just SKILL.md in .claude/skills/run-impl-loop of atherio-danp/cde-dotnetcc.
Open the folder on GitHubat commit c72a3f9
Compare with similar skills
Run Impl Loop 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 |
|---|---|---|---|---|---|---|
| Run Impl Loop this skillatherio-danp/cde-dotnetcc | 109 | — | ~1.2k | Automated safety check: Notes | None | |
| Executing Plans Inlineobra/superpowers | 296k | 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 | 38 repos | ~1.2k | Automated safety check: Pass | None |
Similar skills
Interview Me
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.
OpenSpec Guided Onboarding
Fission-AI/OpenSpec
Walks you through a complete OpenSpec workflow cycle with narration while doing real work in your codebase.
Writing Plans
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…
Subagent Driven Development
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
Planning With Files
jd-opensource/JoySafeter
Implements Manus-style file-based planning for complex tasks.
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Related
Categories
Questions about Run Impl Loop
What does Run Impl Loop do?
Drive the full implementation loop for an approved plan — analyze, implement, validate, test, architect-review, triage, fix, summarize. Run Impl Loop is an agent skill from atherio-danp/cde-dotnetcc. Drive the full implementation loop for an approved plan — analyze, implement, validate, test, architect-review, triage, fix, summarize.
When should I use Run Impl Loop?
Run Impl Loop fits situations like: dan says to build / run an approved implementation plan from docs/plans; tasks that involve Planning.
How do I install Run Impl Loop in Claude Code?
Run `npx skills add atherio-danp/cde-dotnetcc --skill run-impl-loop -a claude-code`. Or copy the skill folder (.claude/skills/run-impl-loop in atherio-danp/cde-dotnetcc) into .claude/skills/run-impl-loop in your project. Claude Code loads it when a task matches its description.
How do I install Run Impl Loop in Codex?
Run `npx skills add atherio-danp/cde-dotnetcc --skill run-impl-loop -a codex`. Or copy the skill folder (.claude/skills/run-impl-loop in atherio-danp/cde-dotnetcc) into .agents/skills/run-impl-loop in your project. Codex loads it when a task matches its description.
Can I use Run Impl Loop in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add atherio-danp/cde-dotnetcc --skill run-impl-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/run-impl-loop, .gemini/skills/run-impl-loop, .github/skills/run-impl-loop and .opencode/skills/run-impl-loop in your project.
What does Run Impl Loop need to run?
SKILL.md names no scripts, command-line tools or credentials: Run Impl Loop is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Bash, mcp__serena__initial_instructions, mcp__serena__find_symbol, mcp__serena__get_symbols_overview, mcp__serena__find_referencing_symbols, mcp__serena__search_for_pattern, Workflow, Task, Agent.
Does Run Impl Loop access the network?
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.
Is Run Impl Loop safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Run Impl Loop use?
No licence was found for Run Impl Loop or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Run Impl Loop use?
About 1.2k tokens (SKILL.md is roughly 4.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Run Impl Loop?
Skills that share tags, products or a category with Run Impl Loop: Executing Plans Inline (obra/superpowers, 296k 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.
Who maintains Run Impl Loop?
atherio-danp (a GitHub user) maintains it in atherio-danp/cde-dotnetcc, which has 109 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on July 26, 2026.
Source: atherio-danp/cde-dotnetcc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.