Mspm0 Ccs
mc3545dada/mspm0-skill
Tool-neutral CLI agent rules for TI MSPM0 development with Code Composer Studio, Keil/uVision, CMake/GCC/OpenOCD, SysConfig, and DriverLib.
Judges a pasted tip, post or video summary against what the kipi system already has, and returns adopt, skip or already-built with the files that back the verdict.
Install Improve Idea Critique
$ npx skills add assafkip/kipi-system --skill improve -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install assafkip/kipi-system improve --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/assafkip/kipi-system.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/kipi-core/skills/improve .claude/skills/improve && 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 "improve" agent skill from https://github.com/assafkip/kipi-system/tree/main/plugins/kipi-core/skills/improve into .claude/skills/improve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "improve", 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/assafkip/kipi-system/tree/main/plugins/kipi-core/skills/improveType 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 assafkip/kipi-system --skill improve -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install assafkip/kipi-system improve --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/assafkip/kipi-system.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/kipi-core/skills/improve .agents/skills/improve && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "improve" agent skill from https://github.com/assafkip/kipi-system/tree/main/plugins/kipi-core/skills/improve into .agents/skills/improve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "improve", 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 assafkip/kipi-system --skill improve -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install assafkip/kipi-system improve --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/assafkip/kipi-system.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/kipi-core/skills/improve .cursor/skills/improve && 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 "improve" agent skill from https://github.com/assafkip/kipi-system/tree/main/plugins/kipi-core/skills/improve into .cursor/skills/improve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "improve", 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/assafkip/kipi-system.git --path plugins/kipi-core/skills/improve--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 assafkip/kipi-system --skill improve -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install assafkip/kipi-system improve --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/assafkip/kipi-system.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/kipi-core/skills/improve .gemini/skills/improve && 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 "improve" agent skill from https://github.com/assafkip/kipi-system/tree/main/plugins/kipi-core/skills/improve into .gemini/skills/improve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "improve", 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 assafkip/kipi-system improveInstalls 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 assafkip/kipi-system --skill improve -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/assafkip/kipi-system.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/kipi-core/skills/improve .github/skills/improve && 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 "improve" agent skill from https://github.com/assafkip/kipi-system/tree/main/plugins/kipi-core/skills/improve into .github/skills/improve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "improve", 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 assafkip/kipi-system --skill improve -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install assafkip/kipi-system improve --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/assafkip/kipi-system.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/kipi-core/skills/improve .opencode/skills/improve && 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 "improve" agent skill from https://github.com/assafkip/kipi-system/tree/main/plugins/kipi-core/skills/improve into .opencode/skills/improve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "improve", 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
improve- GitHub stars
- 112
- Token cost
- ~729 tokens
- SKILL.md length
- 349 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- MIT
At a glance
Judges a pasted tip, post or video summary against what the kipi system already has, and returns adopt, skip or already-built with the files that back the verdict.
- Works in 2 steps: Deterministic (this skill must run it,… → Judgment (the skill): read what the…
- Deciding whether a tip from a post or transcript is worth adopting
- SKILL.md covers The two halves, Hard constraint, Do not and Changelog
- Runs Python scripts from its folder; calls python3
What it does
The skill runs in two halves. First it must run scripts/improve_ground.py with a target type such as rule, hook, trigger, skill or prompt and the idea in one sentence. The script prints a JSON verdict with citations to lessons paths or named files, plus a report of which lessons directories were read, missing or unreadable. It exits 0 for already-built or adopt and 2 for skip, and the KIPI_LESSONS_CORPORA variable adds more corpora to check against.
Second, the agent opens what the script cited and writes a short critique: the idea restated as a change to the system, what already covers it with the exact line, and a verdict. An already-built verdict names the file, adopt names the smallest change and a check that would prove it, and skip gives the classifier's reason. Ideas about what to build, sell, price, publish or advise a client are always skipped. The agent must not cite from memory, widen the trigger or read a corpus reported as missing.
When your agent uses it
- Deciding whether a tip from a post or transcript is worth adopting
- Checking whether a suggested rule or hook already exists in your setup
- Comparing an outside idea against the lessons your system has recorded
- Getting a grounded adopt or skip verdict instead of an opinion
Example prompts
- “Improve: should we add a pre-commit hook that blocks commits without a ticket number?”
- “Here is a video summary about context pruning. Compare this to what we have.”
- “Should we do this? A post says every skill needs a changelog line per edit.”
- “Run improve on this pasted tip about scheduling a weekly review job.”
Requirements
- Python 3 to run improve_ground.py
- The kipi-core plugin with its lessons corpora
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Deterministic (this skill must run it, never reason from memory)
- Judgment (the skill): read what the script cited. Then write the
What it can do on your machine
Read from SKILL.md and the folder at commit 17583bd. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Improve Idea Critique loads about 729 tokens when it runs. Until then it costs about 107 tokens; SKILL.md has 349 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 passed
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); the scripts in this folder are not scanned.
SKILL.md
The full file from assafkip/kipi-system at commit 17583bd, republished under its MIT licence (© assafkip). 349 words, ~729 tokens.
Download SKILL.mdSave it as
.claude/skills/improve/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- improve
- description
- Critique an outside idea (a pasted tip, post, transcript or video summary) against what this system already has. Use when the founder pastes something and asks whether to adopt it, or says 'improve', 'should we do this', 'compare this to what we have'. Grounded by scripts/improve_ground.py in the lessons corpora and named files; returns adopt, skip, or already-built, and NEVER decides what to build, sell or publish.
