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Executive Summary
The provided source code is a Python-based implementation of a ReAct agent, which utilizes the OpenAI API for text
generation and includes various tools for file operations, web searches, ...
Why
install.sh writes the API key to ~/.apparelhub-skills/.env (chmod 600) and appends a sourcing line to the user s .zshrc
/ .bashrc / .bash_profile / config.fish — so the production API key is in the ...
enhancement
platform-neutral
security
Why
Today ah_curl, ah_check, and ah_poll_mockup all read APPARELHUB_API_BASE from the environment and use the value as the
destination for the x-api-key header.
- ah_curl:46-47 defaults to the canonical ...
enhancement
platform-neutral
security
Why
The current SKILL.md has multiple sections (§1, §1a) whose stated rationale is suppressing Claude Code s
simple_expansion prompt:
- §1: * Do NOT compose curl ... -H x-api-key: $APPARELHUB_API_KEY ...
documentation
platform-neutral
Why
Today the canonical guidance for how to talk to the Agent API lives inside SKILL.md as bash + ah_curl examples. Agents
without shell access (ChatGPT custom GPTs, Gemini tool-calling, bare-HTTP clients) ...
documentation
platform-neutral
Per v0.3.0 E — M2b Stream-B.
Bind each of the 8 M2b Stream-B operational/enabling levers (T4 agro_*_scenario rows + matching pending VONT canonicals)
to actual datasets:
- Nelson accessibility (accessibility_travel_time) ...
data
methodology
Optimize Requirements for Faster Builds
Description
Audit Python dependencies and remove unnecessary packages.
##Acceptance Criteria
Build time reduced Production dependencies separated
nsoc26
!-- audit-managed: kind=documentation --
Surfaced by /codebase-audit, kept up to date across runs. Scope: whole repo.
Findings
- [ ] docs/publisher-grade-additions.md:3-7, 317-337 (and the Phase-framing ...
documentation
Per v0.3.0 D — T6 cost-effectiveness.
Source ranges for the four cost-effectiveness denominators per NbS:
- cost_per_beneficiary
- cost_per_hectare_restored
- cost_per_tco2e_avoided
- cost_per_farmer_reached ...
discovery
methodology
t6
!-- audit-managed: kind=duplication --
Surfaced by /codebase-audit, kept up to date across runs. Scope: whole repo.
Findings
- [ ] src/device_cmyk.py:181-260 263-339 — patch_pdf_rgb_colors_to_device_cmyk ...
duplication

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