Agent Adaptive Coordinator
ruvnet/ruflo
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator
A skill your agent uses when applying RVTF traceability to an OpenSpec Change or OpenSpec lifecycle decision.
No licenceAuto-check passed
Install Adapting Rvtf To Openspec
$ npx skills add aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace adapting-rvtf-to-openspec --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/solohic/adapting-rvtf-to-openspec .claude/skills/adapting-rvtf-to-openspec && 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 "adapting-rvtf-to-openspec" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/solohic/adapting-rvtf-to-openspec into .claude/skills/adapting-rvtf-to-openspec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapting-rvtf-to-openspec", 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/aiskillstore/marketplace/tree/main/skills/solohic/adapting-rvtf-to-openspecType 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 aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace adapting-rvtf-to-openspec --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/solohic/adapting-rvtf-to-openspec .agents/skills/adapting-rvtf-to-openspec && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "adapting-rvtf-to-openspec" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/solohic/adapting-rvtf-to-openspec into .agents/skills/adapting-rvtf-to-openspec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapting-rvtf-to-openspec", 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 aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace adapting-rvtf-to-openspec --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/solohic/adapting-rvtf-to-openspec .cursor/skills/adapting-rvtf-to-openspec && 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 "adapting-rvtf-to-openspec" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/solohic/adapting-rvtf-to-openspec into .cursor/skills/adapting-rvtf-to-openspec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapting-rvtf-to-openspec", 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/aiskillstore/marketplace.git --path skills/solohic/adapting-rvtf-to-openspec--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 aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace adapting-rvtf-to-openspec --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/solohic/adapting-rvtf-to-openspec .gemini/skills/adapting-rvtf-to-openspec && 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 "adapting-rvtf-to-openspec" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/solohic/adapting-rvtf-to-openspec into .gemini/skills/adapting-rvtf-to-openspec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapting-rvtf-to-openspec", 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 aiskillstore/marketplace adapting-rvtf-to-openspecInstalls 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 aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/solohic/adapting-rvtf-to-openspec .github/skills/adapting-rvtf-to-openspec && 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 "adapting-rvtf-to-openspec" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/solohic/adapting-rvtf-to-openspec into .github/skills/adapting-rvtf-to-openspec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapting-rvtf-to-openspec", 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 aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace adapting-rvtf-to-openspec --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/solohic/adapting-rvtf-to-openspec .opencode/skills/adapting-rvtf-to-openspec && 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 "adapting-rvtf-to-openspec" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/solohic/adapting-rvtf-to-openspec into .opencode/skills/adapting-rvtf-to-openspec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapting-rvtf-to-openspec", 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
adapting-rvtf-to-openspec- GitHub stars
- 433
- Token cost
- ~2.3k tokens
- SKILL.md length
- 1,191 words
- Files
- 4 (incl. references)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when applying RVTF traceability to an OpenSpec Change or OpenSpec lifecycle decision.
- Works in 10 steps: Confirm source Change, repo-local root,… → Recompute every source-file SHA-256… → Run openspec validate --strict --json… → …
- Applying RVTF traceability to an OpenSpec Change
- SKILL.md covers Host Contract Snapshot, Principle And Authority, Supported V1 Surface and Change-Local Sidecar, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Adapting Rvtf To Openspec is an agent skill from aiskillstore/marketplace. Use when applying RVTF traceability to an OpenSpec Change or OpenSpec lifecycle decision.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/pressure-scenarios.md` and `skill-report.json`).
The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Applying RVTF traceability to an OpenSpec Change
- OpenSpec lifecycle decision
Example prompts
- “/adapting-rvtf-to-openspec”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Confirm source Change, repo-local root, and built-in schema remain supported.
- Recompute every source-file SHA-256 digest and reconcile mismatches.
- Run openspec validate --strict --json successfully.
- Run every selected implementation-host mandatory gate.
- Audit target-specific evidence claims and validity.
- Audit Acceptance Item and Requirement aggregation.
- Audit Journey applicability, Steps, path evidence, and expected outcome.
- Audit findings, gaps, amendments, review closure, and residual risks.
- Produce the Closure Packet with actual host status and disposition.
- Run rvtf validate openspec/changes//rvtf.yaml successfully.
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.com
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
Adapting Rvtf To Openspec loads about 2.3k tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 29 tokens; SKILL.md has 1,191 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); 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 1,191 words (~2,344 tokens).
- name
- adapting-rvtf-to-openspec
Files
SKILL.md and 3 other files (references) in skills/solohic/adapting-rvtf-to-openspec of aiskillstore/marketplace.
