Comparison
ccg-workflow vs caveman
Verdict
Pick ccg-workflow when ccg-workflow is primarily Go; caveman is JavaScript; pick caveman when caveman is primarily JavaScript; ccg-workflow is Go.
Markdown twin · ccg-workflow alternatives · caveman alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | ccg-workflow | caveman |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Active (7d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of 4d · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-15 As of today · osv@v1 | No lockfile (source not queried) As of 4d · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- ccg-workflow
- 多模型协作工作流引擎, /ccg:go 一个命令，AI 自动分析意图、选择策略、编排 Codex + Gemini + Claude 协作执行
- caveman
- Reduce token usage with concise 'caveman'-style prompts.
Stars
- ccg-workflow
- 5.7k
- caveman
- 88k
Forks
- ccg-workflow
- 435
- caveman
- 5.1k
Open issues
- ccg-workflow
- 4
- caveman
- 392
Language
- ccg-workflow
- Go
- caveman
- JavaScript
Adopt for
- ccg-workflow
- -
- caveman
- The **caveman** tool is designed for developers and AI users who aim to optimize their token usage through the generation of more concise prompts, thereby potentially reducing costs and improving efficiency. However, it犺
Persona
- ccg-workflow
- -
- caveman
- -
Runtime
- ccg-workflow
- -
- caveman
- -
License
- ccg-workflow
- MIT
- caveman
- MIT
Last pushed
- ccg-workflow
- Jul 15, 2026
- caveman
- Jul 3, 2026
Categories
- ccg-workflow
- AI Agents, Developer Tools, LLM Frameworks
- caveman
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- ccg-workflow
- Very active (96%)
- caveman
- Active (82%)
Days since push
- ccg-workflow
- 0d
- caveman
- 7d
Open issues (now)
- ccg-workflow
- 4
- caveman
- 392
OSV dependency advisories
- ccg-workflow
- No published findings from this source as of 2026-07-15
- caveman
- No lockfile (source not queried)
Full report
- ccg-workflow
- Trust report
- caveman
- Trust report
Choose ccg-workflow if…
- ccg-workflow is primarily Go; caveman is JavaScript.
- Tags unique to ccg-workflow: agent-teams, ccg, cli, codex.
- Also covers AI Agents.
When NOT to use ccg-workflow
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose caveman if…
- caveman is primarily JavaScript; ccg-workflow is Go.
- Tags unique to caveman: anthropic, caveman, prompt-engineering, tokens.
- When you need to significantly cut down on token usage in AI interactions, up to 65%, without losing essential information content.
When NOT to use caveman
- When requiring complex and detailed prompts that necessitate more nuanced expression beyond simple, 'caveman'-style sentences.
- For situations where adherence to formal or specific linguistic structures is mandatory for the task's success.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (fengshao1227/ccg-workflow) · observed Jul 15, 2026
- GitHub forks (fengshao1227/ccg-workflow) · observed Jul 15, 2026
- Last push (fengshao1227/ccg-workflow) · observed Jul 15, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (JuliusBrussee/caveman) · observed Jul 11, 2026
- GitHub forks (JuliusBrussee/caveman) · observed Jul 11, 2026
- Last push (JuliusBrussee/caveman) · observed Jul 3, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ccg-workflow 5.7k · caveman 88k (synced Jul 15, 2026).
Common questions
- What is the difference between ccg-workflow and caveman?
- ccg-workflow: 多模型协作工作流引擎, /ccg:go 一个命令，AI 自动分析意图、选择策略、编排 Codex + Gemini + Claude 协作执行. caveman: Reduce token usage with concise 'caveman'-style prompts.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ccg-workflow over caveman?
- Choose ccg-workflow over caveman when ccg-workflow is primarily Go; caveman is JavaScript; Tags unique to ccg-workflow: agent-teams, ccg, cli, codex; Also covers AI Agents.
- When should I choose caveman over ccg-workflow?
- Choose caveman over ccg-workflow when caveman is primarily JavaScript; ccg-workflow is Go; Tags unique to caveman: anthropic, caveman, prompt-engineering, tokens; When you need to significantly cut down on token usage in AI interactions, up to 65%, without losing essential information content.
- When should I avoid ccg-workflow?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid caveman?
- When requiring complex and detailed prompts that necessitate more nuanced expression beyond simple, 'caveman'-style sentences. For situations where adherence to formal or specific linguistic structures is mandatory for the task's success.
- Is ccg-workflow or caveman more popular on GitHub?
- caveman has more GitHub stars (87,950 vs 5,719). Stars measure visibility, not whether either tool fits your constraints.
- Are ccg-workflow and caveman open source?
- Yes - both are open-source projects on GitHub (ccg-workflow: MIT, caveman: MIT).
- Where can I find alternatives to ccg-workflow or caveman?
- GraphCanon lists graph-backed alternatives at ccg-workflow alternatives and caveman alternatives (ccg-workflow markdown twin, caveman markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, ccg-workflow or caveman?
- ccg-workflow: Very active. caveman: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for ccg-workflow and caveman?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ccg-workflow trust report; caveman trust report.