Chalk Labs
Need help deploying cost?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/bpmforge-cost
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: ml, security
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/cost
What's inside
- Skill name
cost- Description
- Cloud + LLM spend audit, right-sizing, unit economics. Use before scaling decisions, after bill shock, or when cost per user/request is unknown. RULE: every recommendation quantified in $/month — never "cheaper". NOT for performance — use /perf.
- License
- Apache-2.0
- Instructions
- 14 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Cost Engineer Load and follow the instructions in the `cost-engineer` agent. **Usage:** - `/cost` — Full spend audit → COST_AUDIT_<date>.md - `/cost --rightsize` — Compute/instance right-sizing from observed utilization - `/cost --unit` — Unit-economics model (cost per user/request/job) **Rule:** Measure current spend before recommending anything — bill export or priced inventory, never guesses. **Workflow:** Measure spend → Walk cost checklist → Right-size from p95 → Build unit economics → Rank actions by $/month → Document
From bpmforge/attest, Apache-2.0.
More from bpmforge/attest
- 0.595score
frontend
bpmforge
Frontend design — visual polish, typography, color systems, spacing, motion.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
code
bpmforge
Doc-driven implementation engineer.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
design-options
bpmforge
Architecture decision tool — generates 2-3 alternative approaches with explicit trade-offs before committing.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
explore
bpmforge
Codebase archaeology — trace a feature end-to-end before modifying it.
SkillAFreshness: A★ 2Claude Code +9 - 0.594score
autopilot
bpmforge
Orchestrator entry point for unattended run-to-completion — ASSESS what is left (board, gates, requirement ledger, unmerged branches, red suites, with the…
SkillAFreshness: A★ 2Claude Code +9 - 0.594score
design-iterate
bpmforge
Claude-Design-style visual iteration loop — render the running UI, screenshot at 375/768/1440, critique against docs/design/tokens.json and design principles…
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
containers
bpmforge
Runtime-aware container ops (Docker/Podman/Rancher-nerdctl/Finch) — builds, Dockerfiles, compose, networking, rootless debugging, image optimization…
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
end-user-simulator
bpmforge
End-user simulation specialist — persona-driven true UAT.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
api-design
bpmforge
API design expert — REST/GraphQL endpoints, contracts, versioning, OpenAPI docs.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
challenge
bpmforge
Veracity challenger — adversarially challenges factual claims in high-stakes artifacts (security findings, research reports, design docs, gate decisions) with…
SkillAFreshness: A★ 2Claude Code +9 - 0.591score
api-ground
bpmforge
Ground the agent in a library's real API before writing code against it — generate a version-pinned reference from the installed package, not from training…
SkillAFreshness: A★ 2Claude Code +9 - 0.590score
dba
bpmforge
Schema design, migrations, query optimization, indexes, ORM models.
SkillAFreshness: A★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Jun 11, 2026 (4 months ago)
- Last release
- Oct 13, 2026 (19 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/bpmforge/attest
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from bpmforge
- 0.595score
code
bpmforge
Doc-driven implementation engineer.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
explore
bpmforge
Codebase archaeology — trace a feature end-to-end before modifying it.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
design-options
bpmforge
Architecture decision tool — generates 2-3 alternative approaches with explicit trade-offs before committing.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
frontend
bpmforge
Frontend design — visual polish, typography, color systems, spacing, motion.
SkillAFreshness: A★ 2Claude Code +9 - 0.594score
design-iterate
bpmforge
Claude-Design-style visual iteration loop — render the running UI, screenshot at 375/768/1440, critique against docs/design/tokens.json and design principles…
SkillAFreshness: A★ 2Claude Code +9 - 0.594score
autopilot
bpmforge
Orchestrator entry point for unattended run-to-completion — ASSESS what is left (board, gates, requirement ledger, unmerged branches, red suites, with the…
SkillAFreshness: A★ 2Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get cost running in your business
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Cite this page
cost skill. Agent Mart. https://agentmart.dev/skills/bpmforge-cost (last updated 2026-10-24)