Cost Conversation
ruvnet/ruflo
Per-conversation cost view — list every session in cost-tracking with started-at, message count, top model, and total cost
Answers what a period or one task consumed - a total, a day-by-day series, or a breakdown by step, model, task, backlog item, orchestrated flow, tool, project or person - and hands back the artefact…
$ npx skills add ai-driven-dev/framework --skill 01-cost -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ai-driven-dev/framework 01-cost --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/ai-driven-dev/framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/aidd-telemetry/skills/01-cost .claude/skills/01-cost && 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 "01-cost" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-cost into .claude/skills/01-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "01-cost", 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/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-costType 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 ai-driven-dev/framework --skill 01-cost -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ai-driven-dev/framework 01-cost --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/aidd-telemetry/skills/01-cost .agents/skills/01-cost && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "01-cost" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-cost into .agents/skills/01-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "01-cost", 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 ai-driven-dev/framework --skill 01-cost -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ai-driven-dev/framework 01-cost --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/aidd-telemetry/skills/01-cost .cursor/skills/01-cost && 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 "01-cost" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-cost into .cursor/skills/01-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "01-cost", 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/ai-driven-dev/framework.git --path plugins/aidd-telemetry/skills/01-cost--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 ai-driven-dev/framework --skill 01-cost -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ai-driven-dev/framework 01-cost --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/aidd-telemetry/skills/01-cost .gemini/skills/01-cost && 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 "01-cost" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-cost into .gemini/skills/01-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "01-cost", 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 ai-driven-dev/framework 01-costInstalls 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 ai-driven-dev/framework --skill 01-cost -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/aidd-telemetry/skills/01-cost .github/skills/01-cost && 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 "01-cost" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-cost into .github/skills/01-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "01-cost", 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 ai-driven-dev/framework --skill 01-cost -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ai-driven-dev/framework 01-cost --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/aidd-telemetry/skills/01-cost .opencode/skills/01-cost && 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 "01-cost" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-cost into .opencode/skills/01-cost/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "01-cost", 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.
01-costAnswers what a period or one task consumed - a total, a day-by-day series, or a breakdown by step, model, task, backlog item, orchestrated flow, tool, project or person - and hands back the artefact…
01 Cost is an agent skill from ai-driven-dev/framework. Answers what a period or one task consumed - a total, a day-by-day series, or a breakdown by step, model, task, backlog item, orchestrated flow, tool, project or person - and hands back the artefact each question deserves. Use when the user asks what a piece of work cost, what changed, where the effort went, which task, which backlog item or ticket, which orchestrated run, for which project, or who spent it. Not for turning measurement on.
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `actions/01-locate.md`, `actions/02-collect.md` and `actions/03-report.md`).
The repository describes itself as: Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, Templates, SDLC. The licence is MIT.
Read from SKILL.md and the folder at commit 6e30640. 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 (its code samples are mermaid).
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.
01 Cost loads about 810 tokens when it runs. Until then it costs about 113 tokens; SKILL.md has 399 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.
The full file from ai-driven-dev/framework at commit 6e30640, republished under its MIT licence (© ai-driven-dev). 399 words, ~810 tokens.
.claude/skills/01-cost/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.flowchart LR
ask([task or period]) --> locate --> collect --> report
locate -.->|"not measuring"| stopped([stopped])
collect -.->|"nothing journalled"| stopped
report --> answer([answer])Run the flow above. Read only the next action file.
| Action | Does |
|---|---|
| locate | find the script and check the switch |
| collect | read what each tool's own files hold |
| report | choose the axis the question needs, then answer with the artefact it deserves |
Someone asking what last month cost does not know which axis answers them. Read the question, offer these axes in its own language, and derive the flags - never hand back a menu and ask them to pick.
| The question sounds like | Axis | Artefact |
|---|---|---|
| what did this cost, how much did it use | total | one total, in a line |
| what changed, which day spiked | day | a series, one row per day |
| where did it go, which step, model, tool or project took it | step, model, tool or project | a breakdown table |
| which framework task | task | one row per task declared in the period, plus the remainder with no task declared |
| per backlog item, per ticket, what did issue X cost | backlog | one row per backlog item a task declared, plus tasks that named none, plus the remainder with no task at all |
| per orchestrated run, per flow, what did that pipeline cost | flow | one row per orchestrated run the journal's own sequence names, plus the remainder that ran outside any flow |
| which subagent, what did delegation cost | agent | one row per agent that ran, plus the main thread's own row |
| which prompt, which turn, what did one request cost | prompt | one row per prompt that caused work, dated, plus the row for records naming none |
| for a report, to paste, to send, to keep | any of the above | the same artefact, written to a file |
| per person, who spent, which teammate | person | one row per resolved person plus every unresolved identity, each with the raw identities behind it |
aidd telemetry read and aidd telemetry report. Never a script beside this skill: the report is computed in one place, and that place is the CLI.© ai-driven-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files in plugins/aidd-telemetry/skills/01-cost of ai-driven-dev/framework.