- SKILL.md
- agents/openai.yaml
- references/pressure-scenarios.md
- skill-report.json
Open the folder on GitHubat commit 44923f3
Compare with similar skills
Adapting Rvtf To Openspec 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 |
|---|---|---|---|---|---|---|
| Adapting Rvtf To Openspec this skillaiskillstore/marketplace | 433 | — | ~2.3k | Automated safety check: Pass | None | |
| Agent Adaptive Coordinatorruvnet/ruflo | 74k | 2 repos | ~4k | Automated safety check: Pass | MIT | |
| OpenSpec Guided OnboardingFission-AI/OpenSpec | 72k | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Create Agent Adapterpaperclipai/paperclip | 99k | — | ~8k | Automated safety check: Pass | MIT | |
| OpenSpec Bulk Change ArchiverFission-AI/OpenSpec | 72k | 2 repos | ~5.6k | Automated safety check: Pass | MIT | |
| Openspec Plus Applyelastic/terraform-provider-elasticstack | 210 | 1 repos | ~7.5k | Automated safety check: Pass | Apache-2.0 |
Similar skills
OpenSpec Guided Onboarding
Fission-AI/OpenSpec
Walks you through a complete OpenSpec workflow cycle with narration while doing real work in your codebase.
Create Agent Adapter
paperclipai/paperclip
Create or modify Paperclip agent adapters across server, UI, and CLI surfaces.
OpenSpec Bulk Change Archiver
Fission-AI/OpenSpec
Archives several completed OpenSpec changes in one operation, checking the codebase to resolve spec conflicts rather than archiving blindly.
- Official
Openspec Plus Apply
elastic/terraform-provider-elasticstack
MANDATORY skill that activates whenever the OpenSpec apply phase begins.
Audit Adaptivity
ben-manes/caffeine
Audit the adaptive window hill-climber and region-resize logic for implementation defects (not algorithm quality)
More from aiskillstore/marketplace
All 1,044 skills in this repoCode Stats
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
Data Processing
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
Doc Scanner
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
File Search
aiskillstore/marketplace
Modern file and content search using fd, ripgrep (rg), and fzf.
Find Replace
aiskillstore/marketplace
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
Project Planner
aiskillstore/marketplace
Detects stale project plans and suggests session commands. An agent skill from aiskillstore/marketplace.
Questions about Adapting Rvtf To Openspec
What does Adapting Rvtf To Openspec do?
A skill your agent uses when applying RVTF traceability to an OpenSpec Change or OpenSpec lifecycle decision. Adapting Rvtf To Openspec is an agent skill from aiskillstore/marketplace. Use when applying RVTF traceability to an OpenSpec Change or OpenSpec lifecycle decision.
When should I use Adapting Rvtf To Openspec?
Adapting Rvtf To Openspec fits situations like: applying RVTF traceability to an OpenSpec Change; openSpec lifecycle decision.
How do I install Adapting Rvtf To Openspec in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a claude-code`. Or copy the skill folder (skills/solohic/adapting-rvtf-to-openspec in aiskillstore/marketplace) into .claude/skills/adapting-rvtf-to-openspec in your project. Claude Code loads it when a task matches its description.
How do I install Adapting Rvtf To Openspec in Codex?
Run `npx skills add aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a codex`. Or copy the skill folder (skills/solohic/adapting-rvtf-to-openspec in aiskillstore/marketplace) into .agents/skills/adapting-rvtf-to-openspec in your project. Codex loads it when a task matches its description.
Can I use Adapting Rvtf To Openspec 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 aiskillstore/marketplace --skill adapting-rvtf-to-openspec -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adapting-rvtf-to-openspec, .gemini/skills/adapting-rvtf-to-openspec, .github/skills/adapting-rvtf-to-openspec and .opencode/skills/adapting-rvtf-to-openspec in your project.
What does Adapting Rvtf To Openspec need to run?
SKILL.md names no scripts, command-line tools or credentials: Adapting Rvtf To Openspec is instructions for the agent only.
Does Adapting Rvtf To Openspec access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Adapting Rvtf To Openspec 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. Review the folder before installing.
What licence does Adapting Rvtf To Openspec use?
No licence was found for Adapting Rvtf To Openspec or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Adapting Rvtf To Openspec use?
About 2.3k tokens (SKILL.md is roughly 9.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.
What are the alternatives to Adapting Rvtf To Openspec?
Skills that share tags, products or a category with Adapting Rvtf To Openspec: Agent Adaptive Coordinator (ruvnet/ruflo, 74k stars), OpenSpec Guided Onboarding (Fission-AI/OpenSpec, 72k stars), Create Agent Adapter (paperclipai/paperclip, 99k stars) and OpenSpec Bulk Change Archiver (Fission-AI/OpenSpec, 72k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Adapting Rvtf To Openspec?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.