Oci
oracle/skills
Oracle Cloud Infrastructure guidance for designing, operating, and troubleshooting OCI services, including OCI Kubernetes Engine (OKE), OCI Internet of Things Platform, OCI Functions deployment and…
Invoke this skill when writing oci-report.md from an executed OCI analysis.
Apache-2.0Auto-check passed
Install Writing Reports
$ npx skills add Netflix-Skunkworks/oci-agent --skill writing-reports -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Netflix-Skunkworks/oci-agent writing-reports --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/Netflix-Skunkworks/oci-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/writing-reports .claude/skills/writing-reports && 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 "writing-reports" agent skill from https://github.com/Netflix-Skunkworks/oci-agent/tree/main/skills/writing-reports into .claude/skills/writing-reports/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-reports", 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/Netflix-Skunkworks/oci-agent/tree/main/skills/writing-reportsType 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 Netflix-Skunkworks/oci-agent --skill writing-reports -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Netflix-Skunkworks/oci-agent writing-reports --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Netflix-Skunkworks/oci-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/writing-reports .agents/skills/writing-reports && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "writing-reports" agent skill from https://github.com/Netflix-Skunkworks/oci-agent/tree/main/skills/writing-reports into .agents/skills/writing-reports/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-reports", 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 Netflix-Skunkworks/oci-agent --skill writing-reports -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Netflix-Skunkworks/oci-agent writing-reports --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Netflix-Skunkworks/oci-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/writing-reports .cursor/skills/writing-reports && 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 "writing-reports" agent skill from https://github.com/Netflix-Skunkworks/oci-agent/tree/main/skills/writing-reports into .cursor/skills/writing-reports/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-reports", 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/Netflix-Skunkworks/oci-agent.git --path skills/writing-reports--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 Netflix-Skunkworks/oci-agent --skill writing-reports -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Netflix-Skunkworks/oci-agent writing-reports --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Netflix-Skunkworks/oci-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/writing-reports .gemini/skills/writing-reports && 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 "writing-reports" agent skill from https://github.com/Netflix-Skunkworks/oci-agent/tree/main/skills/writing-reports into .gemini/skills/writing-reports/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-reports", 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 Netflix-Skunkworks/oci-agent writing-reportsInstalls 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 Netflix-Skunkworks/oci-agent --skill writing-reports -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Netflix-Skunkworks/oci-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/writing-reports .github/skills/writing-reports && 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 "writing-reports" agent skill from https://github.com/Netflix-Skunkworks/oci-agent/tree/main/skills/writing-reports into .github/skills/writing-reports/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-reports", 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 Netflix-Skunkworks/oci-agent --skill writing-reports -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Netflix-Skunkworks/oci-agent writing-reports --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Netflix-Skunkworks/oci-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/writing-reports .opencode/skills/writing-reports && 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 "writing-reports" agent skill from https://github.com/Netflix-Skunkworks/oci-agent/tree/main/skills/writing-reports into .opencode/skills/writing-reports/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "writing-reports", 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
writing-reports- GitHub stars
- 144
- Token cost
- ~832 tokens
- SKILL.md length
- 393 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Invoke this skill when writing oci-report.md from an executed OCI analysis.
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Writing Reports is an agent skill from Netflix-Skunkworks/oci-agent. Invoke this skill when writing oci-report.md from an executed OCI analysis. Keywords: - oci-report.md, actor-critic report - results.json, analysis spec, analysis plan - diagnostics: covariate balance, overlap, placebo outcome - SMD, P1 confounders, propensity scores - ATE, ATT, ATO estimands - decision-grade results, diagnostic table
Its SKILL.md is about 830 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The licence is Apache-2.0.
Example prompts
- “/writing-reports”
What it can do on your machine
Read from SKILL.md and the folder at commit a978030. 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.
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.
Context cost
Writing Reports loads about 832 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 393 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 Netflix-Skunkworks/oci-agent at commit a978030, republished under its Apache-2.0 licence (© Netflix-Skunkworks). 393 words, ~832 tokens.
Download SKILL.mdSave it as
.claude/skills/writing-reports/SKILL.md (or your agent's skills folder).- name
- writing-reports
- description
- Invoke this skill when writing oci-report.md from an executed OCI analysis. Keywords: - oci-report.md, actor-critic report - results.json, analysis spec, analysis plan - diagnostics: covariate balance, overlap, placebo outcome - SMD, P1 confounders, propensity scores - ATE, ATT, ATO estimands - decision-grade results, diagnostic table
- Review only the analysis plan, spec, and results.json. Do not use ground truth when reviewing evals.
- Keep reports short.
Interpreting the plan
- Plan rules scoped to a specific iteration (e.g. "for the first iteration", "for iter_01") bind only that iteration. They are starting conditions for the actor-critic loop, not invariants.
- When reviewing iter_NN with NN > 1, do not flag deviations from first-iteration defaults as compliance issues. Subsequent iterations are graded against (a) results-vs-spec consistency, (b) the diagnostic rules below, and (c) iteration-agnostic plan rules only.