Improve: an outside idea, judged against the system that exists
Plan item 2d of the morning-brief overhaul (Bloom's improve pass). The
founder pastes an idea. This skill answers one question: does it change how
the SYSTEM works, and is that change already here?
The two halves
Deterministic (this skill must run it, never reason from memory):
bash python3 plugins/kipi-core/skills/improve/scripts/improve_ground.py --target <rule|lint|hook|trigger|context|skill|prompt|test|script|job> "<idea in one sentence>"It prints a JSON verdict with
cites(lessons paths or named files) and acorporareport saying which lessons directories were read, missing or unreadable. Exit 0 foralready-built/adopt, 2 forskip. SetKIPI_LESSONS_CORPORA=/path/one:/path/twoto ground against more than this instance's corpus; the report names each one either way.Judgment (the skill): read what the script cited. Then write the critique in this shape:
- The idea, in one sentence, as a SYSTEM change (a stage, a trigger, a rule, a context entry). If it cannot be phrased that way it is roadmap, and the verdict is skip regardless of how good the idea is.
- What already exists: the cited file or lesson, opened, with the line that covers it. Not "we have something like that".
- Verdict:
already-built(name the file),adopt(name the smallest change and the check that would prove it), orskip(name the reason the classifier gave).
Show full SKILL.md (140 more words)Show less
Hard constraint
This skill fixes the system. It never decides the roadmap. An idea about what
to build, sell, price, publish or advise a client returns skip from the
script (roadmap_scope.py, fail-closed on unknown) and the skill does not
override that with judgment. If the founder wants the product conversation,
that is a conversation, not this skill.
Do not
- Cite from memory. If the script's
citesis empty the verdict is not a verdict; say so. - Widen the trigger. This is on-demand only; it never rides the brief or the weekly pass.
- Read a corpus the report says is missing. Say it is missing.
Changelog
- 2026-09-01: created (prd-morning-brief-learns, issue mbl-improve-skill). Verdicts cite a lessons path or a named file; corpora contract via KIPI_LESSONS_CORPORA; roadmap ideas skip by classifier, never by judgment; one line per entry because test_skill_changelog.py reads each line.
© assafkip, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (scripts) in plugins/kipi-core/skills/improve of assafkip/kipi-system.
- SKILL.md
- scripts/improve_ground.py
- scripts/test_improve_ground.py
Open the folder on GitHubat commit 17583bd
Compare with similar skills
Improve Idea Critique 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 |
|---|---|---|---|---|---|---|
| Improve Idea Critique this skillassafkip/kipi-system | 112 | — | ~729 | Automated safety check: Pass | MIT | |
| Mspm0 Ccsmc3545dada/mspm0-skill | 374 | — | ~4.5k | Automated safety check: Pass | MIT | |
| Generate AI Rulesdivar-ir/ai-doc-gen | 765 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Goal Prompt Builderwin4r/goal-prompt-builder | 228 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Requirement Ledger CLI Workflowadand-91/gpt-6-astra-skill | 125 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Analyze Codebasedivar-ir/ai-doc-gen | 765 | — | ~899 | Automated safety check: Pass | MIT |
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Works with
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Questions about Improve Idea Critique
What does Improve Idea Critique do?
Judges a pasted tip, post or video summary against what the kipi system already has, and returns adopt, skip or already-built with the files that back the verdict. The skill runs in two halves.py with a target type such as rule, hook, trigger, skill or prompt and the idea in one sentence.
When should I use Improve Idea Critique?
Improve Idea Critique fits situations like: deciding whether a tip from a post or transcript is worth adopting; checking whether a suggested rule or hook already exists in your setup; comparing an outside idea against the lessons your system has recorded; getting a grounded adopt or skip verdict instead of an opinion.
How do I install Improve Idea Critique in Claude Code?
Run `npx skills add assafkip/kipi-system --skill improve -a claude-code`. Or copy the skill folder (plugins/kipi-core/skills/improve in assafkip/kipi-system) into .claude/skills/improve in your project. Claude Code loads it when a task matches its description.
How do I install Improve Idea Critique in Codex?
Run `npx skills add assafkip/kipi-system --skill improve -a codex`. Or copy the skill folder (plugins/kipi-core/skills/improve in assafkip/kipi-system) into .agents/skills/improve in your project. Codex loads it when a task matches its description.
Can I use Improve Idea Critique 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 assafkip/kipi-system --skill improve -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/improve, .gemini/skills/improve, .github/skills/improve and .opencode/skills/improve in your project.
What does Improve Idea Critique need to run?
Going by SKILL.md and its folder, Improve Idea Critique needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3 to run improve_ground.py; The kipi-core plugin with its lessons corpora.
Does Improve Idea Critique 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 Improve Idea Critique safe to install?
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Improve Idea Critique use?
Improve Idea Critique is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Improve Idea Critique use?
About 729 tokens (SKILL.md is roughly 2.9k 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 Improve Idea Critique?
Skills that share tags, products or a category with Improve Idea Critique: Mspm0 Ccs (mc3545dada/mspm0-skill, 374 stars), Generate AI Rules (divar-ir/ai-doc-gen, 765 stars), Goal Prompt Builder (win4r/goal-prompt-builder, 228 stars) and Requirement Ledger CLI Workflow (adand-91/gpt-6-astra-skill, 125 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Improve Idea Critique?
assafkip (a GitHub user) maintains it in assafkip/kipi-system, which has 112 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 7, 2026.
Source: assafkip/kipi-system on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.