Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/jakyeamos/tmcpnpx agentmods add skills/jakyeamos/tmcp/tmcp-adaptive-workflow-packWrote 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/jakyeamos/tmcp/tmcp-adaptive-workflow-pack)<a href="https://agentmods.dev/skills/jakyeamos/tmcp/tmcp-adaptive-workflow-pack"><img src="https://agentmods.dev/badge/skills/jakyeamos/tmcp/tmcp-adaptive-workflow-pack/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/jakyeamos/tmcp/tmcp-adaptive-workflow-pack"><img src="https://agentmods.dev/badge/skills/jakyeamos/tmcp/tmcp-adaptive-workflow-pack.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 | $0.00036 | $0.00337 |
| Opus 5 | $0.00018 | $0.00169 |
| Sonnet 5 | $0.00007 | $0.00067 |
| Haiku 4.5 | $0.00004 | $0.00034 |
Grade A, and why
tmcp-adaptive-workflow-pack 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 9d 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.
What it actually says
TMCP Adaptive Workflow Pack
Status: experimental. This workflow remains shipped and callable, but its public contract may change.
Use this skill when the user asks to make TMCP fit a repo/team/user, build a workflow pack, harvest operating style, infer custom workflows, or adapt agent behavior from local skills and process docs.
This is TMCP's broad adaptive workflow. It treats fixed workflows as templates, not limits.
Workflow
- Run
tmcp_harvest_skillsover the smallest useful source set. - Run
tmcp_recommend_workflowsto infer priority signals and recommended default workflows. - Derive custom workflow ideas from harvested behavior atoms, recurring terms, source tiers, and evidence gaps.
- Run
expert_rubric_review_planonly after the user selects a specific workflow to audit or execute. - If MCP tools are unavailable, run from the TMCP plugin root:
node scripts/tmcp_launcher.mjs recommend "<source-path>" --objective "Build an adaptive TMCP workflow pack from harvested skill signals" --write-artifacts
Output Contract
Produce or cite:
- Harvested source map.
- User/team/repo operating profile.
- Strongest behavior signals.
- Recommended default workflows.
- Custom workflow ideas.
- Suggested Codex/Claude/AGENTS routing triggers.
- Documented process gaps.
- Approval-gated next workflow selection.
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.
- 9d ago First seen · 39 lines · 36 tokens per session scan A ea69497dfe33
tmcp-adaptive-workflow-pack is a skill published in the GitHub repository jakyeamos/tmcp (0 stars, last pushed today), licensed MIT. It adds 36 tokens to every session and 337 once invoked, about $0.0002 per session on Opus 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 2026-08-31.
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