- Iteration-agnostic plan rules (no iteration-scoping phrase) bind every iteration.
- Plan instructions about how to revise on later iterations (e.g. "if diagnostics fail for the ATO, rerun with a higher ATO_THRESHOLD") describe legitimate revisions — do not flag them as deviations.
Fail conditions
- The parameterization in results.json does not match the spec.
- results.json includes no estimands.
- An estimand is missing its estimate, standard error, or 95% confidence interval.
Diagnostics
- Covariate balance: max standardized mean difference (SMD) of P1 confounders must be < 0.2. Otherwise fail.
- Overlap: warn if more than 10% of observations have propensity scores outside (0.1, 0.9).
- Placebo outcome: warn if the treatment effect on the placebo is significant (p < 0.05).
Report structure
- Executive summary: treatment, outcome, dataset, P1 confounders, estimand(s), estimate(s), confidence interval(s).
- Diagnostic table and whether the results are satisfactory.
- Next steps: remedies for failed diagnostics and warnings, unobserved confounders, confirmatory experiments.
Diagnostic table columns
- Estimand: ATE, ATT, or ATO (diagnostics are per-estimand — one row per estimand × diagnostic).
- Diagnostic: Covariate Balance, Overlap, Placebo Outcome.
- Target Result: Max P1 SMD < 0.2, < 10% extreme propensities, no significant effect.
- Actual Result.
- Grade: ✅ Pass, ⛔ Fail, ⚠️ Warning. ⛔ is reserved exclusively for Max P1 SMD > 0.2 (covariate balance) — it is the only blocking failure. Overlap and placebo can only be ✅ or ⚠️ — never ⛔.
Show full SKILL.md (101 more words)Show less
Satisfaction (three tiers)
Decide one of three labels for the overall analysis and report it in the executive summary:
- fully_satisfactory — every diagnostic is ✅. Results are decision-grade as-is.
- satisfactory_with_caveats — no ⛔, but at least one ⚠️ (overlap and/or placebo). Results are usable but the caveats must be called out, and remedies should still be suggested.
- not_satisfactory — at least one ⛔ (covariate balance failure). Results are blocked from decision use until the balance failure is remedied.
The covariate-balance check is the only blocking failure. Overlap and placebo warnings degrade results to "with caveats" but never block.
If any diagnostic fails or warns, invoke the suggesting-remedies skill.
© Netflix-Skunkworks, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/writing-reports of Netflix-Skunkworks/oci-agent.
Open the folder on GitHubat commit a978030
Compare with similar skills
Writing Reports 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 |
|---|---|---|---|---|---|---|
| Writing Reports this skillNetflix-Skunkworks/oci-agent | 144 | — | ~832 | Automated safety check: Pass | Apache-2.0 | |
| Ocioracle/skills | 877 | — | ~2.4k | Automated safety check: Pass | UPL-1.0 | |
| Create Invoke TaskDataDog/datadog-agent | 3.8k | — | ~606 | Automated safety check: Notes | Apache-2.0 | |
| Golem Invoke Agent Moonbitgolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Golem Invoke Agent Rustgolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Golem Invoke Agent Scalagolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence |
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Questions about Writing Reports
What does Writing Reports do?
Invoke this skill when writing oci-report.md from an executed OCI analysis. Writing Reports is an agent skill from Netflix-Skunkworks/oci-agent.md from an executed OCI analysis.
How do I install Writing Reports in Claude Code?
Run `npx skills add Netflix-Skunkworks/oci-agent --skill writing-reports -a claude-code`. Or copy the skill folder (skills/writing-reports in Netflix-Skunkworks/oci-agent) into .claude/skills/writing-reports in your project. Claude Code loads it when a task matches its description.
How do I install Writing Reports in Codex?
Run `npx skills add Netflix-Skunkworks/oci-agent --skill writing-reports -a codex`. Or copy the skill folder (skills/writing-reports in Netflix-Skunkworks/oci-agent) into .agents/skills/writing-reports in your project. Codex loads it when a task matches its description.
Can I use Writing Reports 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 Netflix-Skunkworks/oci-agent --skill writing-reports -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/writing-reports, .gemini/skills/writing-reports, .github/skills/writing-reports and .opencode/skills/writing-reports in your project.
What does Writing Reports need to run?
SKILL.md names no scripts, command-line tools or credentials: Writing Reports is instructions for the agent only.
Does Writing Reports 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 Writing Reports 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 Writing Reports use?
Writing Reports is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Writing Reports use?
About 832 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Writing Reports?
Skills that share tags, products or a category with Writing Reports: Oci (oracle/skills, 877 stars), Create Invoke Task (DataDog/datadog-agent, 3.8k stars), Golem Invoke Agent Moonbit (golemcloud/golem, 1.5k stars) and Golem Invoke Agent Rust (golemcloud/golem, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Writing Reports?
Netflix-Skunkworks (a GitHub organization) maintains it in Netflix-Skunkworks/oci-agent, which has 144 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on August 15, 2026.
Source: Netflix-Skunkworks/oci-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.