Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add DNYoussef/context-cascade --skill github-integrationgit clone --depth 1 https://github.com/DNYoussef/context-cascadeWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dnyoussef/context-cascade/github-integration)<a href="https://agentmods.dev/skills/dnyoussef/context-cascade/github-integration"><img src="https://agentmods.dev/badge/skills/dnyoussef/context-cascade/github-integration/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/dnyoussef/context-cascade/github-integration"><img src="https://agentmods.dev/badge/skills/dnyoussef/context-cascade/github-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.00926 |
| Opus 5.5 | $0.00006 | $0.00370 |
| Sonnet 5.5 | $0.00003 | $0.00185 |
| Haiku 4.5 | $0.00002 | $0.00093 |
Grade A, and why
github-integration scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
LIBRARY-FIRST PROTOCOL (MANDATORY)
Before writing ANY code, you MUST check:
Step 1: Library Catalog
- Location:
.claude/library/catalog.json - If match >70%: REUSE or ADAPT
Step 2: Patterns Guide
- Location:
.claude/docs/inventories/LIBRARY-PATTERNS-GUIDE.md - If pattern exists: FOLLOW documented approach
Step 3: Existing Projects
- Location:
D:\Projects\* - If found: EXTRACT and adapt
Decision Matrix
| Match | Action |
|---|---|
| Library >90% | REUSE directly |
| Library 70-90% | ADAPT minimally |
| Pattern exists | FOLLOW pattern |
| In project | EXTRACT |
| No match | BUILD (add to library after) |
STANDARD OPERATING PROCEDURE
Purpose
Design and implement GitHub-centric integrations (API, Apps, webhooks) with secure auth, observability, and rollback-ready automation.
Trigger Conditions
- Positive: Need GitHub automation or webhook bridge; Integrating GitHub with external systems; Auditable GitHub API usage across repos
- Negative: Release orchestration (route to github-release-management); Cross-repo campaign (route to github-multi-repo); Project board design (route to github-project-management)
Guardrails
- Structure-first: keep SKILL.md aligned with examples/, tests/, and any resources/references so downstream agents always have scaffolding.
- Adversarial validation is mandatory: cover boundary cases, failure paths, and rollback drills before declaring the SOP complete.
- Prompt hygiene: separate hard vs. soft vs. inferred constraints and confirm inferred constraints before acting.
- Explicit confidence ceilings: format as 'Confidence: X.XX (ceiling: TYPE Y.YY)' and never exceed the ceiling for the claim type.
- MCP traceability: tag sessions WHO=operations-{name}-{session_id}, WHY=skill-execution, and capture evidence links in outputs.
- Avoid anti-patterns: undocumented changes, missing rollback paths, skipped tests, or unbounded automation without approvals.
Required Artifacts
- SKILL.md (this SOP)
- readme.md with usage examples
- examples/ for integration flows
- tests/ for scripts/actions
- resources/ and shared-scripts/ for reuse
- references/ with API constraints
What ships with it
17 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- examples/example-1-repo-automation.md 21 KB
- examples/example-2-webhook-handling.md 23 KB
- examples/example-3-release-workflow.md 25 KB
- readme.md 987 B
- references/mcp-integration-guide.md 16 KB
- resources/scripts/pr-automation.sh 9.6 KB runs code
- resources/scripts/release-orchestrator.py 9.7 KB runs code
- resources/scripts/repo-analyzer.js 12 KB runs code
- resources/scripts/webhook-handler.js 9.1 KB runs code
- resources/templates/github-workflow-ci.yml 7.0 KB
- resources/templates/issue-template-bug.md 3.6 KB
- resources/templates/pull-request-template.md 4.8 KB
- shared-scripts/github-api.sh 11 KB runs code
- shared-scripts/multi-repo.sh 7.2 KB runs code
- tests/test-pr-automation.sh 6.5 KB runs code
- tests/test-repo-analyzer.sh 8.3 KB runs code
- tests/test-webhook-handler.js 8.5 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 104 lines · 16 tokens per session scan A 48726cadd58a
github-integration is a skill published in the GitHub repository DNYoussef/context-cascade (32 stars, last pushed 3mo ago), licensed MIT. It adds 16 tokens to every session and 926 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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