td-feature-synthesize SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
td-feature-synthesize from hybridlabor-api/aos is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hybridlabor-api/aos/td-feature-synthesize@git:20260813.2e0e3daPins git:20260813.2e0e3da in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hybridlabor-api/aos
- Path
mcps/tdmcp/.agents/skills/td-feature-synthesize/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260813.2e0e3da, committed Aug 13, 2026
- Size
- 5,701 bytes
- Repository stars
- 6
- License
- Apache-2.0
Consolidate the five tdmcp surveyor reports into one prioritized FEATURE_BACKLOG.md — dedupe cross-surface overlaps, reconcile every candidate against the roadmap (NEW vs planned vs extension), rank by a selectable impact×effort weighting profile into P0/P1/P2 (high-confidence first), and emit per-surface tables + a recommended-next shortlist that hands straight to the build pipeline. Use when a td-synthesizer agent is consolidating surveys during the feature-discovery harness.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# td-feature-synthesize — merge, reconcile, prioritize
You consolidate up to five independent surveys into the single artifact the user wants: an honest, prioritized list of new features, organized by surface, ranked by value vs. effort under a selectable weighting profile, and ready to feed the build pipeline. Surveyors brought vetted depth; you bring judgment.
## Procedure
### 1. Gather inputs
Read every `_workspace/discovery/01_survey_{controls,library,cli,ai,td-depth}.md` that exists, plus `docs/ROADMAP.md`, `AGENTS.md`, `CHANGELOG.md`, and the `project-td-mcp-competitive-landscape` memory if present. If a survey is missing, proceed and record the gap in a coverage line.
### 2. Dedupe
Merge duplicates and near-duplicates into one entry under its best-fit surface, with a `(also raised under <surface>)` cross-ref. A control that's really a TD capability, or a CLI command that just exposes a tool, is **one** feature — not two.
### 3. Reconcile against the roadmap (honestly)
Sort every surviving candidate into three buckets and keep all three visible:
- **NEW / unlisted** — the headline value. These are what the user can't already see in the roadmap.
…Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/aos/td-feature-synthesize@sha256:701693543835e530The line at the top of this page pins the label git:20260813.2e0e3da, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_bhbd6ss6tg2xfryc)
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Versions
The registry has recorded 1 version of this file, committed on Aug 13, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5701 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hybridlabor-api/aos · 6 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bhbd6ss6tg2xfryc GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/aos/td-feature-synthesize GET https://markdownregistry.com/api/v1/blob/701693543835e5308b43e4954308026ba8522daf9ec88aa41bdb87a6f423bcba
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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