zai-org/ZCode
Professional PDF toolkit covering four production workflows: reports, creative visuals, academic LaTeX, and existing PDF processing.
Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices.
Install Adobe Cost Tuning
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adobe-cost-tuning --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/adobe-cost-tuning .claude/skills/adobe-cost-tuning && 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 "adobe-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adobe-cost-tuning into .claude/skills/adobe-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adobe-cost-tuning", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adobe-cost-tuningType 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 jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adobe-cost-tuning --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/adobe-cost-tuning .agents/skills/adobe-cost-tuning && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "adobe-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adobe-cost-tuning into .agents/skills/adobe-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adobe-cost-tuning", 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 jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adobe-cost-tuning --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/adobe-cost-tuning .cursor/skills/adobe-cost-tuning && 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 "adobe-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adobe-cost-tuning into .cursor/skills/adobe-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adobe-cost-tuning", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/adobe-cost-tuning--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 jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adobe-cost-tuning --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/adobe-cost-tuning .gemini/skills/adobe-cost-tuning && 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 "adobe-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adobe-cost-tuning into .gemini/skills/adobe-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adobe-cost-tuning", 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 jeremylongshore/tons-of-skills-marketplace adobe-cost-tuningInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/adobe-cost-tuning .github/skills/adobe-cost-tuning && 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 "adobe-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adobe-cost-tuning into .github/skills/adobe-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adobe-cost-tuning", 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 jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace adobe-cost-tuning --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/adobe-cost-tuning .opencode/skills/adobe-cost-tuning && 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 "adobe-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/adobe-cost-tuning into .opencode/skills/adobe-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adobe-cost-tuning", 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
adobe-cost-tuning- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 431 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices.
- Works in 6 steps: Define billing window, account/contract… → Reconcile invoice/contract and service… → Find duplicate submissions, failed… → …
- The task requires adobe workload cost and waste review
- SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Adobe Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices. Use when the task requires adobe workload cost and waste review. Trigger with "reduce Adobe cost", "Adobe spend review", or "PDF transaction budget".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
It sits in Documents & Office, covering Forms and invoices. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- The task requires adobe workload cost and waste review
- With reduce Adobe cost
- Adobe spend review
- PDF transaction budget
Example prompts
- “reduce Adobe cost”
- “Adobe spend review”
- “PDF transaction budget”
- “/adobe-cost-tuning”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
- Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Define billing window, account/contract owner, services, operations, workload units, and non-negotiable quality objectives.
- Reconcile invoice/contract and service usage with submitted jobs, terminal outcomes, retries, duplicates, and storage/compute costs.
- Find duplicate submissions, failed transactions, oversized inputs, stale outputs, excessive polling, and unused environments.
- Model idempotency, caching-by-approved-hash, batching where documented, input sizing, queue admission, and retention changes.
- Canary one control and measure quality, latency, 429s, usage units, and downstream impact.
- Adopt only verified savings with budget alerts, anomaly ownership, rollback, and a dated pricing assumption register.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
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.
Compatibility
Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
From compatibility in the SKILL.md frontmatter.
Context cost
Adobe Cost Tuning loads about 1.1k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 431 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
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 431 words, ~1,057 tokens.
Download SKILL.mdSave it as
.claude/skills/adobe-cost-tuning/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- adobe-cost-tuning
- description
- Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices. Use when the task requires adobe workload cost and waste review. Trigger with "reduce Adobe cost", "Adobe spend review", or "PDF transaction budget".
- allowed-tools
- Read, Glob, Grep, Write, Edit
- compatibility
- Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
- argument-hint
- <workload> <billing-window> <budget-objective>
- version
- 1.8.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, adobe, cost
- model
- inherit
- effort
- high
Adobe Workload Cost and Waste Review
Overview
Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices. This workflow produces a reviewable artifact and evidence before any live side effect.
Prerequisites
- Current first-party Adobe documentation for every selected service, API version, auth flow, limit, and lifecycle.
- Named product, identity, security, data, budget, release, and operations owners appropriate to the scope.
- Synthetic or approved non-production fixtures with secret and content canaries.
Current Contract
Firefly entitlements and generative usage, PDF Services document transactions, and application compute/storage/egress are distinct cost classes. Pricing and plan limits are mutable; use the account contract, live usage surface, and dated first-party pages. Recheck the dated evidence map before relying on mutable product behavior.
Authentication
Collect aggregated aliases, operation classes, outcomes, retries, bytes, and durations. Prompts, assets, documents, users, tokens, and signed URLs are not cost telemetry.