Open the folder on GitHubat commit 6e30640
01 Cost 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 |
|---|---|---|---|---|---|---|
| 01 Cost this skillai-driven-dev/framework | 510 | — | ~810 | Automated safety check: Pass | MIT | |
| Cost Conversationruvnet/ruflo | 74k | — | ~407 | Automated safety check: Notes | MIT | |
| Cost Trackingaffaan-m/ECC | 274k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Cost Summaryruvnet/ruflo | 74k | — | ~594 | Automated safety check: Notes | MIT | |
| Cost Reportruvnet/ruflo | 74k | — | ~830 | Automated safety check: Notes | MIT | |
| Cost Optimizeruvnet/ruflo | 74k | — | ~997 | Automated safety check: Notes | MIT |
ruvnet/ruflo
Per-conversation cost view — list every session in cost-tracking with started-at, message count, top model, and total cost
affaan-m/ECC
Track and report Claude Code token usage, spending, and budgets from the local ECC cost-tracker metrics log.
ruvnet/ruflo
Single-shot programmatic dump of all cost data — total spend, per-tier, top session, budget status, federation aggregate.
ruvnet/ruflo
Generate a cost report showing token usage and USD costs by agent and model
ruvnet/ruflo
Analyze token usage patterns and recommend cost optimizations with estimated savings
ruvnet/ruflo
Auto-capture per-session token usage from the Claude Code session jsonl and persist to the cost-tracking namespace
ai-driven-dev/framework
Drive the async-dev pipeline from one entry point, whether setup, run, or review.
ai-driven-dev/framework
Turn a request, ticket, or file into a phased implementation plan.
ai-driven-dev/framework
Autonomously orchestrates a request from framing to a draft pull request, isolating implementation, independent review, and final outcome challenge.
ai-driven-dev/framework
Orchestrates a product backlog end to end. An agent skill from ai-driven-dev/framework.
ai-driven-dev/framework
Guide a project's journey through AIDD, from first setup to shipping a feature.
ai-driven-dev/framework
Validate a reviewed candidate's observable behavior against its acceptance criteria and record short named videos as reviewer evidence.
Answers what a period or one task consumed - a total, a day-by-day series, or a breakdown by step, model, task, backlog item, orchestrated flow, tool, project or person - and hands back the artefact…. 01 Cost is an agent skill from ai-driven-dev/framework. Answers what a period or one task consumed - a total, a day-by-day series, or a breakdown by step, model, task, backlog item, orchestrated flow, tool, project or person - and hands back the artefact each question deserves.
01 Cost fits situations like: the user asks what a piece of work cost; where the effort went; which backlog item; which orchestrated run.
Run `npx skills add ai-driven-dev/framework --skill 01-cost -a claude-code`. Or copy the skill folder (plugins/aidd-telemetry/skills/01-cost in ai-driven-dev/framework) into .claude/skills/01-cost in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ai-driven-dev/framework --skill 01-cost -a codex`. Or copy the skill folder (plugins/aidd-telemetry/skills/01-cost in ai-driven-dev/framework) into .agents/skills/01-cost 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 ai-driven-dev/framework --skill 01-cost -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/01-cost, .gemini/skills/01-cost, .github/skills/01-cost and .opencode/skills/01-cost in your project.
SKILL.md names no scripts, command-line tools or credentials: 01 Cost 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.
01 Cost is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 810 tokens (SKILL.md is roughly 3.2k 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 01 Cost: Cost Conversation (ruvnet/ruflo, 74k stars), Cost Tracking (affaan-m/ECC, 274k stars), Cost Summary (ruvnet/ruflo, 74k stars) and Cost Report (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ai-driven-dev (a GitHub organization) maintains it in ai-driven-dev/framework, which has 510 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 7, 2026.
Source: ai-driven-dev/framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.