Instructions
- Define billing window, account/contract owner, services, operations, workload units, and non-negotiable quality objectives.
- Reconcile invoice/contract and service usage with submitted jobs, terminal outcomes, retries, duplicates, and storage/compute costs.
- Find duplicate submissions, failed transactions, oversized inputs, stale outputs, excessive polling, and unused environments.
- Model idempotency, caching-by-approved-hash, batching where documented, input sizing, queue admission, and retention changes.
- Canary one control and measure quality, latency, 429s, usage units, and downstream impact.
- Adopt only verified savings with budget alerts, anomaly ownership, rollback, and a dated pricing assumption register.
Show full SKILL.md (193 more words)Show less
Tool Discipline
Use Read, Glob, and Grep to inspect current documentation, configuration, code, fixtures, and evidence. Use Write and Edit only for approved repository artifacts. Skill invocation alone does not authorize network access, credentials, Adobe content, consent, uploads, generation, spend, deployment, registration changes, replay, cancellation, or deletion.
Approval Boundaries
Budget and workload owners approve spend controls; data owner approves hashing/caching/retention; product owner approves quality or freshness changes.
Error Handling
- Do not publish fixed prices or universal free-tier assumptions in workflow logic.
- Do not cache policy-sensitive prompts or customer outputs without approval.
- Do not lower cost by bypassing entitlements or multiplying credentials.
Output
Return reconciled baseline, waste map, dated assumptions, control options, canary evidence, verified savings range, alerts, and rollback. Mark assumptions, observed environment behavior, owners, evidence dates, and unresolved gaps explicitly.
Examples
- Detect duplicate async submissions from one idempotency key.
- Reconcile a failed PDF job against actual transaction evidence.
Validation
Exercise and record expected and observed results for:
- duplicate
- failed job
- retry storm
- stale asset
- pricing drift
- rollback
Resources
- Current first-party evidence map — recheck dated Adobe sources before execution.
- Treat observed tenant or product behavior as environment-specific evidence, never a universal Adobe guarantee.
© jeremylongshore, 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 1 other file (references) in skills/.curated/adobe-cost-tuning of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Adobe Cost Tuning 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 |
|---|---|---|---|---|---|---|
| Adobe Cost Tuning this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| PDFzai-org/ZCode | 7.7k | — | ~18k | Automated safety check: Notes | Proprietary | |
| Form Fillingplatonai/Browser4 | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Code2mediatsingliuwin/autoclaw | 283 | — | ~985 | Automated safety check: Pass | MIT | |
| Token ReceiptHchen1218/token-receipt | 126 | — | ~2.1k | Automated safety check: Pass | None | |
| Invoice Makertsingliuwin/autoclaw | 283 | — | ~619 | Automated safety check: Pass | MIT |
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Categories
Questions about Adobe Cost Tuning
What does Adobe Cost Tuning do?
Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices. Adobe Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices.
When should I use Adobe Cost Tuning?
Adobe Cost Tuning fits situations like: the task requires adobe workload cost and waste review; with reduce Adobe cost; adobe spend review; PDF transaction budget.
How do I install Adobe Cost Tuning in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/adobe-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/adobe-cost-tuning in your project. Claude Code loads it when a task matches its description.
How do I install Adobe Cost Tuning in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/adobe-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/adobe-cost-tuning in your project. Codex loads it when a task matches its description.
Can I use Adobe Cost Tuning 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 jeremylongshore/tons-of-skills-marketplace --skill adobe-cost-tuning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adobe-cost-tuning, .gemini/skills/adobe-cost-tuning, .github/skills/adobe-cost-tuning and .opencode/skills/adobe-cost-tuning in your project.
What does Adobe Cost Tuning need to run?
SKILL.md names no scripts, command-line tools or credentials: Adobe Cost Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval.
Does Adobe Cost Tuning 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 Adobe Cost Tuning 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 Adobe Cost Tuning use?
Adobe Cost Tuning is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Adobe Cost Tuning use?
About 1.1k tokens (SKILL.md is roughly 4.2k 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 776 tokens, read only when the agent opens those files.
What are the alternatives to Adobe Cost Tuning?
Skills that share tags, products or a category with Adobe Cost Tuning: PDF (zai-org/ZCode, 7.7k stars), Form Filling (platonai/Browser4, 1.2k stars), Code2media (tsingliuwin/autoclaw, 283 stars) and Token Receipt (Hchen1218/token-receipt, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Adobe Cost Tuning?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.